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: Logitech S220 2.1 Speaker System (Black). Electronics. Computers & Accessories. Logitech.
2nd: Sennheiser RS 110 OpenAire Supraural RF Wireless Headphones with Enhanced Bass Discontinued by Manufacturer (Certified Refurbished). Electronics. Headphones. Sennheiser.
3rd: Motorola MOTOROKR EQ5 Bluetooth Portable Speaker (Discontinued by Manufacturer). Electronics. Portable Audio & Video. Motorola.
4th: Belkin 7-Foot Stereo Link Cable for iPod. Electronics. Accessories & Supplies. Belkin.
5th: Philips SRU5106/27 6 Device Universal Remote Control (Discontinued by Manufacturer). Electronics. Accessories & Supplies. Philips.
6th: HP 50-watt 2.1 Speaker System. Electronics. Home Audio. HP.
7th: Black Touch Screen Digitizer LCD Assembly for iPod Touch 4 4th Generation. Electronics. Portable Audio & Video. Generic.
8th: NEEWER Professional Battery Grip BG-E5 Replacement Works with LP-E5 Battery + AA Battery Grip Holder + Li-ion Battery Grip Holder for Canon EOS 450D 500D...
9th: D-Link DCS-934L Day & Night Wi-Fi Camera (Black). Electronics. Camera & Photo. D-Link.
10th: iPad Mini 4 Case, LK [Shock Absorption] Drop Protection Armor Hybrid Dual Layer Defender Protective Case Cover for iPad Mini 4 (2015 Model) Black. Electronics...
11th: Xinci XC-DG003 Portable Aluminum Ultra Bright USB LED Stick Light Flexible Lamp Powered By USB Port of Powerbank PC Laptop Notebook Computer Keyboard for Night...

Options:
A: Lenox French Perle Mug, White. Home & Kitchen. Kitchen & Dining. Lenox.
B: Sylvania LD320SSX 32-Inch 720p LCD HDTV/DVD Combo. Electronics. Television & Video. Sylvania.
C: Berkley Trilene Big Game Monofilament Leader Wheel. Sports & Outdoors. Sports & Fitness. Berkley.
D: Stargazer Enterprises 6in90cbl 90 Degree 3.5mm Male to Female Extension TRS Cable Adapter, Black. Electronics. Accessories & Supplies. Stargazer Enterprises.
E: Shimano Stimula 1-Piece Spin Rod. Sports & Outdoors. Sports & Fitness. SHIMANO.
F: Mccoy Fishing Line. Sports & Outdoors. Sports & Fitness. Mccoy Fishing.
G: Disposable Ice Cube Bag 42 Pack (1176 Ice Cubes, 42 Bags). Home & Kitchen. Kitchen & Dining. LowCostTrading.
H: SouvNear 6.5" Witty Wood Nose Premium Quality Eyeglass Holder/Spectacle Display Stand-Unique Desktop Accessory and Gifts, 6 Inches, Brown. Home & Kitchen. Home Dcor. SouvNear.
I: Alead Nolan TRX HDM2 Wireless Home HD MultiLinks Stereo Audio Transmitter and Receiver (A2DP), Long range, digital audio Optical, SPDIF. For TV, home theater, iPad,...
J: Ozark Trail 1-person Instant Tent Cot with Rainfly. Sports & Outdoors. Outdoor Recreation. Ozark Trail.
K: Headphone Adapter Charger, Adapter Compatible for Mobile Phone 7/7 Plus / 8/8 Plus/X, Connector Cable Supports The 11 System (Black-New). Electronics. Accessories & Supplies. instecho.
L: WD-40 Bike Frame Protectant, 8-Ounce. Sports & Outdoors. Outdoor Recreation. WD-40 Bike.
M: iPhone Charger Syncwire Lightning Cable - [Apple MFi Certified] - 3.3ft/1m for iPhone Xs, Xs Max, XR, X, 8, 8 Plus, 7, 7 Plus, 6s,...
N: Presto Deep Fryer Skimmer 44017. Home & Kitchen. Kitchen & Dining. Presto.
O: Rosewill 3-Feet USB 2.0 A Male to A Female Extension Cable (RCAB-11005). Electronics. Computers & Accessories. Rosewill.
P: Nikon HB-29 Bayonet Lens Hood for 70-200mm f/2.8 G-AFS Lens. Electronics. Camera & Photo. Nikon.
Q: Coms DVI Manual Switch Selector Box Tv LCD Monitor 2 Port Switcher. Electronics. Accessories & Supplies. Coms.
R: mzcurse Men's Team Mountain Bike Cycling Short Shirt Jersey Shorts Suit Kit Set. Sports & Outdoors. Outdoor Recreation. mzcurse.
S: Targus USB 2.0 Secure Digital Card Reader/Writer with Micro SD Slot (TGR-MSD500). Electronics. Computers & Accessories. Targus.
T: Laundry Rug - "One Load At A Time" - Decorative Laundry Mat by Bacova - 21" x 54". Home & Kitchen. Home Dcor. Bacova Guild.
Answer: K