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: Given the products the user has purchased in history, rank the items in the listed options and output the item that the user is most likely to purchase next. Answer from one of the options.

Input:
Purchase History:
1st: Mohawk Home New Wave Rainbow Printed Rug, 1'8x2'10, Multicolor. Home & Kitchen. Home Dcor. Mohawk Home.
2nd: InterDesign Classico Hanging Shower Caddy - Bathroom Storage Shelves for Shampoo, Conditioner and Soap, Silver. Home & Kitchen. Bath. InterDesign.
3rd: Garland Rug TS-00-RA-7696-15 Town Square Area Rug, 7 9-Feet 6-Inch, Black. Home & Kitchen. Home Dcor. Garland Rug.
4th: Lulltra Waterproof Mattress Protector by Coop Home Goods - Cooling Waterproof Hypoallergenic Topper- Queen Size Cover- White -15 year warranty. Home & Kitchen. Bedding. Coop...
5th: Best Home Fashion Thermal Insulated Blackout Curtains - Back Tab/ Rod Pocket - Pink - 52"W x 84"L - (Set of 2 Panels). Home &...

Options:
A: Valufoto Caden K1 Khaki Sling Camera Bag For DSLR, Mirrorless, Point and Shoot Cameras. Electronics. Camera & Photo. CADeN.
B: Ram Mount RAM-HOL-AQ2U Sealed Enclosure Medium Size AQUA BOX (Black). Electronics. GPS, Finders & Accessories. RAM MOUNTS.
C: AudioSource Sound pOp Bluetooth Speaker (Bubble Gum). Electronics. Portable Audio & Video. Audiosource.
D: Cobble Creek Snowman Melt Warmer. Home & Kitchen. Home Dcor. Cobble Creek.
E: Transworld Durable Deluxe Insulated Lunch Cooler Bag (Many Colors and Size Available) (12"x10"x8 1/2", Royal Blue). Home & Kitchen. Kitchen & Dining. Transworld.
F: TPT Hot Sale Summer Bicycle Bike Sports Handlebar Flexible Rearview Mirror. Sports & Outdoors. Outdoor Recreation.
G: KING OF CHRISTMAS 2 Foot Jr Prince Flock Artificial Christmas Tree. Home & Kitchen. Seasonal Dcor. KING OF CHRISTMAS.
H: The Hitchcock"Tippi" Martini Glass (Gift Box Set of 4). Home & Kitchen. Kitchen & Dining. HISTORY COMPANY.
I: Diamond Pony League Competition Grade Baseball, Dozen. Sports & Outdoors. Sports & Fitness. Diamond Sports.
J: 1000' Foot OD Olive Drab Green Parachute Cord Paracord Type III Military Specification 550. Sports & Outdoors. Sports & Fitness. The US Military Manufacturer.
K: RCA Dual Wake Clock Radio with USB Charging. Electronics. Home Audio. RCA.
L: Uniflame, W-1035, Black Wrought Iron Log Rack with Scrolls. Home & Kitchen. Heating, Cooling & Air Quality. Uniflame.
M: Energy CF-30 Floorstanding/Tower Speaker (Black). Electronics. Home Audio. Energy.
N: Seneca Vinyl Lace Placemats (Set of 6) Oval 12 X18 Inches - Washable Elegant Place Mats for Dining Table or Restaurant - Waterproof Decorative Table...
O: SZCO Supplies Barbarian Helmet.  SZCO Supplies.
P: Archshield - iPad Mini with Retina Display and iPad mini Premium High Definition (HD) Clear Screen Protector 3-Pack - Retail Packaging (Lifetime Warranty). Electronics. Computers...
Q: 1 Pair 6.5" INCH WAFFLE SPEAKER SUB WOOFER METAL GRILLS WITH CLIPS AND SCREWS DJ-CAR-HOME. Electronics. Accessories & Supplies. Nippon America.
R: QLPD TIZUM Portable Mini Digital Speaker with Micro SD/TF/USB/FM - Silver. Electronics. Portable Audio & Video. QLPD.
S: Incipio Technologies Feather Case for iPod touch 2G, 3G (Olive Green). Electronics. Portable Audio & Video. Incipio.
T: Yunko Rice Mold Onigiri Shaper and Dry Roasted Seaweed Cutter Set, Baby Penguin. Home & Kitchen. Kitchen & Dining. YunKo.


assistant
Answer: E