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: Samsung DVD-1080P7 Up-Converting 1080p DVD Player. Electronics. Television & Video. Samsung.
2nd: Insten 3 PORT HDMI SWITCHER SPLITTER SWITCH FOR HDTV 1080P High Speed HDMI Specification. Electronics. Accessories & Supplies. INSTEN.
3rd: Hauppauge 1229 WinTV-HVR-2255 White Box for System Builders Dual Hybrid PCI-E TV Tuner Board. Electronics. Computers & Accessories. Hauppauge.
4th: (Old Model) WD My Passport Ultra 2 TB Portable External USB 3.0 Hard Drive with Auto Backup, Black. Electronics. Computers & Accessories. Western Digital.
5th: BM Premium BP-828 Battery for Canon VIXIA GX10, HF G21, HFG30, HFG40, HFM30, HFM31, HFM32, HFM300, HFM301, HFM40, HFM41, HFM400, XA10, XA11, XA15, XA20, XA25,...
6th: ECBC Backpack Computer Bag - Harpoon Daypack for Laptops, MacBooks & Devices Up to 16.5" - Travel, School or Business Backpack for Men & Women...
7th: Extreme 3 Way Unbalanced HD Digital 1GHz High Performance Coax Cable Splitter - BDS103H. Electronics. Accessories & Supplies. Extreme Broadband.
8th: Samsung UN32H5500 32-Inch 1080p 60Hz Smart LED TV (2014 Model). Electronics. Television & Video. Samsung.
9th: Plantronics BackBeat PRO Wireless Noise Canceling Hi-Fi Headphones with Mic - Compatible with iPhone, iPad, Android, and Other Smart Devices. Electronics. Headphones. Plantronics.
10th: Bluetooth Headphone Compatible iP 7, Fourcase Earphones Eaubuds Wired Headset with Microphone & Remote Control Noise Canceling Sweatproof Compatible iP XS/XR/ XS Mas,IP 7/8/X/7 Plus/8...

Options:
A: Universal 3D Infrared Active Shutter Glasses For Sony Bravia 3D HDTVs. Electronics. Accessories & Supplies. SainSonic.
B: Mom Your Love Wood Finish Rose Jewelry Music Box - Plays Tune Wind Beneath My Wings. Home & Kitchen. Home Dcor. Cottage Garden.
C: Satin Ruffled Bed Skirt with Platform, Queen, Red, 21" Drop Bedskirt - Wrinkle Free and Fade Resistant (available in all bed sizes and 17 colors)...
D: CAT5e Waterproof Cable Gland, Cable Side. Electronics. Computers & Accessories. Video Products Inc.
E: PHILIPS USB 2.0 Sharing Switch, Allows 2 Computers to Share one USB Device. Electronics. Computers & Accessories. Philips.
F: Poundex B00NNKC6VK Sectional Sofa, Black. Home & Kitchen. Furniture. Poundex.
G: Think Board Peel and Stick Clear Dry Erase Board, 54"x30". Home & Kitchen. Storage & Organization. Think Board.
H: Incase Magazine Jacket for iPad mini retina (Black - CL60477). Electronics. Computers & Accessories. Incase Designs.
I: USB 3.0 Cable (3FT - 2 Pack), Fosmon Super Speed USB 3.0 A (Male) to USB A (Male) Cord Data Sync Cable for External Hard...
J: Gibson Logo Barstool. Home & Kitchen. Furniture. Gibson Gear.
K: Neewer Black Flash Hot Shoe Converter Adapter for Sony Cameras Camcorders A7 A7R A7II A7S A6000 NEX-6 A99 A58 RX1 RX1R RX10 RX100M VG900E VG30E...
L: Crucial 16GB Kit (8GBx2) DDR4 2133 MT/s (PC4-17000) DR x8 Unbuffered DIMM 288-Pin Memory - CT2K8G4DFD8213. Electronics. Computers & Accessories. Crucial.
M: Creative Converting 18 Count Bright and Bold 21st Birthday Lunch Napkins. Home & Kitchen. Event & Party Supplies. Creative Converting.
N: Pioneer DEH-P6100BT In-Dash CD/MP3/WMA/AAC/WAV Receiver. Electronics. Car & Vehicle Electronics. Pioneer.
O: TYR Women's Durafast Elite Solids Diamondfit Workout Bikini. Sports & Outdoors. Sports & Fitness. TYR.
P: 6 Pc Fun Multi-Colored BPA-Free Bowls - Cereal Fruit or Soup Bowl. Home & Kitchen. Kitchen & Dining. IcyDeals.
Q: UCTRONICS HMC5983 Sensor Temperature Compensation 3-Axial Compass SPI Board I2C Module. Electronics. Computers & Accessories. UCTRONICS.
R: MPD Digital WiFi Wireless Antenna Extension Cable - CNT-240 or LMR-240 - RP-SMA Male to RPSMA Female Connectors, 8 Feet. Electronics. Accessories & Supplies. MPD...
S: Oriental Furniture Poppies Canvas Wall Art. Home & Kitchen. Wall Art. ORIENTAL FURNITURE.
T: Fluance XL7F High Performance Three-way Floorstanding Loudspeakers. Electronics. Home Audio. Fluance.
Answer: L