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: Hoover Platinum Collection Bagged Corded Upright Vacuum with Canister Vacuum Cleaner UH3001COM. Home & Kitchen. Vacuums & Floor Care. Hoover.
2nd: Willow Tree Joyful Child. Home & Kitchen. Home Dcor. Willow Tree.

Options:
A: LongShot Golf Standard OS-Wood Roll. Sports & Outdoors. Sports & Fitness. LongShot Golf.
B: Hogue 25302 Wood Grips Pau Ferro, N Round Conversion . Sports & Outdoors. Sports & Fitness. Hogue.
C: iGearPro Full HD 1080p 12MP Waterproof WIFI Sports Action Camera, 20 Camera Accessories. Electronics. Camera & Photo. EveryMarket.
D: Generic 7-Port USB Hub with ON/OFF Switch, Black (7 Port USB Hub). Electronics. Computers & Accessories. Neewer.
E: Malden International Designs Moments Life Is Not Measured Wood Picture Frame, 4x6, Black. Home & Kitchen. Home Dcor. Malden International Designs.
F: John Wayne a Mans Got to 20 Oz. Travel Mug 15551. Home & Kitchen. Kitchen & Dining. Vandor.
G: Ikea Frame Photo Picture 5 X 7" Black (4). Home & Kitchen. Home Dcor. IKEA.
H: Netgear WPNT834 RangeMax 240 Wireless Router. Electronics. Computers & Accessories. NETGEAR.
I: Mattress America Caress 10 Inch Gel Memory Foam Mattress With 2 Free Memory Foam Pillows (Queen). Home & Kitchen. Furniture. Mattress America.
J: GRIDMANN 13" x 18" Commercial Grade Aluminum Cookie Sheet Baking Tray Jelly Roll Pan Half Sheet - 1 Pan. Home & Kitchen. Kitchen & Dining...
K: iHome Bluetooth Full Sized Keyboard for Mac, Silver (IMAC-K130). Electronics. Computers & Accessories. iHome.
L: Flat Adhesive Mounts for GoPro. Electronics. Camera & Photo. EverestMounts.
M: Arm & Hammer Pet Stain and Odor Eliminator, 32 Ounce (Pack of 2). Sports & Outdoors. Sports & Fitness. Arm & Hammer.
N: Stolzle Revolution Sparkling Flute Champagne Glasses, Set of 6. Home & Kitchen. Kitchen & Dining. Stolzle.
O: Ireland Green Tube Socks. Sports & Outdoors. Fan Shop. Donegal Bay.
P: JJC Tripod Collar Mount Ring for the Canon EF 100MM f/2.8 Macro USM, EF 180MM F/3.5L Macro USM, MP-E 65mm F/2.8 1-5x Macro Photo Lenses,...
Q: Creative Bath Products Arcadia Collection 3-in-1 Tank Topper, Natural/Bleach. Home & Kitchen. Bath. Creative Bath.
R: Surface Pro 4 Screen Protector, IVSO Microsoft Surface Pro 4 Ultra-thin 9H Hardness Highest Quality HD clear& Premium Tempered Glass Screen Protector for Microsoft Surface...
S: Whetstone Black & Blue Tactical Rescue Knife. Sports & Outdoors. Sports & Fitness. Whetstone Cutlery.
T: iCooker Wine Aerator [FDA-Approved] Professional Essential Decanter Pourer For White Red Wine - Premium Quality Aerating Glass Spout. Home & Kitchen. Kitchen & Dining. iCooker.


assistant
Answer: E