System: Hope so. Does genre or time period matter?
User: Not at all.
User satisfaction rating (1-5, annotator mean): 2.67
System: Okay well I'll start with the obvious. What about "The Notebook (2004)" ? Can't go wrong there.
User: I've seen it. My wife loves it!
User satisfaction rating (1-5, annotator mean): 3.33
System: Okay, what about "Collateral Beauty (2016)" with Will Smith?
User: No I haven't seen that. Isn't it about death?
User satisfaction rating (1-5, annotator mean): 3
System: I would also recommend "Reign Over Me (2007)" with Don Cheadle and Adam Sandler.
User: What's that about?
User satisfaction rating (1-5, annotator mean): 3.33
System: About a guy (Sandler) who loses his famly on 9/11 and goes into a deep depression/withdrawal. The movie is about how he tries to cope with the loss afterward.
User: Sounds sad.
User satisfaction rating (1-5, annotator mean): 3
System: Another good one is "Seven Pounds (2008)" also starring Will Smith. It's about attonment and forgiveness.
User: I see. These sound like good choices. I'll check them out, thanks!
User satisfaction rating (1-5, annotator mean): 4.33