Datasets:

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movielens_dpo_dataset_3

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You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.) Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.) Movie 515:The Remains of the Day (Genres: Drama, Romance; Language: en; Overview: Butler's decorum challenged by love and political tensions post-WWI.) Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.) Movie 1171:Bob Roberts (Genres: Comedy, Drama; Language: en; Overview: Mockumentary explores a Senate candidate's media manipulation through music.) Movie 1392:Citizen Ruth (Genres: Drama, Comedy; Language: en; Overview: "Citizen Ruth" satirizes media frenzy over one woman's pregnancy.) Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.) Movie 1759:Four Days in September (Genres: Action, Drama, Foreign, History, Thriller; Language: pt; Overview: Journalist kidnaps ambassador to free friend and political prisoners.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 3083:All About My Mother (Genres: Comedy, Drama; Language: es; Overview: Mother mourns son’s tragic death, informs distant father in Barcelona.) There are 9 Candidates for recommendation: Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.), Movie 2311:2010 (Genres: Thriller, Science Fiction; Language: en; Overview: Americans and Russians unite to investigate Jupiter's black monolith.), Movie 1439:Meet Wally Sparks (Genres: Comedy; Language: en; Overview: Wally Sparks investigates governor's mansion for scandal to boost ratings.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 3605:King Creole (Genres: Drama, Action, Music, Romance; Language: en; Overview: Danny Fisher, aspiring performer, faces crime boss's persistent pressure.), Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.), Movie 3852:The Tao of Steve (Genres: Comedy, Romance; Language: en; Overview: Underachieving teacher Dex reevaluates seduction after meeting a woman.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank9: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1921 - Reason: The mathematical genius theme and psychological intensity resonate with the user's interest in thrilling and intelligent narratives. Rank 2: Movie 32 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 3: Movie 714 - Reason: The exploration of existential themes and the unique narrative style may appeal to the user's appreciation for deep character studies found in their watched films. Rank 4: Movie 509 - Reason: The romantic and dramatic elements, along with a strong female lead, connect with the user's interest in character-driven stories and emotional depth. Rank 5: Movie 1715 - Reason: The dark comedy and thriller aspects mirror the user's enjoyment of unconventional narratives that blend humor with serious themes. Rank 6: Movie 3852 - Reason: The romantic comedy elements and character growth align with the user's preference for films that explore relationships and personal development. Rank 7: Movie 3605 - Reason: The combination of drama, action, and music appeals to the user's diverse taste in genres, particularly in character-driven stories. Rank 8: Movie 2311 - Reason: While it features thrilling elements, the focus on space exploration may not resonate as strongly with the user's preference for more grounded narratives. Rank 9: Movie 1439 - Reason: The comedic focus on political scandal may not align with the user's interest in deeper, more dramatic storytelling found in their preferred films.

Rank 1: Movie 1715 - Reason: This movie blends dark comedy with thriller elements, appealing to the user's taste for unique narratives that explore the macabre, similar to "The Usual Suspects." Rank 2: Movie 3852 - Reason: The romantic comedy aspect and character-driven story resonate with the user's appreciation for relationship dynamics, as seen in "The Remains of the Day." Rank 3: Movie 2311 - Reason: The science fiction and thriller elements align with the user's interest in complex, thought-provoking narratives, reminiscent of "Twelve Monkeys." Rank 4: Movie 3605 - Reason: This film's mix of drama, action, and romance reflects the user's enjoyment of character struggles and aspirations, similar to "The Remains of the Day." Rank 5: Movie 714 - Reason: The blend of drama and fantasy in a Western setting appeals to the user's appreciation for deep, character-driven stories like "The Usual Suspects." Rank 6: Movie 509 - Reason: The romantic and dramatic elements, along with a strong female lead, align well with the user's interest in emotional narratives, as seen in "High Art." Rank 7: Movie 32 - Reason: The intricate plot and time travel themes cater to the user's preference for intelligent storytelling, similar to their interest in "The Usual Suspects." Rank 8: Movie 1439 - Reason: This film's straightforward comedic approach may not resonate as strongly with the user's preference for layered narratives found in movies like "Citizen Ruth." Rank 9: Movie 1921 - Reason: While intriguing, the abstract themes and intense psychological elements may be less appealing compared to the user's preference for more character-driven stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.) Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.) Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.) Movie 896:Wild Reeds (Genres: Drama, Romance; Language: fr; Overview: Rural France, 1960s music, love triangle among four students.) Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.) Movie 2333:Gods and Monsters (Genres: Drama; Language: en; Overview: Retired director befriends gardener, transforming their lonely lives together.) Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.) Movie 2959:Fight Club (Genres: Drama; Language: en; Overview: Insomniac and salesman create therapy; fight clubs spiral out-of-control.) Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.) Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 2142:An American Tail: Fievel Goes West (Genres: Adventure, Animation, Family; Language: en; Overview: Mice seek peace in the west, misled by a con artist.), Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.), Movie 2765:The Acid House (Genres: Comedy, Drama; Language: en; Overview: Surreal triptych explores dark humor and human psyche through adaptation.), Movie 2272:One True Thing (Genres: Drama, Romance; Language: en; Overview: Career woman reevaluates parents' lives while caring for sick mother.), Movie 470:House Party 3 (Genres: Comedy; Language: en; Overview: Kid marries Veda; Play manages a female rap group.), Movie 792:A Hungarian Fairy Tale (Genres: ; Language: en; Overview: Orphan Andris searches for nonexistent father; clerk rebels against bureaucracy.), Movie 1:Toy Story (Genres: Animation, Comedy, Family; Language: en; Overview: Woody and Buzz overcome rivalry to reunite with Andy.), Movie 1175:Delicatessen (Genres: Comedy, Science Fiction, Fantasy; Language: fr; Overview: Surreal black comedy: butcher uses human flesh; chaos ensues.), Movie 3865:The Original Kings of Comedy (Genres: Comedy; Language: en; Overview: Captures live comedy magic of four iconic stand-up comedians.), Movie 2461:Leatherface: Texas Chainsaw Massacre III (Genres: Horror, Thriller; Language: en; Overview: Couple faces gas station threat, encounters cannibalistic clan seeking victims.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1715 - Reason: This film's blend of dark comedy and thriller elements aligns with the user's appreciation for unique storytelling, as seen in their interest in "Crumb" and "Fight Club." Rank 2: Movie 1175 - Reason: The surreal black comedy and absurdity resonate with the user's taste for unconventional narratives, similar to "Fast, Cheap & Out of Control." Rank 3: Movie 792 - Reason: The themes of searching for identity and rebellion against bureaucracy connect with the user's interest in character-driven stories like "Boys Don't Cry." Rank 4: Movie 470 - Reason: The comedic elements and social dynamics echo the user's enjoyment of character interactions in films like "Cold Comfort Farm." Rank 5: Movie 2461 - Reason: The horror and thriller aspects may appeal to the user's interest in intense narratives, akin to "Fight Club" and "Boys Don't Cry." Rank 6: Movie 2765 - Reason: The exploration of dark humor and the human psyche aligns with the user's appreciation for thought-provoking films like "Wild Reeds." Rank 7: Movie 3865 - Reason: The live comedy format and iconic comedians may resonate with the user's enjoyment of humor, as seen in "The Nightmare Before Christmas." Rank 8: Movie 2142 - Reason: The family-oriented adventure aligns with the user's interest in animated stories, though it may not be as complex as their preferred films. Rank 9: Movie 2272 - Reason: While it has dramatic elements, the more conventional narrative may not fully engage the user compared to their preferred films. Rank 10: Movie 1 - Reason: Although beloved, its straightforward animation and comedy may not align with the user's taste for deeper, more complex narratives.

Rank 1: Movie 470 - Reason: This comedy features relatable themes of friendship and celebration, appealing to the user's enjoyment of light-hearted narratives as seen in their history. Rank 2: Movie 2765 - Reason: The surreal and dark humor aligns with the user's appreciation for unique storytelling and thought-provoking narratives found in their preferred documentaries. Rank 3: Movie 2272 - Reason: This drama explores deep emotional connections and family dynamics, resonating with the user's interest in character-driven stories like "Gods and Monsters." Rank 4: Movie 1 - Reason: As a beloved animated classic, it combines humor and heartwarming moments, fitting the user's taste for family-friendly films like "The Nightmare Before Christmas." Rank 5: Movie 1715 - Reason: The blend of comedy and horror offers a quirky narrative that aligns with the user's appreciation for unconventional storytelling seen in "Fight Club." Rank 6: Movie 3865 - Reason: This film captures the essence of live comedy, appealing to the user's enjoyment of humor and performance showcased in their documentary preferences. Rank 7: Movie 2142 - Reason: The adventure and family themes resonate with the user's interest in animated films that explore journeys and personal growth, similar to "The Nightmare Before Christmas." Rank 8: Movie 2461 - Reason: This horror thriller may not align with the user's preference for more thought-provoking or character-driven narratives, making it less appealing. Rank 9: Movie 792 - Reason: The lack of clear genre or engaging storyline may not capture the user's interest, as they prefer films with strong narratives and character development. Rank 10: Movie 1175 - Reason: The surreal and dark themes may not resonate with the user's preferences for more grounded storytelling, leading to a lower ranking.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.) Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.) Movie 1046:Beautiful Thing (Genres: Comedy, Drama, Romance; Language: en; Overview: Two boys in Thamesmead explore their emerging homosexuality together.) Movie 1192:Paris is Burning (Genres: Documentary; Language: en; Overview: 1980s NYC drag scene: balls, voguing, dreams, and vibrant culture.) Movie 1392:Citizen Ruth (Genres: Drama, Comedy; Language: en; Overview: "Citizen Ruth" satirizes media frenzy over one woman's pregnancy.) Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.) Movie 1729:Jackie Brown (Genres: Comedy, Crime, Romance; Language: en; Overview: Jackie Brown schemes to keep smuggled money from her boss.) Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.) Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.) Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.) There are 9 Candidates for recommendation: Movie 3875:The Devil Rides Out (Genres: Horror; Language: en; Overview: Good battles evil as Richelieu confronts Satanist Mocata for salvation.), Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 1639:Chasing Amy (Genres: Comedy, Drama, Romance; Language: en; Overview: Comic artists' friendship complicates when Holden falls for Alyssa, a lesbian.), Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.), Movie 1752:Hard Rain (Genres: Thriller; Language: en; Overview: Armored car driver evades thieves amid devastating flood chaos.), Movie 31:Dangerous Minds (Genres: Drama, Crime; Language: en; Overview: Former Marine teacher transforms underachieving teens with tough love.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank9: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 509 - Reason: The emotional depth and exploration of complex relationships in this drama resonate with the user's appreciation for character-driven stories, as seen in their history. Rank 2: Movie 1715 - Reason: This film's unique blend of dark comedy and horror aligns with the user's taste for unconventional narratives, similar to the absurdity found in "Living in Oblivion." Rank 3: Movie 1921 - Reason: The psychological thriller aspect and the exploration of a genius's mind connect with the user's interest in thought-provoking and intense narratives, as seen in "Pulp Fiction." Rank 4: Movie 1535 - Reason: The themes of friendship and personal struggles in a dramatic setting resonate with the user's appreciation for character-focused stories, similar to "Beautiful Thing." Rank 5: Movie 1635 - Reason: The family dynamics and emotional chaos during a holiday weekend reflect the user's interest in dramas that explore complex interpersonal relationships, akin to "Citizen Ruth." Rank 6: Movie 31 - Reason: The transformative journey of the teacher and the tough love approach aligns with the user's interest in character development and social issues, similar to "Dangerous Minds." Rank 7: Movie 1639 - Reason: The romantic complications and exploration of sexuality in this film resonate with the user's interest in LGBTQ+ themes, as seen in "Beautiful Thing." Rank 8: Movie 3875 - Reason: The horror elements and supernatural themes may not align with the user's preferences for more grounded, character-driven narratives. Rank 9: Movie 1752 - Reason: The thriller aspects and action-oriented plot may not appeal as strongly to the user's preference for character and relationship-driven stories.

Rank 1: Movie 1921 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 3875 - Reason: The battle between good and evil in this horror film resonates with the user's appreciation for intense narratives, similar to the dramatic tension in their watched movies. Rank 3: Movie 31 - Reason: The theme of transforming underachieving teens with tough love connects to the user's interest in character-driven dramas that explore personal growth. Rank 4: Movie 1535 - Reason: This drama about friendship and summer gatherings aligns with the user's preference for character-focused stories, similar to "Beautiful Thing." Rank 5: Movie 1635 - Reason: The chaotic family dynamics during Thanksgiving reflect the user's interest in dramas that explore complex relationships and emotional turmoil. Rank 6: Movie 1639 - Reason: The romantic complications in this film resonate with the user's enjoyment of romantic dramas, particularly those exploring LGBTQ themes. Rank 7: Movie 1715 - Reason: The dark comedy and horror blend may not align well with the user's preference for more straightforward narratives, making it less appealing. Rank 8: Movie 1752 - Reason: While thrilling, the action-focused plot may not resonate as strongly with the user's preference for character-driven stories and emotional depth. Rank 9: Movie 509 - Reason: The slow-paced, dramatic narrative may not align with the user's preference for more engaging and fast-paced storytelling seen in their history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.) Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.) Movie 506:Orlando (Genres: Romance, Drama, Fantasy; Language: en; Overview: Orlando inherits property, transforms into a woman, navigates centuries.) Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.) Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.) Movie 1192:Paris is Burning (Genres: Documentary; Language: en; Overview: 1980s NYC drag scene: balls, voguing, dreams, and vibrant culture.) Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.) Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.) There are 10 Candidates for recommendation: Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 1058:Bitter Sugar (Genres: Drama, Romance; Language: es; Overview: Patriot loves dissident's daughter amid rebellion in Castro's Cuba.), Movie 3601:The Castaway Cowboy (Genres: Adventure, Family, Comedy, Western; Language: en; Overview: Cowboy saves family's business and romances single mom in Hawaii.), Movie 784:The Cable Guy (Genres: Comedy, Drama, Thriller; Language: en; Overview: Cable guy becomes obsessive stalker after befriending recently single Steven.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 255:The Jerky Boys (Genres: Comedy, Crime; Language: en; Overview: Two pranksters impersonate a mob boss, attracting dangerous attention.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1921 - Reason: The mathematical genius theme and psychological intensity resonate with the user's interest in thrilling and intelligent narratives. Rank 2: Movie 1715 - Reason: This film's dark humor and unique premise align with the user's appreciation for offbeat comedies, similar to "Living in Oblivion." Rank 3: Movie 1250 - Reason: The historical and dramatic elements reflect the user's taste for profound storytelling, akin to films like "Kundun." Rank 4: Movie 32 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 5: Movie 908 - Reason: The suspenseful plot and mistaken identity theme connect with the user's enjoyment of thrillers like "The Silence of the Lambs." Rank 6: Movie 1535 - Reason: The focus on friendship and emotional depth resonates with the user's interest in character-driven dramas, similar to "High Art." Rank 7: Movie 784 - Reason: The blend of comedy and psychological tension parallels the user's enjoyment of dark humor in films like "Welcome to the Dollhouse." Rank 8: Movie 3601 - Reason: This light-hearted adventure may not align with the user's preference for more serious or thought-provoking narratives. Rank 9: Movie 255 - Reason: The prankster comedy style may not resonate with the user's taste for deeper, more dramatic storytelling. Rank 10: Movie 1058 - Reason: The political romance may not appeal to the user's preference for more contemporary or relatable narratives.

Rank 1: Movie 1921 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1535 - Reason: The intimate gathering of friends in a secluded setting resonates with the user's appreciation for character-driven narratives and emotional depth. Rank 3: Movie 32 - Reason: The time travel and mystery aspects appeal to the user's interest in intricate plots and thrilling storytelling, similar to their favored films. Rank 4: Movie 908 - Reason: The themes of mistaken identity and suspense align with the user's taste for dramatic tension and clever storytelling found in their watched movies. Rank 5: Movie 784 - Reason: The mix of comedy and psychological thriller elements reflects the user's enjoyment of dark humor and complex character interactions. Rank 6: Movie 1058 - Reason: The romantic storyline set against a backdrop of political tension connects with the user's interest in drama and emotional relationships. Rank 7: Movie 255 - Reason: The comedic crime elements and prankster antics may not resonate strongly with the user's preference for more serious, dramatic narratives. Rank 8: Movie 1715 - Reason: The horror-comedy blend and macabre themes may diverge from the user's typical interests in more grounded, character-focused stories. Rank 9: Movie 3601 - Reason: The family-friendly adventure may not align with the user's preference for more serious and thought-provoking themes present in their watched films. Rank 10: Movie 1250 - Reason: The historical war drama may not appeal to the user as much, given their inclination towards contemporary stories and character-driven plots.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.) Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.) Movie 1171:Bob Roberts (Genres: Comedy, Drama; Language: en; Overview: Mockumentary explores a Senate candidate's media manipulation through music.) Movie 1759:Four Days in September (Genres: Action, Drama, Foreign, History, Thriller; Language: pt; Overview: Journalist kidnaps ambassador to free friend and political prisoners.) Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.) Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.) Movie 2390:Little Voice (Genres: Comedy, Drama; Language: en; Overview: Grieving girl discovers singing talent, faces challenges pursuing dreams.) Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.) Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.) Movie 3083:All About My Mother (Genres: Comedy, Drama; Language: es; Overview: Mother mourns son’s tragic death, informs distant father in Barcelona.) There are 10 Candidates for recommendation: Movie 3665:Curse of the Puppet Master (Genres: Horror; Language: pt; Overview: Robert falls for Jane while Dr. Magrew creates puppet humans.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 1011:Herbie Rides Again (Genres: Romance, Comedy, Family, Fantasy; Language: en; Overview: Living Volkswagen Beetle aids elderly woman against corrupt developer's plans.), Movie 1722:Tomorrow Never Dies (Genres: Adventure, Action, Thriller; Language: en; Overview: Media mogul incites conflict; 007 battles to prevent global chaos.), Movie 1381:Grease 2 (Genres: Comedy, Drama, Family, Music, Romance; Language: en; Overview: New kid Michael navigates cliques, romance, and motorcycle challenges.), Movie 1175:Delicatessen (Genres: Comedy, Science Fiction, Fantasy; Language: fr; Overview: Surreal black comedy: butcher uses human flesh; chaos ensues.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 1049:The Ghost and the Darkness (Genres: Adventure; Language: en; Overview: Beaumont hires Patterson; lions disrupt railroad project in Africa.), Movie 3816:The Official Story (Genres: Drama, History; Language: es; Overview: Teacher searches for her adopted daughter's biological mother post-war.), Movie 352:Crooklyn (Genres: Comedy, Drama; Language: en; Overview: Spike Lee's vibrant film depicts a '70s Brooklyn family's life.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 32 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1535 - Reason: The intimate exploration of friendship and emotional depth resonates with the user's appreciation for character-driven narratives found in films like "Welcome to the Dollhouse." Rank 3: Movie 1175 - Reason: The surreal black comedy and unique storytelling style match the user's taste for unconventional narratives, as seen in "Bob Roberts" and "The Opposite of Sex." Rank 4: Movie 1049 - Reason: The adventure aspect and historical context may appeal to the user's interest in dramatic narratives, similar to "Four Days in September." Rank 5: Movie 1722 - Reason: The action-packed plot and espionage elements align with the user's enjoyment of thrilling narratives, as demonstrated by their interest in "The Matrix." Rank 6: Movie 3816 - Reason: The historical drama and personal search for identity resonate with the user's appreciation for deep, emotional stories, akin to "All About My Mother." Rank 7: Movie 3665 - Reason: The horror genre may not align well with the user's preferences, as they seem to favor more light-hearted or dramatic narratives. Rank 8: Movie 1381 - Reason: The musical and comedic elements may not fully engage the user, given their stronger inclination towards darker or more dramatic themes. Rank 9: Movie 1011 - Reason: The family-friendly and fantastical elements might not resonate as much with the user's preference for more serious or thought-provoking content. Rank 10: Movie 352 - Reason: While it depicts family life, the overall tone and style may not align with the user's interest in more nuanced or complex narratives.

Rank 1: Movie 352 - Reason: The vibrant depiction of family life in a historical setting aligns with the user's appreciation for character-driven stories, as seen in "Welcome to the Dollhouse." Rank 2: Movie 1535 - Reason: The exploration of friendship and personal connections resonates with the user's interest in character-focused narratives, similar to "The Opposite of Sex." Rank 3: Movie 3816 - Reason: The historical drama involving personal discovery matches the user's taste for thought-provoking stories, akin to "Four Days in September." Rank 4: Movie 3665 - Reason: The horror elements combined with a unique love story may not align with the user's preferences, which lean more towards drama and comedy. Rank 5: Movie 32 - Reason: The time travel and mystery elements appeal to the user's interest in complex narratives, similar to "The Matrix." Rank 6: Movie 1381 - Reason: The high school setting and romantic themes connect with the user's enjoyment of coming-of-age stories like "Welcome to the Dollhouse." Rank 7: Movie 1011 - Reason: The whimsical and family-friendly nature of the film may not resonate strongly with the user's preference for more serious or dramatic themes. Rank 8: Movie 1175 - Reason: The surreal black comedy and unique storytelling might be too unconventional compared to the user's typical preferences for straightforward narratives. Rank 9: Movie 1722 - Reason: The action and adventure focus may not align with the user's preference for character-driven stories seen in their history. Rank 10: Movie 1049 - Reason: The adventure genre may not appeal to the user's stronger inclination towards drama and character exploration.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.) Movie 506:Orlando (Genres: Romance, Drama, Fantasy; Language: en; Overview: Orlando inherits property, transforms into a woman, navigates centuries.) Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.) Movie 896:Wild Reeds (Genres: Drama, Romance; Language: fr; Overview: Rural France, 1960s music, love triangle among four students.) Movie 1192:Paris is Burning (Genres: Documentary; Language: en; Overview: 1980s NYC drag scene: balls, voguing, dreams, and vibrant culture.) Movie 1449:Waiting for Guffman (Genres: Music, Comedy; Language: en; Overview: Corky St. Clair stages a Broadway-style anniversary celebration in Blaine.) Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.) Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.) Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.) Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.) There are 10 Candidates for recommendation: Movie 939:The Reluctant Debutante (Genres: Comedy, Romance; Language: it; Overview: Jane visits London; Sheila plans her debutante, causing conflicts.), Movie 1591:Spawn (Genres: Action, Adventure, Fantasy, Horror, Science Fiction, Thriller; Language: en; Overview: Murdered agent resurrected; leads Hell's Army to destroy humanity.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 1297:Real Genius (Genres: Comedy, Romance; Language: en; Overview: Chris and Mitch balance genius with fun amid college pressures.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.), Movie 3682:Magnum Force (Genres: Action, Crime, Thriller; Language: en; Overview: Dirty Harry hunts rogue cops committing gruesome murders in San Francisco.), Movie 2285:If.... (Genres: Drama; Language: en; Overview: Boys' school rebellion challenges oppressive social hierarchy and authority.), Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.), Movie 3847:Ilsa: She Wolf of the SS (Genres: Thriller, Horror, War; Language: en; Overview: Ilsa conducts experiments on prisoners to prove women's resilience.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 714 - Reason: This movie's exploration of identity and the spiritual journey aligns with the user's interest in complex narratives, similar to "Orlando" and "Boys Don't Cry." Rank 2: Movie 1715 - Reason: The dark humor and unique premise of accidental murder resonate with the user's appreciation for quirky comedies like "The Big Lebowski" and "Waiting for Guffman." Rank 3: Movie 1535 - Reason: The themes of friendship and love amidst a summer retreat connect well with the user's enjoyment of character-driven dramas like "Wild Reeds." Rank 4: Movie 908 - Reason: This classic thriller's mix of mistaken identity and suspense appeals to the user's taste for thrilling narratives, reminiscent of "Boys Don't Cry." Rank 5: Movie 3682 - Reason: The action-packed storyline featuring a vigilante aligns with the user's interest in crime and action, as seen in "Bullets Over Broadway." Rank 6: Movie 1297 - Reason: The blend of comedy and romance in a college setting mirrors the user's enjoyment of light-hearted narratives like "A Bug's Life." Rank 7: Movie 939 - Reason: The comedic elements and romantic conflicts in a social setting resonate with the user's preference for romantic comedies like "Cold Comfort Farm." Rank 8: Movie 2285 - Reason: The theme of rebellion against authority in a school setting may not strongly align with the user's previous movie preferences, which focus more on personal stories. Rank 9: Movie 1591 - Reason: The horror and dark themes of resurrection and destruction may not appeal to the user, who prefers more light-hearted or romantic narratives. Rank 10: Movie 3847 - Reason: The extreme horror and war themes in this film likely clash with the user's tastes, which lean towards comedy, romance, and drama.

Rank 1: Movie 1535 - Reason: This film explores deep themes of friendship and love, resonating with the user's appreciation for character-driven narratives as seen in their history. Rank 2: Movie 1591 - Reason: The action and fantasy elements combined with a thrilling narrative align with the user's taste for intense and adventurous stories. Rank 3: Movie 1297 - Reason: The blend of comedy and romance in a college setting matches the user's interest in lighthearted yet meaningful relationships. Rank 4: Movie 908 - Reason: The mystery and thriller aspects of this film cater to the user's preference for complex plots and suspenseful storytelling. Rank 5: Movie 2285 - Reason: The theme of rebellion against authority resonates with the user's interest in dramatic narratives that challenge societal norms. Rank 6: Movie 3682 - Reason: The gritty action and crime elements may appeal to the user's taste for thrilling narratives, although it leans more towards traditional action tropes. Rank 7: Movie 939 - Reason: This romantic comedy set in a social context aligns with the user's enjoyment of character-driven stories, though it may feel lighter than their usual preferences. Rank 8: Movie 3847 - Reason: The horror and thriller elements may not resonate with the user's general preference for more uplifting or comedic narratives. Rank 9: Movie 1715 - Reason: The dark humor and horror themes may clash with the user's inclination towards more lighthearted or romantic films. Rank 10: Movie 714 - Reason: While it features a unique narrative, the slow pace and heavy themes might not align with the user's preference for more engaging and upbeat stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.) Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.) Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.) Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.) Movie 1192:Paris is Burning (Genres: Documentary; Language: en; Overview: 1980s NYC drag scene: balls, voguing, dreams, and vibrant culture.) Movie 1513:Romy and Michele's High School Reunion (Genres: Comedy; Language: en; Overview: Party girls pretend to be successful at high school reunion.) Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.) Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.) Movie 2959:Fight Club (Genres: Drama; Language: en; Overview: Insomniac and salesman create therapy; fight clubs spiral out-of-control.) Movie 3163:Topsy-Turvy (Genres: Comedy, Drama, Music; Language: en; Overview: Gilbert and Sullivan's tensions lead to "The Mikado's" success.) There are 10 Candidates for recommendation: Movie 3142:U2: Rattle and Hum (Genres: Documentary, Music; Language: en; Overview: U2's concert film showcasing their Joshua Tree tour highlights.), Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Movie 3826:Hollow Man (Genres: Action, Science Fiction, Thriller; Language: en; Overview: Researcher becomes invisible, struggles to return, descends into madness.), Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.), Movie 406:Federal Hill (Genres: ; Language: en; Overview: Five friends in Federal Hill face crime until love transforms them.), Movie 3924:Pajama Party (Genres: Comedy, Romance; Language: en; Overview: Martian teen preparing for invasion falls in love with Earth girl.), Movie 1005:D3: The Mighty Ducks (Genres: Action, Comedy, Drama, Family; Language: en; Overview: Ducks face pressure to retain scholarships amid coaching challenges.), Movie 379:Timecop (Genres: Thriller, Science Fiction, Action, Crime; Language: en; Overview: Time travel officer battles shady politician linked to his past.), Movie 1520:Commandments (Genres: Comedy, Drama, Romance; Language: en; Overview: Seth, grieving and angry, breaks the Ten Commandments after tragedy.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1921 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1715 - Reason: The dark comedy and thriller aspects resonate with the user's enjoyment of crime and psychological narratives, adding a unique twist to familiar themes. Rank 3: Movie 1535 - Reason: The focus on friendship and emotional depth in a summer setting connects with the user's appreciation for character-driven dramas, similar to "The Usual Suspects." Rank 4: Movie 406 - Reason: The themes of friendship and transformation through love mirror the user's interest in character relationships and personal growth found in their watched films. Rank 5: Movie 3142 - Reason: The documentary style and music focus align with the user's interest in cultural narratives, as seen in "Paris is Burning." Rank 6: Movie 3826 - Reason: The blend of action and psychological thriller elements caters to the user's taste for intense and thought-provoking narratives, similar to "Fight Club." Rank 7: Movie 1005 - Reason: The family-oriented sports theme provides a light-hearted contrast to the user's darker dramas, appealing to their comedic side while still being engaging. Rank 8: Movie 379 - Reason: The time travel and action elements may not resonate as strongly with the user, given their preference for more character-driven and dramatic narratives. Rank 9: Movie 3924 - Reason: The romantic comedy aspect may not align with the user's established preference for more serious and thought-provoking films. Rank 10: Movie 1520 - Reason: The comedic and romantic focus may not appeal to the user, who tends to favor more dramatic and intense storytelling in their movie choices.

Rank 1: Movie 1715 - Reason: This movie combines dark comedy and thriller elements, appealing to the user's taste for unique narratives like "The Usual Suspects" and "Fight Club." Rank 2: Movie 379 - Reason: The time travel and action aspects resonate with the user's interest in thrilling plots, similar to the excitement found in "Pulp Fiction." Rank 3: Movie 1520 - Reason: The exploration of grief and rebellion against societal norms aligns with the user's appreciation for character-driven dramas, as seen in "Boys Don't Cry." Rank 4: Movie 406 - Reason: This film's focus on friendship and transformation amidst crime reflects themes found in the user's favored movies, enhancing its appeal. Rank 5: Movie 1005 - Reason: The family and sports themes in this film connect with the user's enjoyment of comedic and uplifting narratives, akin to "The Nightmare Before Christmas." Rank 6: Movie 3142 - Reason: As a documentary about a renowned band, it aligns with the user's interest in cultural exploration, similar to "Paris is Burning." Rank 7: Movie 3924 - Reason: This light-hearted romance may not resonate as strongly with the user, who prefers more complex and dramatic narratives. Rank 8: Movie 3826 - Reason: The horror and thriller elements may not align with the user's preference for character-driven stories, as seen in their history. Rank 9: Movie 1535 - Reason: While it features strong character dynamics, the drama's slower pace might not engage the user as much as their preferred thrillers. Rank 10: Movie 1921 - Reason: The film's heavy focus on mathematical concepts may be too abstract for the user, who tends to favor more relatable narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.) Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.) Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.) Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.) Movie 896:Wild Reeds (Genres: Drama, Romance; Language: fr; Overview: Rural France, 1960s music, love triangle among four students.) Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.) Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.) Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.) There are 10 Candidates for recommendation: Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Movie 991:Michael Collins (Genres: Drama, Thriller; Language: en; Overview: Michael Collins helped establish Irish Free State, facing subsequent vilification.), Movie 1130:The Howling (Genres: Drama, Horror; Language: en; Overview: Newswoman encounters a killer, goes to suspicious rehabilitation center.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.), Movie 2456:The Fly II (Genres: Horror, Science Fiction, Thriller; Language: en; Overview: Martin Brundle, a mutant, is raised by Bartok Inc. employees.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1250 - Reason: This film's exploration of complex human emotions and moral dilemmas during wartime aligns with the user's appreciation for deep, character-driven narratives as seen in their history. Rank 2: Movie 1635 - Reason: The chaotic dynamics of family relationships during a holiday resonate with the user's interest in character studies and drama, similar to movies like "High Art." Rank 3: Movie 714 - Reason: The blend of fantasy and existential themes in a Western setting appeals to the user's taste for unique storytelling, as evidenced by their enjoyment of "The City of Lost Children." Rank 4: Movie 509 - Reason: The romantic and dramatic elements of a mute pianist's struggle mirror the user's affinity for poignant love stories, akin to "Edward Scissorhands." Rank 5: Movie 1921 - Reason: The psychological thriller aspect and the protagonist's obsession with mathematical truths align with the user's preference for thought-provoking narratives, similar to "Pi." Rank 6: Movie 32 - Reason: The time travel and mystery elements resonate with the user's interest in complex science fiction, akin to their enjoyment of "Twelve Monkeys." Rank 7: Movie 908 - Reason: The suspenseful plot and mistaken identity theme appeal to the user's taste for thrillers, similar to the tension found in "Bullets Over Broadway." Rank 8: Movie 991 - Reason: The historical drama and political themes may not align as closely with the user's preferences for more personal and character-driven stories. Rank 9: Movie 1130 - Reason: The horror elements and focus on a rehabilitation center may not resonate with the user's interests, which lean more towards drama and romance. Rank 10: Movie 2456 - Reason: The horror and science fiction aspects might be less appealing to the user, who seems to favor more character-focused narratives rather than genre-specific thrills.

Rank 1: Movie 32 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1921 - Reason: The mathematical genius theme and psychological intensity resonate with the user's interest in thrilling and intelligent narratives. Rank 3: Movie 714 - Reason: This film's blend of drama and fantasy, along with its exploration of existential themes, appeals to the user's taste for deep storytelling. Rank 4: Movie 509 - Reason: The romantic and dramatic elements in a unique setting align with the user's appreciation for character-driven narratives. Rank 5: Movie 1130 - Reason: The horror and drama aspects, combined with a strong female lead, may intrigue the user who enjoys intense character arcs. Rank 6: Movie 1635 - Reason: The family drama during a chaotic holiday resonates with the user's interest in character dynamics and emotional storytelling. Rank 7: Movie 1250 - Reason: This historical drama with themes of conflict and leadership aligns with the user's interest in complex narratives and character struggles. Rank 8: Movie 908 - Reason: The mystery and thriller elements, along with a classic narrative style, may appeal to the user's taste for engaging plots. Rank 9: Movie 991 - Reason: While it has dramatic elements, the political focus may not resonate as strongly with the user's preference for more personal stories. Rank 10: Movie 2456 - Reason: The horror and science fiction mix might not align with the user's typical preferences for more character-driven and thoughtful narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.) Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.) Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.) Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.) Movie 1095:Glengarry Glen Ross (Genres: Crime, Drama, Mystery; Language: en; Overview: Four unscrupulous real estate agents resort to unethical tactics for sales.) Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.) Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.) Movie 2337:Velvet Goldmine (Genres: Drama, Music; Language: en; Overview: Journalist investigates glam-rock star Brian Slade's mysterious disappearance.) Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.) Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.) There are 10 Candidates for recommendation: Movie 522:Romper Stomper (Genres: Action, Drama, Thriller; Language: en; Overview: Nazi skinheads confront Vietnamese; conflict leads to unexpected consequences.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 2771:Brokedown Palace (Genres: Drama, Thriller; Language: en; Overview: Best friends' trip turns disastrous when heroin is discovered.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Movie 3219:Pacific Heights (Genres: Crime, Thriller; Language: en; Overview: Couple renovates dream house, becomes landlords; tenant disrupts plans.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.), Movie 2345:Desert Bloom (Genres: Drama, Family; Language: en; Overview: Rose Chismore's youth: troubled family, first love, vibrant memories.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1535 - Reason: The themes of friendship and personal struggles resonate with the user's appreciation for character-driven narratives, as seen in their history. Rank 2: Movie 1921 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 3: Movie 509 - Reason: The emotional depth and romantic conflict in this film match the user's interest in character relationships, similar to the complexities found in their watched movies. Rank 4: Movie 32 - Reason: The time travel and dystopian themes appeal to the user's taste for thrilling narratives that challenge reality, as evidenced by their enjoyment of films like "The City of Lost Children." Rank 5: Movie 1250 - Reason: The historical drama and moral dilemmas presented in this film align with the user's appreciation for intense, character-driven stories, as seen in "Glengarry Glen Ross." Rank 6: Movie 914 - Reason: The transformation and social themes resonate with the user's interest in character development and societal commentary, similar to "Welcome to the Dollhouse." Rank 7: Movie 2771 - Reason: The themes of friendship and the consequences of choices connect with the user's appreciation for dramatic narratives, akin to "The Usual Suspects." Rank 8: Movie 522 - Reason: The intense conflict and social commentary may not align as closely with the user's preference for more nuanced character studies, as seen in their history. Rank 9: Movie 2345 - Reason: The family dynamics and nostalgic themes might not resonate as strongly with the user, who seems to prefer darker, more complex narratives. Rank 10: Movie 3219 - Reason: The thriller elements may not appeal as much to the user, who seems to favor films with deeper character exploration and emotional weight.

Rank 1: Movie 1535 - Reason: This film explores deep emotional connections among friends, resonating with the user's appreciation for character-driven narratives as seen in "Welcome to the Dollhouse." Rank 2: Movie 3219 - Reason: The tension between landlords and a disruptive tenant mirrors the conflict-driven storytelling found in "The Usual Suspects" and "Glengarry Glen Ross." Rank 3: Movie 1921 - Reason: The psychological and mathematical themes in this film align with the user's interest in complex, thought-provoking stories, similar to "Pulp Fiction." Rank 4: Movie 1250 - Reason: This historical drama about resilience and leadership connects with the user's taste for intense narratives like "Glengarry Glen Ross." Rank 5: Movie 522 - Reason: The exploration of social conflict and identity in this film resonates with the user's interest in gritty dramas like "The City of Lost Children." Rank 6: Movie 509 - Reason: The romantic and dramatic elements in this film parallel the emotional depth found in "The Opposite of Sex." Rank 7: Movie 2345 - Reason: This coming-of-age story about family and first love aligns with the user's appreciation for character-driven narratives, similar to "Rushmore." Rank 8: Movie 2771 - Reason: The themes of friendship and unforeseen consequences in this thriller resonate with the user's interest in dramatic tension as seen in "The Usual Suspects." Rank 9: Movie 32 - Reason: The science fiction aspect may not strongly appeal to the user, given their preference for more character-focused stories. Rank 10: Movie 914 - Reason: The musical elements and romantic comedy aspects might not align with the user's interest in darker, more dramatic narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.) Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.) Movie 1046:Beautiful Thing (Genres: Comedy, Drama, Romance; Language: en; Overview: Two boys in Thamesmead explore their emerging homosexuality together.) Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.) Movie 2029:Billy's Hollywood Screen Kiss (Genres: Comedy, Romance; Language: en; Overview: Struggling photographer Billy pursues waiter Gabriel through artistic project.) Movie 2337:Velvet Goldmine (Genres: Drama, Music; Language: en; Overview: Journalist investigates glam-rock star Brian Slade's mysterious disappearance.) Movie 2390:Little Voice (Genres: Comedy, Drama; Language: en; Overview: Grieving girl discovers singing talent, faces challenges pursuing dreams.) Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.) Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.) Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 3718:American Pimp (Genres: Documentary; Language: en; Overview: African-American pimps discuss their lives, rules, and money-focused work.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 1081:Victor/Victoria (Genres: Comedy, Music, Romance; Language: en; Overview: Soprano impersonates male, complicating her personal life and career.), Movie 1690:Alien: Resurrection (Genres: Science Fiction, Horror, Action; Language: en; Overview: Scientists clone Ripley; new aliens emerge, threatening Earth’s safety.), Movie 321:Strawberry and Chocolate (Genres: Comedy, Drama; Language: es; Overview: Gay artist and straight communist develop friendship amidst Cuba's oppression.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.), Movie 2411:Rocky IV (Genres: Drama; Language: en; Overview: Rocky returns to fight Drago for revenge and redemption.), Movie 1401:Ghosts of Mississippi (Genres: History, Drama; Language: en; Overview: Drama about Medgar Evers' assassination and trial for justice.), Movie 743:Spy Hard (Genres: Action, Comedy; Language: en; Overview: Agent WD-40 and KGB agent fight Gen. Rancor's world domination.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 32 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1535 - Reason: The themes of friendship and personal growth resonate with the user's interest in character-driven narratives, similar to "Beautiful Thing." Rank 3: Movie 714 - Reason: The blend of drama and fantasy in a Western setting aligns with the user's appreciation for unique storytelling, as seen in "Being John Malkovich." Rank 4: Movie 1401 - Reason: This historical drama about justice and civil rights connects with the user's interest in impactful narratives, akin to "Howards End." Rank 5: Movie 2411 - Reason: The underdog story and themes of redemption in this sports drama may appeal to the user's taste for character evolution, similar to "Little Voice." Rank 6: Movie 321 - Reason: The exploration of friendship amidst societal challenges resonates with the user's affinity for heartfelt stories, as seen in "Beautiful Thing." Rank 7: Movie 1690 - Reason: The combination of science fiction and horror may not align with the user's preferences, as they lean towards more character-focused narratives. Rank 8: Movie 1081 - Reason: While it has comedic elements, the complexity of the plot may not appeal to the user's preference for straightforward storytelling, unlike "Austin Powers." Rank 9: Movie 743 - Reason: The action-comedy blend may not resonate with the user, who seems to prefer deeper, more meaningful narratives as seen in their history. Rank 10: Movie 3718 - Reason: The documentary format and focus on a niche subject matter might not align with the user's preference for narrative-driven films.

Rank 1: Movie 714 - Reason: This film's blend of fantasy and drama aligns with the user's appreciation for imaginative storytelling, similar to "The City of Lost Children." Rank 2: Movie 1690 - Reason: The science fiction and horror elements resonate with the user's interest in complex narratives, as seen in "Being John Malkovich." Rank 3: Movie 1081 - Reason: The romantic and musical elements in a comedic setting appeal to the user's enjoyment of films like "Beautiful Thing." Rank 4: Movie 743 - Reason: The action-comedy blend and humorous espionage themes may attract the user, reminiscent of "Austin Powers: International Man of Mystery." Rank 5: Movie 3718 - Reason: The documentary format and focus on real-life stories might not align with the user's preference for fictional narratives. Rank 6: Movie 2411 - Reason: The themes of personal struggle and redemption in a dramatic sports context resonate with the user's interest in character-driven stories like "Little Voice." Rank 7: Movie 1401 - Reason: The historical drama and themes of justice may not strongly connect with the user's preference for lighter, more comedic films. Rank 8: Movie 321 - Reason: The exploration of friendship amidst societal challenges aligns with the user's appreciation for character-driven narratives, similar to "Welcome to the Dollhouse." Rank 9: Movie 1535 - Reason: The focus on a summer gathering of friends may not engage the user as much due to its more subdued and less adventurous tone. Rank 10: Movie 32 - Reason: While it features science fiction elements, the darker thriller aspects may not align with the user's preference for more light-hearted films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.) Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.) Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.) Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.) Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.) Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 2029:Billy's Hollywood Screen Kiss (Genres: Comedy, Romance; Language: en; Overview: Struggling photographer Billy pursues waiter Gabriel through artistic project.) Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.) Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.) There are 10 Candidates for recommendation: Movie 568:Bhaji on the Beach (Genres: Comedy, Drama; Language: en; Overview: Indian women from Birmingham travel together to Blackpool beach resort.), Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.), Movie 1875:Clockwatchers (Genres: Comedy, Drama; Language: en; Overview: Iris, a wallflower, waits two hours on her first day.), Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 3106:Come See the Paradise (Genres: Drama, Romance, History; Language: en; Overview: Love story struggles amid cultural clash and wartime challenges.), Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Movie 3318:Deterrence (Genres: Action, Drama, Mystery, Thriller; Language: en; Overview: President faces international crisis trapped in Colorado diner snowstorm.), Movie 1985:Halloween 4: The Return of Michael Myers (Genres: Horror, Thriller; Language: en; Overview: Michael Myers returns; his niece Jamie seeks help to survive.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 908 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 714 - Reason: The film's blend of drama and fantasy, along with its exploration of existential themes, resonates with the user's interest in deep, character-driven narratives. Rank 3: Movie 1535 - Reason: The focus on friendship and personal struggles in a secluded setting aligns with the user's appreciation for character dynamics and emotional storytelling. Rank 4: Movie 1715 - Reason: The unique mix of comedy and horror, along with its exploration of isolation and madness, reflects the user's taste for unconventional narratives. Rank 5: Movie 1921 - Reason: The mathematical genius theme and psychological intensity resonate with the user's interest in thrilling and intelligent narratives. Rank 6: Movie 3106 - Reason: The historical romance set against a backdrop of cultural conflict aligns with the user's appreciation for complex emotional stories. Rank 7: Movie 1875 - Reason: The comedic yet introspective exploration of office life appeals to the user's taste for character-driven narratives with a touch of humor. Rank 8: Movie 568 - Reason: The film's focus on cultural identity and female camaraderie might not strongly resonate with the user's previous preferences. Rank 9: Movie 3318 - Reason: The political thriller aspect may not align well with the user's preference for more personal, character-focused stories. Rank 10: Movie 1985 - Reason: The horror genre and slasher elements may not appeal to the user's demonstrated interest in more nuanced and character-driven films.

Rank 1: Movie 1875 - Reason: This movie explores the mundane aspects of office life with a comedic twist, appealing to the user's appreciation for character-driven narratives as seen in their history. Rank 2: Movie 568 - Reason: The comedic and dramatic elements of this film about cultural identity resonate with the user's interest in character relationships and personal journeys. Rank 3: Movie 1715 - Reason: The blend of comedy and horror in a unique setting aligns with the user's taste for unconventional storytelling, similar to their interest in films like "The City of Lost Children." Rank 4: Movie 1921 - Reason: The psychological thriller aspect and the exploration of mathematical concepts connect with the user's preference for thought-provoking narratives, akin to "Reservoir Dogs." Rank 5: Movie 714 - Reason: The spiritual journey and fantasy elements resonate with the user's interest in unique narratives that blend different genres, similar to "The City of Lost Children." Rank 6: Movie 1535 - Reason: The themes of friendship and personal struggles in a secluded setting align with the user's appreciation for character-driven dramas, reminiscent of "High Art." Rank 7: Movie 3318 - Reason: The intense drama and mystery elements fit the user's taste for thrilling narratives, though it may not be as character-focused as their preferred films. Rank 8: Movie 908 - Reason: The classic thriller elements and mistaken identity plot appeal to the user's interest in suspenseful stories, though it may lack the depth found in their favorite films. Rank 9: Movie 3106 - Reason: While it features romance and drama, the historical context may not resonate as much with the user's preference for contemporary narratives. Rank 10: Movie 1985 - Reason: This horror film may not align with the user's interests, as they tend to prefer more character-driven and thought-provoking narratives rather than straightforward horror.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.) Movie 506:Orlando (Genres: Romance, Drama, Fantasy; Language: en; Overview: Orlando inherits property, transforms into a woman, navigates centuries.) Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.) Movie 1171:Bob Roberts (Genres: Comedy, Drama; Language: en; Overview: Mockumentary explores a Senate candidate's media manipulation through music.) Movie 1449:Waiting for Guffman (Genres: Music, Comedy; Language: en; Overview: Corky St. Clair stages a Broadway-style anniversary celebration in Blaine.) Movie 1513:Romy and Michele's High School Reunion (Genres: Comedy; Language: en; Overview: Party girls pretend to be successful at high school reunion.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.) Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.) Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.) There are 10 Candidates for recommendation: Movie 1503:8 Heads in a Duffel Bag (Genres: Comedy, Crime; Language: en; Overview: Hitman Tommy Spinelli loses bag of severed heads at airport.), Movie 2057:The Incredible Journey (Genres: Adventure, Family; Language: en; Overview: Three pets embark on a journey home after losing owners.), Movie 510:Poetic Justice (Genres: Drama, Romance; Language: en; Overview: Justice, a young poet, experiences life during an overnight delivery.), Movie 413:Airheads (Genres: Comedy, Crime, Music; Language: en; Overview: Band takes over radio station to promote their demo tape.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 3518:The End of Violence (Genres: Drama, Thriller; Language: en; Overview: Hollywood producer Mike Max is kidnapped, prompting love and intrigue.), Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Movie 3606:On the Town (Genres: Comedy, Music, Romance; Language: en; Overview: Three sailors explore New York, encountering love and adventure.), Movie 1867:Tarzan and the Lost City (Genres: Action, Adventure; Language: en; Overview: Tarzan returns to Africa to save his homeland from destruction.), Movie 1175:Delicatessen (Genres: Comedy, Science Fiction, Fantasy; Language: fr; Overview: Surreal black comedy: butcher uses human flesh; chaos ensues.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1175 - Reason: This movie combines dark comedy and surreal elements, aligning with the user's appreciation for unique storytelling as seen in "The City of Lost Children." Rank 2: Movie 1635 - Reason: The family drama and chaotic dynamics resonate with the user's interest in complex character relationships, similar to "High Art." Rank 3: Movie 1250 - Reason: The historical drama and moral dilemmas echo the user's taste for thought-provoking narratives, akin to "Howards End." Rank 4: Movie 413 - Reason: The comedic elements and music theme may appeal to the user's enjoyment of light-hearted stories, reminiscent of "Romy and Michele's High School Reunion." Rank 5: Movie 3606 - Reason: The romantic adventures set against a musical backdrop align with the user's interest in romance and comedy, similar to "Orlando." Rank 6: Movie 3518 - Reason: The thriller aspects and exploration of complex relationships resonate with the user's preference for intense narratives, reminiscent of "Being John Malkovich." Rank 7: Movie 510 - Reason: The romantic drama featuring a young poet connects with the user's interest in love stories, similar to "Edward Scissorhands." Rank 8: Movie 1867 - Reason: The action-adventure theme may not strongly align with the user's preference for more character-driven stories, as seen in their history. Rank 9: Movie 1503 - Reason: The crime-comedy elements may not resonate with the user's interest in deeper narratives, contrasting with their preference for films like "Bob Roberts." Rank 10: Movie 2057 - Reason: The family adventure may lack the complexity and thematic depth that the user tends to enjoy, as seen in their higher-ranked films.

Rank 1: Movie 1635 - Reason: The film's exploration of family dynamics and emotional chaos aligns with the user's interest in character-driven dramas, as seen in their history. Rank 2: Movie 3606 - Reason: This musical comedy's themes of love and adventure resonate with the user's enjoyment of romantic and whimsical narratives. Rank 3: Movie 3518 - Reason: The blend of drama and thriller elements in this film matches the user's preference for complex, thought-provoking stories. Rank 4: Movie 1175 - Reason: The surreal and darkly comedic aspects of this film appeal to the user's taste for unique and imaginative storytelling, as evident in their preferences. Rank 5: Movie 413 - Reason: This comedy's focus on music and the antics of a band aligns with the user's enjoyment of humorous narratives, as seen in their history. Rank 6: Movie 510 - Reason: The romantic and poetic themes in this film resonate with the user's interest in love stories, similar to those in their watched movies. Rank 7: Movie 1250 - Reason: This historical drama's themes of struggle and resilience connect with the user's appreciation for deep, character-driven narratives. Rank 8: Movie 1503 - Reason: The comedic crime elements may not align closely with the user's preference for more serious or thought-provoking narratives. Rank 9: Movie 1867 - Reason: The action-adventure focus may not resonate as much with the user's preference for character-driven stories and emotional depth. Rank 10: Movie 2057 - Reason: While a family adventure, this film may lack the complexity and emotional engagement the user typically enjoys in their movie selections.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.) Movie 515:The Remains of the Day (Genres: Drama, Romance; Language: en; Overview: Butler's decorum challenged by love and political tensions post-WWI.) Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.) Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.) Movie 1729:Jackie Brown (Genres: Comedy, Crime, Romance; Language: en; Overview: Jackie Brown schemes to keep smuggled money from her boss.) Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.) Movie 2029:Billy's Hollywood Screen Kiss (Genres: Comedy, Romance; Language: en; Overview: Struggling photographer Billy pursues waiter Gabriel through artistic project.) Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.) Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.) Movie 3163:Topsy-Turvy (Genres: Comedy, Drama, Music; Language: en; Overview: Gilbert and Sullivan's tensions lead to "The Mikado's" success.) There are 10 Candidates for recommendation: Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Movie 1572:Contempt (Genres: Drama; Language: fr; Overview: Screenwriter's marriage crumbles as wife bonds with film producer.), Movie 1175:Delicatessen (Genres: Comedy, Science Fiction, Fantasy; Language: fr; Overview: Surreal black comedy: butcher uses human flesh; chaos ensues.), Movie 3065:Ten Benny (Genres: Drama, Action; Language: en; Overview: Young salesman’s arrogance leads to gambling debts and misery.), Movie 1826:Barney's Great Adventure (Genres: Family; Language: en; Overview: Kids chase colorful egg with Barney after it’s carted off.), Movie 1690:Alien: Resurrection (Genres: Science Fiction, Horror, Action; Language: en; Overview: Scientists clone Ripley; new aliens emerge, threatening Earth’s safety.), Movie 1500:Grosse Pointe Blank (Genres: Action, Comedy, Thriller, Romance; Language: en; Overview: Freelance hitman develops conscience, attends high school reunion.), Movie 2160:Rosemary's Baby (Genres: Horror, Drama, Mystery; Language: en; Overview: Couple moves in, Rosemary fears for her unborn baby's safety.), Movie 3838:Phantasm III: Lord of the Dead (Genres: Horror, Action, Science Fiction; Language: en; Overview: Tall Man returns, haunting Mike and Reggie’s dangerous quest.), Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1635 - Reason: The family drama and chaotic Thanksgiving setting resonate with the user's appreciation for character-driven narratives, as seen in "The Remains of the Day." Rank 2: Movie 1921 - Reason: The mathematical genius theme and psychological intensity resonate with the user's interest in thrilling and intelligent narratives, similar to "The Matrix." Rank 3: Movie 1175 - Reason: This surreal black comedy's unique storytelling aligns with the user's taste for quirky, unconventional films like "Cold Comfort Farm." Rank 4: Movie 1500 - Reason: The blend of action, comedy, and romance mirrors the user's enjoyment of films like "Jackie Brown" and "Bowfinger." Rank 5: Movie 2160 - Reason: The psychological horror and suspense elements reflect the user's interest in dramatic tension, akin to "The Remains of the Day." Rank 6: Movie 3838 - Reason: The horror and action elements may not align closely with the user's preferences, which lean more towards drama and comedy. Rank 7: Movie 3065 - Reason: The drama surrounding gambling debts and personal failure may not appeal to the user's preference for lighter, more comedic narratives. Rank 8: Movie 1690 - Reason: The science fiction and horror blend might not resonate as strongly with the user, who prefers character-driven stories over genre-heavy plots. Rank 9: Movie 1826 - Reason: The family-oriented theme may not align with the user's interest in more mature, complex narratives, as seen in their history. Rank 10: Movie 1572 - Reason: The focus on a crumbling marriage and artistic struggles may not appeal to the user, who tends to favor more comedic or uplifting stories.

Rank 1: Movie 1635 - Reason: This film's exploration of family dynamics and chaos during a holiday resonates with the user's appreciation for character-driven narratives, as seen in "The Remains of the Day." Rank 2: Movie 1921 - Reason: The mathematical genius theme and psychological intensity resonate with the user's interest in thrilling and intelligent narratives, akin to "The Matrix." Rank 3: Movie 3065 - Reason: The story of a young man's downfall due to arrogance aligns with the user's interest in character struggles and moral dilemmas, similar to "Jackie Brown." Rank 4: Movie 1690 - Reason: This film combines science fiction, horror, and action elements, appealing to the user's taste for complex, genre-blending stories like "The Matrix." Rank 5: Movie 2160 - Reason: The tension surrounding motherhood and fear for a child's safety connects with the user's appreciation for psychological drama, as seen in "The Remains of the Day." Rank 6: Movie 1500 - Reason: The blend of action, comedy, and a protagonist with a moral awakening aligns with the user’s enjoyment of character-driven stories like "Bullets Over Broadway." Rank 7: Movie 1175 - Reason: The surreal and darkly comedic elements may not resonate with the user’s preference for more straightforward narratives seen in their history. Rank 8: Movie 1572 - Reason: The exploration of a crumbling marriage may not align with the user’s preference for more uplifting or comedic narratives, as seen in "Cold Comfort Farm." Rank 9: Movie 3838 - Reason: The horror elements and chaotic narrative may not appeal to the user, who seems to prefer more character-focused and dramatic stories. Rank 10: Movie 1826 - Reason: The family-oriented and simplistic nature of this film may not align with the user's preference for more complex and thought-provoking narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.) Movie 506:Orlando (Genres: Romance, Drama, Fantasy; Language: en; Overview: Orlando inherits property, transforms into a woman, navigates centuries.) Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.) Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.) Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.) Movie 1449:Waiting for Guffman (Genres: Music, Comedy; Language: en; Overview: Corky St. Clair stages a Broadway-style anniversary celebration in Blaine.) Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.) Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 2390:Little Voice (Genres: Comedy, Drama; Language: en; Overview: Grieving girl discovers singing talent, faces challenges pursuing dreams.) There are 10 Candidates for recommendation: Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 3114:Toy Story 2 (Genres: Animation, Comedy, Family; Language: en; Overview: Andy leaves for camp; toys rescue Woody from collector Al.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 188:The Prophecy (Genres: Fantasy, Horror, Thriller; Language: en; Overview: Gabriel seeks a soul; a priest and girl must intervene.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 3484:The Skulls (Genres: Crime, Drama, Thriller; Language: en; Overview: Luke's excitement for The Skulls fades with unsettling revelations.), Movie 2818:Iron Eagle IV (Genres: Action, Adventure; Language: en; Overview: Chappy trains misfits for competition, uncovering toxic waste dealings.), Movie 1175:Delicatessen (Genres: Comedy, Science Fiction, Fantasy; Language: fr; Overview: Surreal black comedy: butcher uses human flesh; chaos ensues.), Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 32 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1535 - Reason: The intimate gathering of friends in a secluded setting resonates with the user's appreciation for character-driven narratives and emotional depth. Rank 3: Movie 908 - Reason: The suspenseful plot and mistaken identity theme connect with the user's interest in thrilling and engaging stories, similar to their enjoyment of quirky narratives. Rank 4: Movie 1250 - Reason: The historical drama and themes of resilience in the face of adversity align with the user's taste for profound and impactful storytelling. Rank 5: Movie 1175 - Reason: The surreal black comedy and unique storytelling style appeal to the user's enjoyment of unconventional narratives, as seen in their history. Rank 6: Movie 714 - Reason: The blend of drama and fantasy, along with the spiritual journey, resonates with the user's interest in character exploration and existential themes. Rank 7: Movie 2818 - Reason: The action-adventure elements may not align closely with the user's preference for more character-driven or thought-provoking films. Rank 8: Movie 3484 - Reason: The crime and thriller aspects may not fully resonate with the user's taste for deeper emotional narratives and character development. Rank 9: Movie 3114 - Reason: While entertaining, the animated family film may not match the user's preference for more nuanced and complex storytelling found in their history. Rank 10: Movie 188 - Reason: The horror and thriller elements may not align with the user's interests, which seem to favor drama and comedy over darker themes.

Rank 1: Movie 908 - Reason: This movie combines mystery and thriller elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 3114 - Reason: The animated comedy and family themes resonate with the user's enjoyment of lighthearted yet meaningful narratives found in their previous choices. Rank 3: Movie 2818 - Reason: The action and adventure aspects, along with themes of camaraderie, appeal to the user's interest in dynamic storytelling, similar to the humor in "Austin Powers." Rank 4: Movie 3484 - Reason: The crime and drama elements, along with the psychological tension, connect with the user's appreciation for intricate character studies, akin to "The Big Lebowski." Rank 5: Movie 1175 - Reason: The surreal black comedy and unique storytelling style align with the user's taste for unconventional narratives, as seen in "Living in Oblivion." Rank 6: Movie 1535 - Reason: This drama about friendship and summer gatherings resonates with the user's interest in character-driven stories, similar to "High Art." Rank 7: Movie 32 - Reason: The science fiction and thriller components, along with a time travel narrative, align with the user's preference for intellectually stimulating plots. Rank 8: Movie 188 - Reason: The fantasy and horror elements may not resonate as strongly with the user, given their preference for more grounded dramas and comedies. Rank 9: Movie 1250 - Reason: The historical war drama might be less appealing to the user, who seems to favor contemporary and character-focused narratives. Rank 10: Movie 714 - Reason: The slow-paced, existential themes in this western may not align with the user's preference for more engaging and humorous storytelling.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.) Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.) Movie 896:Wild Reeds (Genres: Drama, Romance; Language: fr; Overview: Rural France, 1960s music, love triangle among four students.) Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.) Movie 1759:Four Days in September (Genres: Action, Drama, Foreign, History, Thriller; Language: pt; Overview: Journalist kidnaps ambassador to free friend and political prisoners.) Movie 2029:Billy's Hollywood Screen Kiss (Genres: Comedy, Romance; Language: en; Overview: Struggling photographer Billy pursues waiter Gabriel through artistic project.) Movie 2390:Little Voice (Genres: Comedy, Drama; Language: en; Overview: Grieving girl discovers singing talent, faces challenges pursuing dreams.) Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.) Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.) Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 431:Carlito's Way (Genres: Action, Crime, Drama, Thriller; Language: en; Overview: Ex-con vows to avoid drugs, violence, seeking a better life.), Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Movie 121:The Boys of St. Vincent (Genres: Drama; Language: en; Overview: Boys sexually abused at Newfoundland orphanage run by religious community.), Movie 126:The Neverending Story III: Escape from Fantasia (Genres: Fantasy; Language: en; Overview: Boy restores order after bullies steal magical portal book.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 223:Clerks (Genres: Comedy; Language: en; Overview: Bored clerks Dante and Randal navigate life with humor and antics.), Movie 1832:Heaven's Burning (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Midori fakes kidnapping, escapes marriage, and becomes robbery hostage.), Movie 2409:Rocky II (Genres: Drama; Language: en; Overview: Rocky and Creed face off again in a brutal rematch.), Movie 3639:The Man with the Golden Gun (Genres: Adventure, Action, Thriller; Language: en; Overview: A golden bullet from Scaramanga targets Bond's mission to stop him.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1635 - Reason: The film's exploration of family dynamics and personal turmoil during a holiday resonates with the user's appreciation for character-driven dramas like "Living in Oblivion" and "Wild Reeds." Rank 2: Movie 908 - Reason: This classic thriller features mistaken identity and suspense, aligning with the user's interest in complex narratives as seen in "Reservoir Dogs." Rank 3: Movie 1250 - Reason: The historical drama elements and moral dilemmas presented in this film connect with the user's taste for thought-provoking stories, similar to "Four Days in September." Rank 4: Movie 2409 - Reason: The underdog story and themes of perseverance in "Rocky II" appeal to the user's affinity for character growth and drama, akin to "Little Voice." Rank 5: Movie 126 - Reason: The fantasy elements and whimsical story may not resonate as strongly with the user, who prefers more grounded narratives like "Being John Malkovich." Rank 6: Movie 223 - Reason: The comedic yet relatable situations in "Clerks" align with the user's enjoyment of character-driven humor, similar to "Billy's Hollywood Screen Kiss." Rank 7: Movie 121 - Reason: The serious and heavy themes of abuse in this film may not appeal to the user, who tends to favor lighter dramas or comedies. Rank 8: Movie 3639 - Reason: While action-packed, the film's reliance on typical spy tropes may not align with the user's preference for unique storytelling found in movies like "Reservoir Dogs." Rank 9: Movie 1832 - Reason: The film's combination of crime and action may not resonate with the user's interest in more nuanced character explorations seen in "Howards End." Rank 10: Movie 431 - Reason: The violent and gritty narrative of "Carlito's Way" may not align with the user's preference for more subtle and character-focused storytelling.

Rank 1: Movie 223 - Reason: The humor and everyday struggles of the clerks resonate with the user's appreciation for character-driven narratives found in films like "Living in Oblivion." Rank 2: Movie 121 - Reason: The serious themes of abuse and resilience align with the user's interest in dramatic and impactful storytelling, as seen in "Wild Reeds." Rank 3: Movie 1250 - Reason: The historical context and character development in a war setting appeal to the user's taste for complex dramas like "Four Days in September." Rank 4: Movie 1832 - Reason: The blend of action and personal stakes mirrors the user's enjoyment of intense narratives, similar to "Reservoir Dogs." Rank 5: Movie 3639 - Reason: The adventurous spirit and iconic action elements align with the user's interest in thrilling stories, as seen in "El Mariachi." Rank 6: Movie 2409 - Reason: The underdog story and emotional depth resonate with the user's appreciation for character arcs in films like "Little Voice." Rank 7: Movie 126 - Reason: The fantasy elements and youthful adventure parallel the user's enjoyment of imaginative storytelling found in "The Nightmare Before Christmas." Rank 8: Movie 1635 - Reason: The exploration of family dynamics and emotional turmoil connects with the user's interest in character-driven dramas like "Being John Malkovich." Rank 9: Movie 908 - Reason: The mystery and suspense may not align with the user's preference for more character-focused narratives, as seen in their previous selections. Rank 10: Movie 431 - Reason: The crime and action elements might not resonate as strongly with the user's preference for more nuanced and dramatic storytelling.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.) Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.) Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.) Movie 1610:The Hunt for Red October (Genres: Action, Adventure, Thriller; Language: en; Overview: Soviet sub vanishes; U.S. Navy and CIA investigate possible intentions.) Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.) Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 2390:Little Voice (Genres: Comedy, Drama; Language: en; Overview: Grieving girl discovers singing talent, faces challenges pursuing dreams.) Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.) Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.) There are 10 Candidates for recommendation: Movie 3688:Porky's (Genres: Comedy; Language: en; Overview: In 1954, teens seek revenge on nightclub owner and sheriff.), Movie 951:His Girl Friday (Genres: Comedy, Drama; Language: en; Overview: Hildy announces engagement; Walter sabotages fiancé to win her back.), Movie 687:Country Life (Genres: Drama, Romance; Language: en; Overview: Chekhov's "Uncle Vanya" adapted to 1920s rural Australia themes.), Movie 2149:House II: The Second Story (Genres: Fantasy, Horror, Comedy; Language: en; Overview: Young couple discovers family history and cursed crystal skull.), Movie 2615:My Science Project (Genres: Comedy, Family, Fantasy, Science Fiction; Language: en; Overview: Michael and Ellie find a glowing orb threatening humanity's existence.), Movie 3549:Guys and Dolls (Genres: Comedy, Music, Romance; Language: en; Overview: Gambler and missionary fall in love amid a hidden bet.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 509 - Reason: This film's exploration of love and conflict through a unique narrative aligns with the user's appreciation for deep emotional stories as seen in "High Art" and "The Opposite of Sex." Rank 2: Movie 1715 - Reason: The dark humor and psychological twists in this horror-comedy resonate with the user's interest in unconventional narratives like "Pulp Fiction" and "The Big Lebowski." Rank 3: Movie 32 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 4: Movie 1535 - Reason: The film's focus on friendship and personal connection in a dramatic setting reflects the user's taste for character-driven narratives, similar to "High Art." Rank 5: Movie 2615 - Reason: The blend of comedy and science fiction in this family-friendly adventure matches the user's enjoyment of light-hearted yet imaginative films like "Austin Powers." Rank 6: Movie 687 - Reason: This adaptation of Chekhov's work offers a rich emotional narrative that may appeal to the user's appreciation for drama and romance as seen in "The Piano." Rank 7: Movie 2149 - Reason: The fantasy and comedic elements in this horror-comedy may not align closely with the user's preferences, which lean more towards serious and dramatic themes. Rank 8: Movie 3688 - Reason: While this film has comedic elements, its focus on teenage antics may not resonate as strongly with the user's taste for more sophisticated narratives. Rank 9: Movie 3549 - Reason: The musical aspect and traditional romantic comedy format may not align with the user's preference for more unconventional storytelling seen in "Being John Malkovich." Rank 10: Movie 951 - Reason: Although a classic, the straightforward romantic comedy plot may not engage the user as much as the more complex narratives they typically enjoy.

Rank 1: Movie 3688 - Reason: This movie's comedic elements and themes of teenage rebellion resonate with the user's enjoyment of quirky and humorous narratives like "Austin Powers: International Man of Mystery." Rank 2: Movie 951 - Reason: The fast-paced dialogue and romantic tension in this classic comedy align with the user's appreciation for witty and engaging storytelling, similar to "Pulp Fiction." Rank 3: Movie 1535 - Reason: The exploration of friendship and emotional depth in this drama connects with the user's interest in character-driven stories, as seen in "High Art." Rank 4: Movie 32 - Reason: This film's intricate plot involving time travel and mystery appeals to the user's taste for complex narratives, akin to "The Matrix." Rank 5: Movie 2615 - Reason: The blend of comedy and science fiction in this family-friendly film aligns with the user's preference for light-hearted yet imaginative stories, similar to "Austin Powers." Rank 6: Movie 3549 - Reason: The romantic and comedic elements in this musical film resonate with the user's enjoyment of character relationships, reflecting themes found in "The Big Lebowski." Rank 7: Movie 687 - Reason: The dramatic adaptation of Chekhov's work may not align closely with the user's preference for more contemporary narratives, as seen in their history. Rank 8: Movie 1715 - Reason: The horror-comedy mix in this film might not appeal to the user, given their preference for more straightforward comedies or dramas. Rank 9: Movie 509 - Reason: The slow-paced and introspective nature of this drama may not resonate with the user's preference for more dynamic and engaging films. Rank 10: Movie 2149 - Reason: This fantasy-horror-comedy may not align with the user's interest in grounded narratives, as their history leans towards more realistic or character-driven stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.) Movie 506:Orlando (Genres: Romance, Drama, Fantasy; Language: en; Overview: Orlando inherits property, transforms into a woman, navigates centuries.) Movie 1192:Paris is Burning (Genres: Documentary; Language: en; Overview: 1980s NYC drag scene: balls, voguing, dreams, and vibrant culture.) Movie 1513:Romy and Michele's High School Reunion (Genres: Comedy; Language: en; Overview: Party girls pretend to be successful at high school reunion.) Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.) Movie 1610:The Hunt for Red October (Genres: Action, Adventure, Thriller; Language: en; Overview: Soviet sub vanishes; U.S. Navy and CIA investigate possible intentions.) Movie 1759:Four Days in September (Genres: Action, Drama, Foreign, History, Thriller; Language: pt; Overview: Journalist kidnaps ambassador to free friend and political prisoners.) Movie 2029:Billy's Hollywood Screen Kiss (Genres: Comedy, Romance; Language: en; Overview: Struggling photographer Billy pursues waiter Gabriel through artistic project.) Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.) Movie 2337:Velvet Goldmine (Genres: Drama, Music; Language: en; Overview: Journalist investigates glam-rock star Brian Slade's mysterious disappearance.) There are 10 Candidates for recommendation: Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.), Movie 1175:Delicatessen (Genres: Comedy, Science Fiction, Fantasy; Language: fr; Overview: Surreal black comedy: butcher uses human flesh; chaos ensues.), Movie 520:Robin Hood: Men in Tights (Genres: Comedy; Language: en; Overview: Robin Hood returns, fights King John and Sheriff of Rottingham.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 2796:Funny Farm (Genres: Comedy; Language: en; Overview: Chevy Chase's character faces comedic disasters in a quirky town.), Movie 84:Last Summer in the Hamptons (Genres: ; Language: en; Overview: Theatrical family confronts secrets during summer retreat's last weekend.), Movie 2898:The Dark Half (Genres: Mystery, Horror; Language: en; Overview: Thad's pseudonym George Stark becomes a murderous alter ego.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1535 - Reason: This film explores deep friendships and personal struggles, resonating with the user's appreciation for character-driven narratives as seen in "Paris is Burning" and "Romy and Michele's High School Reunion." Rank 2: Movie 1175 - Reason: The surreal black comedy and unique storytelling align with the user's interest in unconventional narratives, similar to the creativity found in "Crumb" and "Austin Powers: International Man of Mystery." Rank 3: Movie 1250 - Reason: This historical drama's themes of conflict and resilience parallel the user's interest in intense, thought-provoking stories like "The Hunt for Red October" and "Four Days in September." Rank 4: Movie 509 - Reason: The exploration of love and conflict in a dramatic setting aligns with the user's affinity for romantic dramas, as seen in "Orlando" and "Edward Scissorhands." Rank 5: Movie 714 - Reason: The blend of fantasy and a spiritual journey resonates with the user's appreciation for unique storytelling and character development, similar to "Edward Scissorhands." Rank 6: Movie 2796 - Reason: The comedic misadventures in a quirky setting may appeal to the user's enjoyment of light-hearted comedies like "Romy and Michele's High School Reunion" and "Austin Powers: International Man of Mystery." Rank 7: Movie 1633 - Reason: The family drama and themes of protection resonate with the user's interest in character-driven stories, akin to "Paris is Burning" and "The Piano." Rank 8: Movie 2898 - Reason: The mystery and horror elements might not align with the user's predominant interests in comedy and drama, as seen in their history of preferred films. Rank 9: Movie 84 - Reason: The theatrical family drama may not strongly resonate with the user, as they seem to prefer more vibrant and engaging narratives, unlike the slower pace of this film. Rank 10: Movie 520 - Reason: The comedic take on a classic tale may not appeal as much to the user, who seems to favor more character-focused and dramatic narratives rather than parody.

Rank 1: Movie 84 - Reason: This film explores family dynamics and secrets, resonating with the user's interest in character-driven narratives as seen in their documentary preferences. Rank 2: Movie 1250 - Reason: The historical and dramatic elements of this war film align with the user's appreciation for intense, thought-provoking stories like "Crumb" and "Paris is Burning." Rank 3: Movie 1175 - Reason: The surreal and dark comedic aspects of this film match the user's taste for unique storytelling found in "Romy and Michele's High School Reunion." Rank 4: Movie 2898 - Reason: This mystery and horror blend reflects the user's interest in complex narratives, similar to the psychological depth seen in "The Hunt for Red October." Rank 5: Movie 520 - Reason: The comedic take on a classic tale aligns with the user's enjoyment of light-hearted films like "Austin Powers: International Man of Mystery." Rank 6: Movie 509 - Reason: This romantic drama's exploration of love and conflict resonates with the user's affinity for emotional storytelling as seen in "Orlando." Rank 7: Movie 1535 - Reason: The themes of friendship and summer gatherings connect with the user's enjoyment of character-focused narratives in "Romy and Michele's High School Reunion." Rank 8: Movie 714 - Reason: The blend of drama and fantasy in this Western offers a unique narrative style that may not align closely with the user's documented preferences. Rank 9: Movie 2796 - Reason: The comedic disasters faced by the protagonist may not resonate as strongly with the user's interest in more profound and meaningful stories. Rank 10: Movie 1633 - Reason: This drama's focus on familial struggles may not appeal to the user, who seems to prefer more vibrant and dynamic narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 506:Orlando (Genres: Romance, Drama, Fantasy; Language: en; Overview: Orlando inherits property, transforms into a woman, navigates centuries.) Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.) Movie 1449:Waiting for Guffman (Genres: Music, Comedy; Language: en; Overview: Corky St. Clair stages a Broadway-style anniversary celebration in Blaine.) Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.) Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.) Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.) Movie 2959:Fight Club (Genres: Drama; Language: en; Overview: Insomniac and salesman create therapy; fight clubs spiral out-of-control.) Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 1680:Sliding Doors (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: Gwyneth Paltrow's character navigates love and choices in parallel stories.), Movie 1227:Once Upon a Time in America (Genres: Drama, Crime; Language: en; Overview: Jewish gangster returns to confront past regrets in Manhattan.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 1426:Zeus & Roxanne (Genres: Action, Adventure, Comedy, Family, Romance; Language: en; Overview: Marine biologist Mary Beth befriends dog Zeus and loves owner Terry.), Movie 3644:Dark Command (Genres: Drama, Romance, Western; Language: en; Overview: Texan Seton confronts ambition and conflict in pre-Civil War Kansas.), Movie 58:The Postman (Genres: Comedy, Drama, Romance; Language: it; Overview: Italian postman discovers poetry, impresses Beatrice while delivering mail.), Movie 3322:3 Strikes (Genres: Action, Comedy, Romance; Language: en; Overview: Brian Hooks escapes after friend shoots police; seeks redemption.), Movie 1666:Hugo Pool (Genres: Comedy, Romance; Language: en; Overview: Hugo Pool: a pool cleaner's quirky love story amid illness.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 908 - Reason: This movie combines mystery and thriller elements, aligning with the user's interest in complex narratives as seen in "Fight Club" and "Boys Don't Cry." Rank 2: Movie 509 - Reason: The romantic and dramatic themes resonate with the user's appreciation for deep emotional stories, similar to "High Art" and "Orlando." Rank 3: Movie 32 - Reason: The science fiction and thriller aspects appeal to the user's taste for thought-provoking narratives, akin to "Fight Club" and "Waiting for Guffman." Rank 4: Movie 3644 - Reason: The blend of drama and romance reflects the user's interest in character-driven stories, similar to "Cold Comfort Farm" and "High Art." Rank 5: Movie 1666 - Reason: The quirky romantic comedy aligns with the user's enjoyment of light-hearted narratives, reminiscent of "Bowfinger" and "A Bug's Life." Rank 6: Movie 1426 - Reason: The family-friendly adventure and romance elements cater to the user's appreciation for feel-good stories, similar to "A Bug's Life." Rank 7: Movie 3322 - Reason: The action-comedy blend with themes of redemption aligns with the user's interest in character arcs, similar to "Fight Club." Rank 8: Movie 1227 - Reason: The drama and crime elements may not resonate as strongly with the user, given their preference for lighter narratives like "Orlando." Rank 9: Movie 58 - Reason: The comedic and romantic themes may not align with the user's preference for more dramatic and complex stories, as seen in "Boys Don't Cry." Rank 10: Movie 1680 - Reason: The parallel storylines and romantic elements might be less appealing to the user, who seems to favor more intense and thought-provoking narratives.

Rank 1: Movie 1426 - Reason: This movie blends action, adventure, and romance, appealing to the user's appreciation for character-driven narratives and emotional connections, similar to "Orlando" and "High Art." Rank 2: Movie 1680 - Reason: The parallel storytelling and exploration of love and choices resonate with the user's interest in romance and complex narratives, as seen in "Waiting for Guffman" and "Boys Don't Cry." Rank 3: Movie 32 - Reason: This film's time travel and mystery elements align with the user's taste for thought-provoking and intense stories, reminiscent of "Fight Club" and "Fast, Cheap & Out of Control." Rank 4: Movie 3644 - Reason: The dramatic and romantic themes in a historical setting connect with the user's enjoyment of deep emotional narratives, similar to "The Piano" and "High Art." Rank 5: Movie 3322 - Reason: This movie's mix of action, comedy, and romance mirrors the user's preference for light-hearted yet engaging stories, akin to "Bowfinger" and "A Bug's Life." Rank 6: Movie 509 - Reason: The exploration of love and conflict through a unique lens appeals to the user's appreciation for romantic dramas, similar to "Orlando" and "High Art." Rank 7: Movie 1227 - Reason: The themes of regret and redemption in a crime drama resonate with the user's interest in complex character arcs, akin to "Boys Don't Cry" and "Fight Club." Rank 8: Movie 908 - Reason: While a classic thriller, its mystery elements may not strongly align with the user's preference for character-driven narratives, making it less appealing than others. Rank 9: Movie 58 - Reason: The comedic and romantic elements may not fully capture the user's interest, as they tend to favor more dramatic and thought-provoking stories. Rank 10: Movie 1666 - Reason: The quirky love story may not resonate as much with the user's taste for deeper, more serious narratives found in their preferred films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.) Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.) Movie 1095:Glengarry Glen Ross (Genres: Crime, Drama, Mystery; Language: en; Overview: Four unscrupulous real estate agents resort to unethical tactics for sales.) Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.) Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.) Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.) Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.) Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.) Movie 3163:Topsy-Turvy (Genres: Comedy, Drama, Music; Language: en; Overview: Gilbert and Sullivan's tensions lead to "The Mikado's" success.) Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.) There are 10 Candidates for recommendation: Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 478:Jimmy Hollywood (Genres: Comedy; Language: en; Overview: Jimmy becomes a vigilante, while his girlfriend grows frustrated.), Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Movie 44:Mortal Kombat (Genres: Action, Fantasy; Language: en; Overview: Three warriors must defeat an evil sorcerer to save Earth.), Movie 3703:Mad Max 2: The Road Warrior (Genres: Adventure, Action, Thriller, Science Fiction; Language: en; Overview: Max battles Lord Humungus for gasoline in a post-apocalyptic Outback.), Movie 1939:The Best Years of Our Lives (Genres: Drama, History, Romance; Language: en; Overview: Three WWII veterans face challenges returning home after war.), Movie 3522:Sacco & Vanzetti (Genres: Crime, Drama, History; Language: en; Overview: Two anarchists wrongfully tried for murder due to political beliefs.), Movie 2803:The Pelican Brief (Genres: Drama, Mystery, Thriller, Crime; Language: en; Overview: Assassinated justices, lone student discovers truth; journalist seeks story, danger.), Movie 3635:The Spy Who Loved Me (Genres: Adventure, Action, Thriller; Language: en; Overview: Submarines vanish; Bond investigates while KGB pursues the mystery.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1250 - Reason: This film's exploration of moral dilemmas and leadership under pressure resonates with the user's appreciation for complex narratives, similar to "Glengarry Glen Ross." Rank 2: Movie 908 - Reason: The suspenseful plot and mistaken identity theme align with the user's enjoyment of thrillers and mysteries, as seen in "The Nightmare Before Christmas." Rank 3: Movie 1635 - Reason: The family dynamics and emotional chaos during Thanksgiving reflect the user's interest in character-driven dramas like "Living in Oblivion." Rank 4: Movie 1939 - Reason: The historical context and emotional struggles of veterans returning home connect with the user's appreciation for deep, dramatic storytelling, akin to "Howards End." Rank 5: Movie 478 - Reason: The comedic elements and the theme of a vigilante hero may appeal to the user's taste for quirky comedies, as seen in "Austin Powers: International Man of Mystery." Rank 6: Movie 44 - Reason: The action-packed narrative and fantastical elements might not align closely with the user's preference for more character-focused stories. Rank 7: Movie 2803 - Reason: The investigative thriller aspect and legal drama may not resonate as strongly with the user's preferred genres of comedy and indie films. Rank 8: Movie 3703 - Reason: The post-apocalyptic setting and action-oriented plot may be less appealing to the user, who prefers character-driven narratives over pure action. Rank 9: Movie 3522 - Reason: The historical drama about political injustice may not align with the user's preference for lighter, comedic films like "Bowfinger." Rank 10: Movie 3635 - Reason: The spy adventure genre may not match the user's inclination towards more comedic and dramatic narratives, making it less appealing.

Rank 1: Movie 1635 - Reason: The film's exploration of family dynamics and chaos during a holiday resonates with the user's appreciation for character-driven dramas like "Living in Oblivion." Rank 2: Movie 3522 - Reason: This movie's historical context and themes of injustice align with the user's interest in thought-provoking narratives, similar to "Glengarry Glen Ross." Rank 3: Movie 1939 - Reason: The post-war challenges faced by veterans provide a deep emotional narrative that complements the user's taste for dramatic storytelling, akin to "Howards End." Rank 4: Movie 478 - Reason: The comedic elements and the theme of a character's transformation into a vigilante echo the user's enjoyment of quirky comedies like "Austin Powers." Rank 5: Movie 1250 - Reason: The historical war backdrop and moral dilemmas present in this film connect with the user's appreciation for complex narratives seen in "The Ice Storm." Rank 6: Movie 3635 - Reason: The action and adventure elements, along with a spy narrative, resonate with the user's interest in thrilling stories, similar to "The Nightmare Before Christmas." Rank 7: Movie 3703 - Reason: The post-apocalyptic setting and intense action reflect the user's enjoyment of high-stakes narratives, reminiscent of "Mad Max 2." Rank 8: Movie 908 - Reason: The mystery and thriller aspects, combined with a chase narrative, align with the user's preference for suspenseful plots, as seen in "Glengarry Glen Ross." Rank 9: Movie 2803 - Reason: The legal drama and thriller elements may not resonate as much with the user’s preference for more lighthearted or comedic narratives. Rank 10: Movie 44 - Reason: The fantasy action premise may not align with the user's interest in character-driven stories or deeper thematic explorations.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.) Movie 515:The Remains of the Day (Genres: Drama, Romance; Language: en; Overview: Butler's decorum challenged by love and political tensions post-WWI.) Movie 1449:Waiting for Guffman (Genres: Music, Comedy; Language: en; Overview: Corky St. Clair stages a Broadway-style anniversary celebration in Blaine.) Movie 1610:The Hunt for Red October (Genres: Action, Adventure, Thriller; Language: en; Overview: Soviet sub vanishes; U.S. Navy and CIA investigate possible intentions.) Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.) Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.) Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.) Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.) Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.) Movie 3083:All About My Mother (Genres: Comedy, Drama; Language: es; Overview: Mother mourns son’s tragic death, informs distant father in Barcelona.) There are 10 Candidates for recommendation: Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 3388:Harry and the Hendersons (Genres: Comedy, Family, Fantasy; Language: en; Overview: Hendersons find a "bigfoot," mistaken for dead; he's friendly.), Movie 735:Cemetery Man (Genres: Fantasy, Drama, Horror, Comedy; Language: it; Overview: Cemetery man and assistant must stop resurrected corpses; chaos ensues.), Movie 2405:The Jewel of the Nile (Genres: Action, Adventure, Comedy, Romance; Language: en; Overview: Joan Wilder faces danger, intrigue, and love with Jack's help.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 3854:Aimee & Jaguar (Genres: Drama, History, Romance; Language: de; Overview: Jewish woman and mother find love amid war's dangers.), Movie 3911:Best in Show (Genres: Comedy; Language: en; Overview: Excitement builds as diverse contestants prepare for Mayflower Dog Show.), Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 3697:Predator 2 (Genres: Science Fiction, Action, Thriller; Language: en; Overview: Mercenaries confront returning alien in Los Angeles; chaos ensues.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 908 - Reason: This movie combines mystery and thriller elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 509 - Reason: The romantic and dramatic themes resonate with the user's interest in character-driven narratives, particularly those involving deep emotional connections. Rank 3: Movie 1535 - Reason: The focus on friendship and personal growth in a dramatic context matches the user's appreciation for character dynamics, similar to "The Remains of the Day." Rank 4: Movie 1635 - Reason: The chaotic family dynamics during a holiday resonate with the user's enjoyment of character-driven dramas, akin to "Waiting for Guffman." Rank 5: Movie 3854 - Reason: The historical romance set against a backdrop of conflict aligns with the user's interest in poignant love stories, similar to "Boys Don't Cry." Rank 6: Movie 3388 - Reason: The comedic and family-friendly elements might appeal to the user's lighter tastes, reflecting the humor found in "The Big Lebowski." Rank 7: Movie 2405 - Reason: This action-adventure film with romantic undertones aligns with the user's interest in engaging stories that blend genres, similar to "The Hunt for Red October." Rank 8: Movie 3911 - Reason: The mockumentary style and comedic competition may not resonate as strongly with the user, who prefers more narrative-driven films. Rank 9: Movie 3697 - Reason: The science fiction and action elements might not align well with the user's preference for character-driven stories, as seen in their history. Rank 10: Movie 735 - Reason: The blend of horror and fantasy may not appeal to the user, who seems to favor more grounded narratives and character exploration.

Rank 1: Movie 908 - Reason: This movie combines mystery and thriller elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1535 - Reason: The interpersonal dynamics and emotional depth resonate with the user's interest in character-driven narratives, similar to "The Remains of the Day." Rank 3: Movie 3854 - Reason: The historical romance aspect mirrors the user's appreciation for deep emotional connections in challenging circumstances, as seen in "Boys Don't Cry." Rank 4: Movie 3911 - Reason: This comedy showcases quirky characters and absurd situations, appealing to the user's enjoyment of humor found in "Waiting for Guffman." Rank 5: Movie 735 - Reason: The blend of fantasy and dark comedy may not align with the user's typical preferences for more straightforward narratives. Rank 6: Movie 509 - Reason: The themes of love and conflict in an artistic setting resonate with the user's interest in dramatic storytelling, akin to "The Piano." Rank 7: Movie 3388 - Reason: The family-friendly comedy and fantastical elements may not match the user's usual taste for more serious or dramatic themes. Rank 8: Movie 1635 - Reason: The exploration of family dynamics and chaos during a holiday aligns with the user's appreciation for character-driven dramas, similar to "The Ice Storm." Rank 9: Movie 3697 - Reason: The action and science fiction elements may not resonate with the user's preference for character-focused narratives, as seen in their history. Rank 10: Movie 2405 - Reason: The adventure-comedy blend may not align with the user's interest in more serious or dramatic storytelling found in their preferred films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.) Movie 515:The Remains of the Day (Genres: Drama, Romance; Language: en; Overview: Butler's decorum challenged by love and political tensions post-WWI.) Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.) Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.) Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.) Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.) Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.) Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.) Movie 2959:Fight Club (Genres: Drama; Language: en; Overview: Insomniac and salesman create therapy; fight clubs spiral out-of-control.) Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 136:From the Journals of Jean Seberg (Genres: Documentary; Language: en; Overview: Creative biopic explores Jean Seberg's life, cinema, and culture.), Movie 3716:Fatal Beauty (Genres: Adventure, Action, Comedy, Thriller; Language: en; Overview: Narcotics cop Rita Rizzoli pursues hijacked pure drugs, facing danger.), Movie 778:Trainspotting (Genres: Drama, Crime; Language: en; Overview: Renton struggles to escape Edinburgh's drug scene and peer pressure.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.), Movie 144:The Brothers McMullen (Genres: Comedy, Drama, Romance; Language: en; Overview: Three Irish brothers explore love, values, and family in 1990s.), Movie 775:Spirits of the Dead (Genres: Drama, Mystery, Horror; Language: fr; Overview: Three directors adapt Poe stories: fame, love, and duality explored.), Movie 3860:The Opportunists (Genres: Comedy, Crime, Drama, Romance; Language: en; Overview: Mechanic teams with cousin for heist to solve financial troubles.), Movie 3368:The Big Country (Genres: Drama, Western, Romance; Language: en; Overview: Retired Captain McKay faces conflict over land and marriage.), Movie 1175:Delicatessen (Genres: Comedy, Science Fiction, Fantasy; Language: fr; Overview: Surreal black comedy: butcher uses human flesh; chaos ensues.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 714 - Reason: This film's blend of drama and fantasy, along with its exploration of existential themes, aligns with the user's appreciation for thought-provoking narratives like "The Usual Suspects" and "Fight Club." Rank 2: Movie 509 - Reason: The romantic and dramatic elements resonate with the user's interest in deep emotional stories, similar to "The Remains of the Day." Rank 3: Movie 1175 - Reason: The surreal black comedy and unique storytelling match the user's taste for offbeat narratives, as seen in "Welcome to the Dollhouse." Rank 4: Movie 136 - Reason: This documentary's creative approach to a cinematic icon aligns with the user's interest in character-driven stories, akin to "The Usual Suspects." Rank 5: Movie 775 - Reason: The exploration of dark themes through a mystery lens resonates with the user's preference for complex narratives, similar to "Fight Club." Rank 6: Movie 778 - Reason: The gritty drama and themes of addiction reflect the user's interest in intense character studies, as seen in "The Matrix." Rank 7: Movie 144 - Reason: This film's focus on family dynamics and romance connects with the user's appreciation for heartfelt stories like "The Remains of the Day." Rank 8: Movie 3716 - Reason: The action-comedy blend may not resonate as strongly with the user's preference for more serious themes, as seen in their higher-ranked choices. Rank 9: Movie 3860 - Reason: The heist and crime elements might feel less engaging compared to the user's preference for deeper emotional narratives. Rank 10: Movie 3368 - Reason: The traditional Western themes may not align with the user's more contemporary and complex storytelling preferences.

Rank 1: Movie 3860 - Reason: This film blends comedy and crime with a romantic subplot, appealing to the user's appreciation for character-driven stories and humor, similar to "The Usual Suspects" and "Rushmore." Rank 2: Movie 136 - Reason: The documentary format and exploration of a cinematic icon align with the user's interest in character depth and storytelling, as seen in "The Remains of the Day." Rank 3: Movie 1175 - Reason: The surreal black comedy and dark themes resonate with the user's taste for unique narratives, akin to "Fight Club" and "Welcome to the Dollhouse." Rank 4: Movie 144 - Reason: A focus on family dynamics and romantic relationships mirrors the user's interest in character exploration, reminiscent of "The Remains of the Day" and "The Brothers McMullen." Rank 5: Movie 778 - Reason: The gritty portrayal of addiction and societal issues reflects the user's preference for intense dramas like "Fight Club" and "The Usual Suspects." Rank 6: Movie 3716 - Reason: The mix of action and comedy in a crime context aligns with the user's enjoyment of thrillers and humor, similar to "El Mariachi" and "Bowfinger." Rank 7: Movie 775 - Reason: The blend of drama and horror with a literary twist appeals to the user's interest in complex narratives, akin to "The Usual Suspects" and "Fight Club." Rank 8: Movie 714 - Reason: The film's existential themes and unique storytelling may not resonate as strongly with the user, given their preference for more conventional narratives. Rank 9: Movie 509 - Reason: The romantic and dramatic elements may not align perfectly with the user's preference for more complex and thrilling narratives, as seen in "Fight Club" and "The Matrix." Rank 10: Movie 3368 - Reason: The slower pace and focus on Western themes may not appeal to the user, who seems to prefer faster-paced and more intense stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.) Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.) Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.) Movie 1171:Bob Roberts (Genres: Comedy, Drama; Language: en; Overview: Mockumentary explores a Senate candidate's media manipulation through music.) Movie 1192:Paris is Burning (Genres: Documentary; Language: en; Overview: 1980s NYC drag scene: balls, voguing, dreams, and vibrant culture.) Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.) Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.) Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.) Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.) Movie 3083:All About My Mother (Genres: Comedy, Drama; Language: es; Overview: Mother mourns son’s tragic death, informs distant father in Barcelona.) There are 10 Candidates for recommendation: Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 3044:Dead Again (Genres: Thriller; Language: en; Overview: Composer executed for wife's murder; private eye links amnesiac woman.), Movie 56:Kids of the Round Table (Genres: ; Language: en; Overview: Alex discovers Excalibur and must prove his worthiness.), Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.), Movie 3793:X-Men (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rogue and Wolverine join X-Men to fight a terrorist organization.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 159:Clockers (Genres: Mystery, Crime, Drama; Language: en; Overview: Young drug pusher implicated in murder; detective seeks the truth.), Movie 956:Penny Serenade (Genres: Drama, Romance; Language: en; Overview: Couple reflects on love, quarrels, and memories through music.), Movie 2092:The Return of Jafar (Genres: Family, Adventure, Animation, Romance; Language: en; Overview: Jafar escapes; Aladdin, Jasmine, and Genie must save the kingdom.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1635 - Reason: This film explores complex family dynamics and emotional turmoil, resonating with the user's appreciation for character-driven narratives as seen in "All About My Mother." Rank 2: Movie 32 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in "The Matrix." Rank 3: Movie 509 - Reason: The romantic and dramatic elements in this film connect with the user's interest in emotional storytelling, similar to "Boys Don't Cry." Rank 4: Movie 1715 - Reason: The blend of comedy and horror in a unique narrative aligns with the user's taste for unconventional storytelling, as seen in "Bob Roberts." Rank 5: Movie 2092 - Reason: This family-friendly adventure shares a whimsical and fantastical tone that echoes the user's enjoyment of fantasy elements in "The City of Lost Children." Rank 6: Movie 159 - Reason: The gritty crime drama and investigation themes resonate with the user's interest in intense narratives like "Pulp Fiction" and "Reservoir Dogs." Rank 7: Movie 56 - Reason: The coming-of-age theme and adventure align with the user's preference for youthful exploration, reminiscent of the lightheartedness in "Austin Powers." Rank 8: Movie 3793 - Reason: The superhero action and adventure elements may appeal to the user, but it lacks the deeper narrative complexity found in their preferred films. Rank 9: Movie 3044 - Reason: The thriller aspect may not fully resonate with the user's preference for character-driven stories, as seen in their love for more dramatic narratives. Rank 10: Movie 956 - Reason: While it features romance and drama, the historical context and slower pacing may not align with the user's preference for more dynamic and engaging storytelling.

Rank 1: Movie 2092 - Reason: This family-friendly adventure combines elements of fantasy and romance, appealing to the user's appreciation for imaginative storytelling as seen in "The City of Lost Children." Rank 2: Movie 956 - Reason: The emotional depth and exploration of love and memories resonate with the user's interest in character-driven narratives, similar to "All About My Mother." Rank 3: Movie 159 - Reason: This crime drama's focus on moral ambiguity and the search for truth aligns with the user's taste for complex narratives, as seen in "Boys Don't Cry" and "Reservoir Dogs." Rank 4: Movie 509 - Reason: The themes of love and conflict in a dramatic setting match the user's appreciation for emotional storytelling, akin to "Bob Roberts" and "The Piano." Rank 5: Movie 56 - Reason: The adventurous spirit of discovering Excalibur appeals to the user's interest in fantasy and adventure elements, reminiscent of "The City of Lost Children." Rank 6: Movie 3793 - Reason: This action-packed superhero film incorporates science fiction elements, aligning with the user's enjoyment of "The Matrix" and other sci-fi adventures. Rank 7: Movie 3044 - Reason: The thriller aspect and the mystery surrounding a murder investigation resonate with the user's preference for suspenseful narratives, similar to "Pulp Fiction." Rank 8: Movie 1715 - Reason: The dark humor and horror elements may not align with the user's typical preferences for more serious narratives, as seen in their history. Rank 9: Movie 32 - Reason: The time travel and dystopian themes might be intriguing, but the user may prefer more character-driven stories, as reflected in their movie choices. Rank 10: Movie 1635 - Reason: The focus on family drama during a holiday may not resonate as strongly with the user's interest in more dynamic and adventurous narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.) Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.) Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.) Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.) Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.) Movie 1513:Romy and Michele's High School Reunion (Genres: Comedy; Language: en; Overview: Party girls pretend to be successful at high school reunion.) Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.) Movie 1759:Four Days in September (Genres: Action, Drama, Foreign, History, Thriller; Language: pt; Overview: Journalist kidnaps ambassador to free friend and political prisoners.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 2333:Gods and Monsters (Genres: Drama; Language: en; Overview: Retired director befriends gardener, transforming their lonely lives together.) There are 10 Candidates for recommendation: Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Movie 3:Grumpier Old Men (Genres: Romance, Comedy; Language: en; Overview: Wedding feud reignites between neighbors; divorcée stirs romantic tensions.), Movie 313:The Swan Princess (Genres: Animation; Language: en; Overview: Princess Odette becomes a swan; love's vow breaks the spell.), Movie 3420:...And Justice for All (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Lawyer faces moral dilemma defending despised judge in rape trial.), Movie 1651:Telling Lies In America (Genres: Music, Drama; Language: de; Overview: Karchy learns self-acceptance after lying to impress Billy Magic.), Movie 2414:Young Sherlock Holmes (Genres: Action, Adventure, Crime, Drama, Family, Mystery, Thriller; Language: en; Overview: Young Holmes and Watson thwart an Egyptian cult's murder plot.), Movie 3098:The Natural (Genres: Drama; Language: en; Overview: Roy Hobbs revives a failing baseball team with magical abilities.), Movie 3410:Soft Fruit (Genres: ; Language: en; Overview: Siblings unite to fulfill dying mother's last wishes and dreams.), Movie 1543:The Designated Mourner (Genres: ; Language: en; Overview: Jack and Judy navigate life under a repressive regime together.), Movie 2836:Outside Providence (Genres: Romance, Comedy, Drama; Language: en; Overview: Tim's life changes at prep school after meeting Jane.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1921 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 2414 - Reason: The young detective theme and adventurous plot resonate with the user's interest in crime and mystery narratives, similar to "The Usual Suspects." Rank 3: Movie 3098 - Reason: The story of personal redemption and the magical ability to revive a failing team connects with the user's appreciation for character-driven dramas. Rank 4: Movie 313 - Reason: This animated film features themes of love and transformation, appealing to the user's interest in romantic narratives, as seen in "Cold Comfort Farm." Rank 5: Movie 3410 - Reason: The focus on family dynamics and fulfilling a loved one's wishes aligns with the user's interest in heartfelt dramas like "Gods and Monsters." Rank 6: Movie 3420 - Reason: The moral dilemmas faced by the lawyer echo the intense, thought-provoking narratives found in the user's preferred crime dramas. Rank 7: Movie 1543 - Reason: The exploration of life under a repressive regime may not resonate strongly with the user, as it lacks the lighter comedic elements they enjoy. Rank 8: Movie 2836 - Reason: The romantic and comedic elements set in a school environment connect with the user's enjoyment of high school dynamics seen in "Romy and Michele's High School Reunion." Rank 9: Movie 3 - Reason: The sequel's reliance on nostalgia and comedic feuds may not appeal to the user as much, given their preference for more serious or complex narratives. Rank 10: Movie 1651 - Reason: The focus on self-acceptance through music might not align with the user's interests, as they seem to prefer more dramatic or narrative-driven films.

Rank 1: Movie 3 - Reason: The comedic and romantic elements in this film resonate with the user's enjoyment of character-driven stories, similar to "Romy and Michele's High School Reunion." Rank 2: Movie 1921 - Reason: The mathematical genius theme and psychological intensity resonate with the user's interest in thrilling and intelligent narratives, akin to "The Usual Suspects." Rank 3: Movie 3098 - Reason: The story of personal redemption and magical abilities aligns with the user's appreciation for character arcs and drama, as seen in "Gods and Monsters." Rank 4: Movie 3420 - Reason: The moral dilemmas and crime elements reflect the user's taste for complex narratives found in films like "Reservoir Dogs." Rank 5: Movie 1651 - Reason: This film's exploration of self-acceptance through music and drama connects with the user's interest in character development, similar to "High Art." Rank 6: Movie 2414 - Reason: The adventure and mystery surrounding young Sherlock Holmes appeal to the user's enjoyment of crime and thriller elements, as seen in "The Usual Suspects." Rank 7: Movie 2836 - Reason: The coming-of-age romance in a school setting mirrors the user's enjoyment of youthful relationships, akin to "Welcome to the Dollhouse." Rank 8: Movie 3410 - Reason: While it explores family dynamics, the lack of strong genre elements may not align with the user's preference for more engaging narratives. Rank 9: Movie 313 - Reason: The animated format may not resonate with the user's preference for live-action dramas and thrillers, which are more prominent in their history. Rank 10: Movie 1543 - Reason: The film's abstract themes and lack of a clear genre may not appeal to the user's preference for structured narratives found in their watched films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.) Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.) Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.) Movie 1095:Glengarry Glen Ross (Genres: Crime, Drama, Mystery; Language: en; Overview: Four unscrupulous real estate agents resort to unethical tactics for sales.) Movie 1392:Citizen Ruth (Genres: Drama, Comedy; Language: en; Overview: "Citizen Ruth" satirizes media frenzy over one woman's pregnancy.) Movie 1759:Four Days in September (Genres: Action, Drama, Foreign, History, Thriller; Language: pt; Overview: Journalist kidnaps ambassador to free friend and political prisoners.) Movie 2333:Gods and Monsters (Genres: Drama; Language: en; Overview: Retired director befriends gardener, transforming their lonely lives together.) Movie 3083:All About My Mother (Genres: Comedy, Drama; Language: es; Overview: Mother mourns son’s tragic death, informs distant father in Barcelona.) Movie 3163:Topsy-Turvy (Genres: Comedy, Drama, Music; Language: en; Overview: Gilbert and Sullivan's tensions lead to "The Mikado's" success.) Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.), Movie 1841:The Gingerbread Man (Genres: Thriller; Language: en; Overview: Lawyer defends woman; threats escalate after her father's escape.), Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Movie 1534:Le Bonheur (Genres: Drama, Romance; Language: fr; Overview: François, a carpenter, has a happy life until meeting Emilie.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 3623:Mission: Impossible II (Genres: Adventure, Action, Thriller; Language: en; Overview: Ethan Hunt races to stop a biological weapon threat.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 464:Hard Target (Genres: Action, Adventure, Crime, Thriller; Language: en; Overview: Woman searches for missing father, discovers wealthy hunter's crime.), Movie 1662:Gang Related (Genres: Action, Drama; Language: en; Overview: Corrupt cops profit from drugs, but kill undercover agent, face consequences.), Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 908 - Reason: This movie combines mystery and thriller elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1250 - Reason: The historical drama and themes of resistance resonate with the user's interest in intense narratives that explore moral dilemmas. Rank 3: Movie 1715 - Reason: The blend of comedy and horror in a unique setting appeals to the user's taste for unconventional storytelling, as seen in their varied movie choices. Rank 4: Movie 1921 - Reason: The mathematical genius theme and psychological intensity resonate with the user's interest in thrilling and intelligent narratives. Rank 5: Movie 3623 - Reason: The action and adventure elements with a high-stakes plot align with the user's enjoyment of thrilling escapades in their watched films. Rank 6: Movie 480 - Reason: The mix of science fiction and adventure, along with themes of chaos, mirrors the user's appreciation for imaginative and intense storylines. Rank 7: Movie 464 - Reason: The action and crime elements, combined with a personal quest, may not strongly resonate with the user's preference for deeper narratives. Rank 8: Movie 1534 - Reason: The romantic drama presents a more straightforward narrative, which might not align with the user's preference for complex plots. Rank 9: Movie 1662 - Reason: The focus on corruption and crime may not appeal as much to the user, who seems to prefer more nuanced and character-driven stories. Rank 10: Movie 1841 - Reason: The thriller aspect may not align with the user's interest in more character-focused narratives, making it less appealing overall.

Rank 1: Movie 480 - Reason: This movie combines science fiction and adventure elements, aligning strongly with the user's preference for imaginative and thrilling narratives as seen in "The City of Lost Children." Rank 2: Movie 464 - Reason: The action and crime elements resonate with the user's interest in intense and dramatic stories, similar to "Reservoir Dogs" and "Glengarry Glen Ross." Rank 3: Movie 1715 - Reason: The blend of comedy and horror in this film reflects the user's appreciation for dark humor, akin to the satirical elements in "Citizen Ruth." Rank 4: Movie 1662 - Reason: This film's focus on corruption and moral dilemmas parallels the user's interest in crime dramas like "Reservoir Dogs" and "Glengarry Glen Ross." Rank 5: Movie 908 - Reason: The mystery and thriller aspects of this classic align with the user's taste for suspenseful narratives, much like "Reservoir Dogs." Rank 6: Movie 1841 - Reason: The escalating threats and psychological tension in this thriller connect with the user's preference for intense storytelling, similar to "Reservoir Dogs." Rank 7: Movie 1534 - Reason: This romantic drama's exploration of relationships reflects the user's interest in emotional depth, akin to "All About My Mother." Rank 8: Movie 1250 - Reason: The historical and dramatic elements of this war film may not align closely with the user's primary interests in more contemporary narratives. Rank 9: Movie 1921 - Reason: The mathematical and psychological themes may be too abstract compared to the user's preference for more grounded and character-driven stories. Rank 10: Movie 3623 - Reason: The action-centric focus of this film might not resonate as strongly with the user's appreciation for character-driven narratives seen in their history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.) Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.) Movie 1171:Bob Roberts (Genres: Comedy, Drama; Language: en; Overview: Mockumentary explores a Senate candidate's media manipulation through music.) Movie 1513:Romy and Michele's High School Reunion (Genres: Comedy; Language: en; Overview: Party girls pretend to be successful at high school reunion.) Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.) Movie 3083:All About My Mother (Genres: Comedy, Drama; Language: es; Overview: Mother mourns son’s tragic death, informs distant father in Barcelona.) Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.) Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 2501:October Sky (Genres: Drama, Family; Language: en; Overview: Homer Hickam, a coal miner's son, pursued rocketry despite opposition.), Movie 2783:The Tomb of Ligeia (Genres: Horror, Drama; Language: en; Overview: Man haunted by deceased wife's spirit affects his second marriage.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 792:A Hungarian Fairy Tale (Genres: ; Language: en; Overview: Orphan Andris searches for nonexistent father; clerk rebels against bureaucracy.), Movie 663:Kids in the Hall: Brain Candy (Genres: Comedy; Language: en; Overview: Pill enhances happy memories but causes unfortunate side effects.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 3120:The Distinguished Gentleman (Genres: Comedy; Language: en; Overview: Con man exploits Congressman’s death to enter Congress, then fights back.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 2909:Five Wives, Three Secretaries and Me (Genres: Documentary; Language: en; Overview: Daughter explores father's life, revealing truths beyond myth and wealth.), Movie 2830:Cabaret Balkan (Genres: Drama; Language: sr; Overview: Mid-nineties Belgrade: interconnected stories explore brutality, violence, accountability.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1535 - Reason: This film explores deep friendships and emotional connections, resonating with the user's appreciation for character-driven narratives, as seen in movies like "High Art" and "All About My Mother." Rank 2: Movie 1250 - Reason: The historical and dramatic elements of this film align with the user's interest in complex stories, similar to "Kundun" and "Howards End." Rank 3: Movie 509 - Reason: The romantic and dramatic themes in this film reflect the user's enjoyment of love stories intertwined with personal struggles, akin to "High Art." Rank 4: Movie 792 - Reason: The whimsical and adventurous spirit of this movie connects with the user's taste for fantasy and unique storytelling, reminiscent of "The City of Lost Children." Rank 5: Movie 2501 - Reason: The inspirational theme of pursuing dreams against the odds aligns with the user's interest in uplifting narratives, similar to "Rushmore." Rank 6: Movie 2783 - Reason: The horror and psychological elements in this film might appeal to the user's taste for darker themes, though it may be less favored compared to their preferred genres. Rank 7: Movie 2830 - Reason: The interconnected stories exploring societal issues resonate with the user's appreciation for thought-provoking dramas, akin to "Bullets Over Broadway." Rank 8: Movie 2909 - Reason: The documentary format may not align with the user's preference for narrative-driven films, making it less appealing compared to their favorites. Rank 9: Movie 3120 - Reason: The comedic elements in this film may not resonate as strongly with the user's interest in more serious dramas, as seen in "Kundun" and "Howards End." Rank 10: Movie 663 - Reason: The surreal and absurd humor might not align with the user's taste for more grounded narratives, making it less appealing compared to their preferred films.

Rank 1: Movie 3120 - Reason: This movie's exploration of political manipulation and personal ethics resonates with the user's interest in complex narratives, similar to "Bob Roberts." Rank 2: Movie 792 - Reason: The whimsical and fantastical elements of this film align with the user's appreciation for unique storytelling, as seen in "The City of Lost Children." Rank 3: Movie 509 - Reason: The romantic and dramatic themes in this film connect with the user's interest in deep emotional narratives, akin to "High Art." Rank 4: Movie 1250 - Reason: This historical drama's focus on resilience and moral dilemmas mirrors the user's taste for thought-provoking stories, similar to "Kundun." Rank 5: Movie 2783 - Reason: The haunting exploration of love and loss in this horror drama aligns with the user's appreciation for complex emotional themes, as seen in "All About My Mother." Rank 6: Movie 2830 - Reason: The interconnected stories of brutality and accountability resonate with the user's interest in serious drama, akin to "Howards End." Rank 7: Movie 1535 - Reason: This film's focus on friendship and personal struggles mirrors the user's enjoyment of character-driven narratives, similar to "Rushmore." Rank 8: Movie 2909 - Reason: The documentary's exploration of personal truths aligns with the user's interest in character studies, although it may lack the dramatic flair they prefer. Rank 9: Movie 2501 - Reason: While this film has inspirational elements, it may not fully engage the user’s preference for more complex and darker themes present in their favorite movies. Rank 10: Movie 663 - Reason: The absurdist comedy style may not resonate with the user's taste for more grounded and emotionally rich narratives seen in their history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.) Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.) Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.) Movie 506:Orlando (Genres: Romance, Drama, Fantasy; Language: en; Overview: Orlando inherits property, transforms into a woman, navigates centuries.) Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.) Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.) Movie 1095:Glengarry Glen Ross (Genres: Crime, Drama, Mystery; Language: en; Overview: Four unscrupulous real estate agents resort to unethical tactics for sales.) Movie 1610:The Hunt for Red October (Genres: Action, Adventure, Thriller; Language: en; Overview: Soviet sub vanishes; U.S. Navy and CIA investigate possible intentions.) Movie 1729:Jackie Brown (Genres: Comedy, Crime, Romance; Language: en; Overview: Jackie Brown schemes to keep smuggled money from her boss.) Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.) There are 10 Candidates for recommendation: Movie 3299:Hanging Up (Genres: Comedy, Drama; Language: en; Overview: Three sisters navigate complex feelings about their father's impending death.), Movie 2157:The Chambermaid on the Titanic (Genres: Drama; Language: en; Overview: Horty wins Titanic contest, meets Marie, shares room, suspects infidelity.), Movie 1487:Selena (Genres: Drama; Language: en; Overview: Selena rises to fame but faces tragic obstacles and challenges.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 606:Candyman: Farewell to the Flesh (Genres: Horror; Language: en; Overview: Candyman returns to New Orleans, targeting a teacher with ties.), Movie 1910:I Went Down (Genres: Action, Comedy, Crime; Language: en; Overview: Git faces moral dilemmas while rescuing friends from danger.), Movie 3894:Alone (Genres: Drama, Foreign; Language: es; Overview: Maria seeks independence, facing challenges while forming new connections.), Movie 3624:Shanghai Noon (Genres: Adventure, Action, Comedy, Western; Language: en; Overview: Clumsy guard teams with outlaw to rescue kidnapped Princess Pei Pei.), Movie 2470:Crocodile Dundee (Genres: Adventure, Comedy; Language: en; Overview: Crocodile Dundee navigates New York City, blending cultures humorously.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 509 - Reason: The film's exploration of love and conflict, combined with its dramatic elements, aligns with the user's appreciation for deep emotional narratives as seen in "Orlando" and "Boys Don't Cry." Rank 2: Movie 1250 - Reason: This historical drama about resilience and leadership during war resonates with the user's interest in complex character dynamics, similar to "Glengarry Glen Ross" and "The Hunt for Red October." Rank 3: Movie 3894 - Reason: The focus on personal independence and forming connections mirrors themes found in the user's favored films, particularly in "Boys Don't Cry." Rank 4: Movie 1910 - Reason: The mix of action and moral dilemmas reflects the user's taste for crime and character-driven stories, akin to "Reservoir Dogs" and "Jackie Brown." Rank 5: Movie 606 - Reason: The horror elements and psychological tension may appeal to the user, as they enjoy thrillers like "Pulp Fiction" and "Reservoir Dogs." Rank 6: Movie 3624 - Reason: The blend of adventure and comedy in a Western setting provides a light-hearted contrast to the user's more serious dramas, offering a fun escape similar to "Crocodile Dundee." Rank 7: Movie 1487 - Reason: The tragic rise to fame and personal struggles resonate with the user's interest in character-driven dramas, similar to "Boys Don't Cry." Rank 8: Movie 2157 - Reason: The film's exploration of relationships and emotional complexity may not align as closely with the user's preferences for more dynamic narratives. Rank 9: Movie 3299 - Reason: The focus on familial relationships during a serious time may not engage the user as much, given their preference for more action-oriented or dramatic plots. Rank 10: Movie 2470 - Reason: While comedic, the film's light-hearted adventure may not resonate with the user's deeper interest in dramatic storytelling and complex characters.

Rank 1: Movie 3299 - Reason: The exploration of familial relationships and emotional complexities resonates with the user's appreciation for character-driven narratives, as seen in films like "Living in Oblivion." Rank 2: Movie 3894 - Reason: This film's focus on personal growth and independence aligns with the user's interest in character development and emotional journeys, similar to "Boys Don't Cry." Rank 3: Movie 2470 - Reason: The humorous cultural clash and adventure elements mirror the light-hearted yet insightful storytelling found in "Pulp Fiction" and "Bullets Over Broadway." Rank 4: Movie 606 - Reason: The horror elements may not align with the user's preference for drama and comedy, as they have shown a stronger inclination towards lighter, character-focused films. Rank 5: Movie 2157 - Reason: The dramatic narrative and themes of love and suspicion connect with the user's interest in complex emotional stories, akin to "Orlando." Rank 6: Movie 1910 - Reason: The blend of action and moral dilemmas reflects the user's taste for thrilling narratives, similar to "Reservoir Dogs" and "Jackie Brown." Rank 7: Movie 509 - Reason: The romantic and dramatic elements resonate with the user's appreciation for deep emotional stories, as seen in "The Piano." Rank 8: Movie 1487 - Reason: The rise to fame and the challenges faced by the protagonist align with the user's interest in character-driven dramas, similar to "Boys Don't Cry." Rank 9: Movie 3624 - Reason: The comedic adventure may not fully engage the user, who has shown a preference for more serious and dramatic narratives in their history. Rank 10: Movie 1250 - Reason: The historical war drama may not appeal to the user as much, given their stronger inclination towards contemporary stories and character-focused films.