Task: Sequential_Recommendation

system
You are a helpful assistant. The assistant first thinks about the reasoning process in the mind by using Belief-Desire-Intention (BDI) framework and then provides the user with the answer. The reasoning process and answer are enclosed within <think> </think> and <answer> </answer> tags, respectively. 
Below is an instruction that describes a task. After thinking, when you finally reach a conclusion based on the customer's intention, desire and belief, clearly state the BDI thinking process within <think> </think> and then the answer within <answer> </answer> tags.


user 
Instruction: Based on the user's historical purchases, rank the items in options and predict the next product of the user's interest from the provided options.

Input:
Purchase History:
1st: Wilton 409-2545 Cake Marker. Home & Kitchen. Kitchen & Dining. Wilton.
2nd: De'Longhi TCH7090ERD Safe Heat 1500W Ceramic Tower Heater with Remote control and ECO setting. Home & Kitchen. Heating, Cooling & Air Quality. DeLonghi.
3rd: Mrs. Anderson’s Baking 43688 Adjustable 2-Wire Layer Cake Cutter and Leveler, Stainless Steel. Home & Kitchen. Kitchen & Dining. Mrs. Anderson's Baking.
4th: OXO Good Grips Medium Cookie Scoop. Home & Kitchen. Kitchen & Dining. OXO.
5th: DayMark 18" PipingPal Disposable Pastry Bag with Dispenser (100 Bags). Home & Kitchen. Kitchen & Dining. DayMark Safety Systems.
6th: OXO SteeL Serving Spoon, 3-1/2-Inch. Home & Kitchen. Kitchen & Dining. OXO.
7th: PELEG DESIGN Silicone Trivet Pan Holder Trivet Mat Kitchen Heat Resistant to 450 °F, Non-Slip, Insulation, Durable, Flexible hot Pot Trivet Pan Holder Red Crime...
8th: Simple Baker Premium Non-stick Silicone Baking Mat for Macarons - Half Sheet Size 20 cookie template - Bonus Digital Macaron Recipe Book (Pink). Home &...
9th: T-fal Saute Pan Jumbo Cooker with Lid, Dishwasher Safe Nonstick Pan, 5 Quart, Black. Home & Kitchen. Kitchen & Dining. T-fal.
10th: Mrs. Anderson’s Baking 43185 Professional Cooling Rack, 11.125-Inches x 9-Inches. Home & Kitchen. Kitchen & Dining. Mrs. Anderson's Baking.
11th: Broil King PCG-10 Professional Portable Nonstick Griddle. Home & Kitchen. Kitchen & Dining. Broil King.
12th: StarPack Basics Range Silicone Spatula Set of 4 in FDA Grade with Hygienic Solid Coating + Bonus 101 Cooking Tips (Cherry Red). Home & Kitchen...
13th: Vollrath (47144) 1-5/8 oz Stainless Steel Disher - Size 20. Home & Kitchen. Kitchen & Dining. Vollrath.
14th: Ritz Royale Collection 100% Cotton Terry Cloth Pot Holder Set, Kitchen Hot Pad, 2-Pack, Mocha Brown. Home & Kitchen. Kitchen & Dining. Ritz.
15th: iSi North America B10004 Silicone Scraper Spatula, Green. Home & Kitchen. Kitchen & Dining. iSi North America.
16th: Kebley Stainless Steel Can Opener Manual Food-safe Good Gripswith Built-in Bottle Opener. Home & Kitchen. Kitchen & Dining. Kebley.
17th: Vollrath 5314 Wear-Ever Half-Size Sheet Pan, 18-Inch x 13-Inch, Open-Bead, Aluminum, NSF. Home & Kitchen. Kitchen & Dining. Vollrath.
18th: Tovolo Sweet Treats Tub, Tight-Fitting Silicone Lid, Stack Easily, Lemon. Home & Kitchen. Event & Party Supplies. Tovolo.
19th: OXO Good Grips Stainless Steel Food Scale with Pull-Out Display, 11-Pound. Home & Kitchen. Kitchen & Dining. OXO.
20th: T-fal Nonstick Fry Pan, Nonstick Cookware, 12 Inch Pan, Thermo-Spot Heat Indicator, Black. Home & Kitchen. Kitchen & Dining. T-fal.
21st: Large Terry Cloth Pot Holders, w/Pocket, Potholders, Oven Mitts, Heat-resistant to 200°, 9½ x 8½ Inches, Set of 2 - Beige Color. Home & Kitchen...
22nd: Ateco 4712 Disposable Decorating Bags, 12-Inch, Pack of 100. Home & Kitchen. Kitchen & Dining. Ateco.
23rd: Piping Tips, MCIRCO 7-piece Cake Decorating Tips Icing Tips Ruffle Tips Macaron Cupcake Frosting Kits for Teens with One Coupler and One Pastry Cream Piping...
24th: Ateco Set of 3 Sugar Paste Heart Cutters. Home & Kitchen. Kitchen & Dining. Ateco.
25th: Wilton 417-2589 40-Piece Fondant Alphabet Number Cutouts. Home & Kitchen. Kitchen & Dining. Wilton.
26th: Wilton Recipe Right Nonstick 12-Cup Regular Muffin Pan (2, STANDARD). Home & Kitchen. Kitchen & Dining. Wilton.
27th: Wilton 402-2004 No. 2D Large Drop Flower Piping Tip. Home & Kitchen. Kitchen & Dining. Wilton.
28th: Wilton Decorating Drop Flower Icing Tip #1E. Home & Kitchen. Kitchen & Dining. Wilton.
29th: Fat Daddio's Anodized Aluminum Round Cake Pan, 5-Inch x 3-Inch. Home & Kitchen. Kitchen & Dining. Fat Daddios.
30th: Fat Daddio's Anodized Aluminum Round Cake Pan, 14 Inches by 2 Inches (PRD-142). Home & Kitchen. Kitchen & Dining. Fat Daddios.
31st: Frigidaire FAD301NWD Energy Star 30-Pint Dehumidifier. Home & Kitchen. Heating, Cooling & Air Quality. Frigidaire.

Options:
A: Envirosleep Hypoallergenic Cluster Fiber Synthetic Pillow. Home & Kitchen. Bedding. Envirosleep.
B: Night Lights for Kids, Bekhic Baby Night Light, Energy Saving Sensor LED Romantic Night Light with Plug. Home & Kitchen. Home Dcor.
C: BUILT Neoprene Twist Top Sleeve for all iPads, Black. Electronics. Computers & Accessories. Built.
D: Woodeze 46" Half Round Green and Taupe Kashan Hearth Rug. Home & Kitchen. Heating, Cooling & Air Quality. Woodeze.
E: Wilton 1907-9704 Fondant Shaping Foam. Home & Kitchen. Kitchen & Dining. Wilton.
F: Fancy Collection New Solid Mink Super Soft Blanket (Queen, Green). Home & Kitchen. Bedding. Fancy Linen.
G: CamelBak Unisex Reservoir Dryer. Sports & Outdoors. Outdoor Recreation. CamelBak.
H: Switcheasy ThumbTacks Microphone for iPod nano 4G, touch 2G, and iPad (Red). Electronics. Portable Audio & Video. SwitchEasy.
I: RCBS FL Die Set (7mm Rem Mag). Sports & Outdoors. Sports & Fitness. RCBS.
J: adidas Performance Women's Performer Mid-Rise Long Tights. Sports & Outdoors. Sports & Fitness. adidas.
K: NuWave PIC Pro Highest Powered  Induction Cooktop 1800W. Home & Kitchen. Kitchen & Dining. NuWave.
L: Copper Calf Compression Sleeve-1 PAIR of Sleeves to Enhance Circulation & Shin Splint Pain Relief - Experience Increased Performance & Accelerated Recovery, Running Marathons &...
M: iON Camera 5011 Suction Mount Pack (Black). Electronics. Camera & Photo. iON Camera.
N: Pegasus SP4598 Deco 20-Inch Framed Medicine Cabinet, White. Home & Kitchen. Bath. Pegasus.
O: KitchenAid FPPA Stand Mixer Attachment Pack 1 with Food Grinder, Fruit & Vegetable Strainer, and Rotor Slicer & Shredder. Home & Kitchen. Kitchen & Dining...
P: NuoYa001 New 5 Pair of Eyeglasses Sunglasses Glasses Sale Show Display Stand Holder Black.  NuoYa.
Q: Kitchen Savior Premium Cake Batter Dispenser with Measuring Label for Pancakes, Waffles, Cupcakes, Muffins and Crepes - Measures 4-Cups or 900-Milliliters. Home & Kitchen. Kitchen...
R: Hamilton Beach 24850 Hamilton Beach 4 Slice Extra-Wide Slot Commercial Toaster, Chrome, 120 Volts. Home & Kitchen. Kitchen & Dining. Hamilton Beach.
S: oCOSMO CE4031 40-Inch 1080p 60Hz LED TV. Electronics. Television & Video. Ocosmo.
T: Plantronics Voyager Edge Wireless and Hands-Free Bluetooth Headset - Compatible with iPhone, Android, and Other Leading Smartphones - Carbon Black. Electronics. Headphones. Plantronics.


assistant
Answer: E