Instruction: The user's purchase history implies her preferences. Rank the items in the options based on the user's preferences. Output the item that the user is most likely to purchase next from the options.

Input:
1st: KNOG Strongman U-Lock 5.15" x 7.75". Sports & Outdoors. Outdoor Recreation. KNOG.
2nd: Giro Aspect Road Cycling Helmet. Sports & Outdoors. Outdoor Recreation. Giro.
3rd: Serfas TCPG Bicycle Floor Pump. Sports & Outdoors. Outdoor Recreation. Serfas.
4th: Finish Line No Drip Chain Luber. Sports & Outdoors. Outdoor Recreation. Finish Line.

Options:
A: Sixtrees Deco Glass 5-Inch by 7-Inch Vertical Photo Frame. Home & Kitchen. Home Dcor. Sixtrees Ltd.
B: RIO Fly Line Backing, DACRON, 20 lb Test, CHARTREUSE - 100, 200, 250, 300, 400, 600 up to 5000 yds. Sports & Outdoors. Sports &...
C: Rulu 28457 44 by 108-Inch Ball Black Curtain Rod with 0.75-Inch Pipe. Home & Kitchen. Home Dcor. Rulu.
D: Bikehand Rear Hub Mount Bike Bicycle Stand Storage Rack. Sports & Outdoors. Outdoor Recreation. Bikehand.
E: StilGut Pencil Holder, Genuine Leather Sleeve for Apple Pencil, Compatible with Apple 9,7'' iPad Pro Cases, Cognac Vintage. Electronics. Computers & Accessories. StilGut.
F: Raqpak Wiregate Carabiners Clips for Hammocks 2 4 6 8 pcs Sets Lightweight Strong Aluminum with Pouch. Sports & Outdoors. Outdoor Recreation. Raqpak.
G: ACK-E6 FlyHi Upgraded Decode ACK-E6 plus DR-E6 DC Coupler AC Power Adapter Kit for Canon EOS 80D 7D Mark II 70D 7D 60D 6D 5D...
H: Gatorade 50220SM G Series Performance Squeeze Bottle 32oz (4 Pack), Pearl Green. Sports & Outdoors. Sports & Fitness. Gatorade.
I: Asobu Vino2Go Double Wall Insulated Wine Tumbler, Black. Home & Kitchen. Kitchen & Dining. asobu.
J: Aftermarket Replacement Pads Liner for Giro Havoc Helmet. Sports & Outdoors. Outdoor Recreation. Helmet Foam Kits.
K: Philips AZ1316 Portable CD/radio/casette with Remote. Electronics. Accessories & Supplies. Philips.
L: Lancer Tactical LT-12 Full Metal Gear with Free Float Rail Polymer Body Lt-12B. Sports & Outdoors. Sports & Fitness. Lancer Tactical.
M: PUMA Golf NA Women's Solid Tech Skirt. Sports & Outdoors. Sports & Fitness. PUMA.
N: New Era NFL 2016 Sport Knit Beanie. Sports & Outdoors. Fan Shop. New Era.
O: Lynk Professional Sink Cabinet Organizer with Pull Out Two Tier Sliding Shelf, 11.5w x 18d x 14h-Inch, Chrome. Home & Kitchen. Kitchen & Dining. Lynk.
P: Rubbermaid Laundry Basket, 1.6-Bushel, White (FG296585WHT). Home & Kitchen. Storage & Organization. Rubbermaid.
Q: Brand New Kamerar VF-4+ Plus LCD View Finder with Extend Bracket for Dv Camera LED Light SLR B. Electronics. Camera & Photo. Kamerar.
R: Hug Your Mug Cup Cozy, Reusable Coffee Sleeve Hand Protector Drink Grip for Paper Cups. Home & Kitchen. Kitchen & Dining. Hug Your Mug.
S: Altura Photo IR Universal Wireless Remote Control for Canon Nikon Sony Olympus Pentax Sigma Minolta Leica and Other DSLR Cameras. Electronics. Camera & Photo. Altura...
T: Cable Matters 2 Pack, SuperSpeed USB 3.0 Type A to B Cable in Blue 3 Feet. Electronics. Computers & Accessories. Cable Matters.
Answer: D