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: Tommy Bahama 7 Ft Beach Umbrella with Sand Anchor and Tilt SPF 100 - Green. Sports & Outdoors. Outdoor Recreation. Tommy Bahama.
2nd: Collegiate 48-Can Rolling Cooler with Backpack Straps. Sports & Outdoors. Fan Shop. Logo Brands.
3rd: Table in a Bag W2716 Original Low Wood Portable Table with Carrying Bag, Brown. Sports & Outdoors. Outdoor Recreation. Table in a Bag.

Options:
A: Intrepid International Breakaway Leather Crown Padded Halter. Sports & Outdoors. Sports & Fitness. Intrepid International.
B: Great American Products NHL Metallic Travel Tumbler, Stainless Steel and Black Vinyl, 16-Ounce. Sports & Outdoors. Fan Shop. Great American Products.
C: Bag Boy Tri Swivel II Golf Push Cart. Sports & Outdoors. Sports & Fitness. Bag Boy.
D: Hodgman Men's Pipestone Breathable Booted Chest Wader with Work Table. Sports & Outdoors. Sports & Fitness. Hodgman.
E: Horse Cookie Cutter. Home & Kitchen. Kitchen & Dining. Linden Sweden, Inc.
F: 12 inch Gold Taper Candles (Set of 12) Unscented Gold Taper Candles with Lead free cotton wicks, Dripless Made in USA. Home & Kitchen. Home...
G: Evriholder Dressing to Go Salad Dressing Container, 2-Ounce, (Colors May Vary). Home & Kitchen. Kitchen & Dining. Evriholder.
H: Infinity Instruments 10-inch Modern Wall/TableTop Clock with Remote Control Chime, Red. Home & Kitchen. Home Dcor. Infinity Instruments.
I: 26" Huffy Nel Lusso Women's Cruiser Bike, Gloss Blue. Sports & Outdoors. Outdoor Recreation. Huffy.
J: Samsung Galaxy Note 8.0 [Tablet] S Pen Stylus ET-PN510SWEGUJ (Not For The New Note8 Phone). Electronics. Computers & Accessories. Samsung.
K: Tindra Scented 1.5" Tealights 36 Pack!. Home & Kitchen. Home Dcor. Ikea.
L: Idolian Touchtab C8 7" Android Tablet Capacitive Touch Screen. Electronics. Computers & Accessories. Samsung.
M: Tommy Bahama 2 Backpack Beach Chairs/Red + 1 Medium Tote Bag. Sports & Outdoors. Outdoor Recreation. Tommy Bahama.
N: HP 2.4 GHz Wireless Optical Mouse Sonoma Red. Electronics. Computers & Accessories. HP.
O: OJIA 18 X 18" Cotton Linen Decorative Couple Throw Pillow Cover Cushion Case Couple Pillow Case, Set of 2 - Love. Home & Kitchen. Bedding...
P: PUMA Women's Active Forever Capri. Sports & Outdoors. Fan Shop.
Q: Heritage Lace Cottage Rose 14-Inch by 20-Inch Placemat, White, Set of 2. Home & Kitchen. Kitchen & Dining. Heritage Lace.
R: Da Vinci 300 11.5 gram Striped Poker Chip Set w/3 Dealer Buttons, 2 Decks of Cards, Case. Sports & Outdoors. Sports & Fitness. Solar.
S: DCI Just a Slice Silicone Cake Pan, Pink or Green. Home & Kitchen. Kitchen & Dining. DCI.
T: Baxton Studio Marina White Plastic Molded Chair Set of 2. Home & Kitchen. Furniture. Baxton Studio.


assistant
Answer: M