Invention Grant
- Patent Title: Systems and methods for recommending cold-start items on a website of a retailer
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Application No.: US15420479Application Date: 2017-01-31
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Publication No.: US10552891B2Publication Date: 2020-02-04
- Inventor: Min Xie , Kannan Achan , Zoheb Vacheri
- Applicant: WAL-MART STORES, INC.
- Applicant Address: US AR Bentonville
- Assignee: WALMART APOLLO, LLC
- Current Assignee: WALMART APOLLO, LLC
- Current Assignee Address: US AR Bentonville
- Agency: Bryan Cave Leighton Paisner LLP
- Main IPC: G06Q30/00
- IPC: G06Q30/00 ; G06Q30/06 ; G06Q10/06 ; G06N20/00

Abstract:
Systems and methods including one or more processing modules and one or more non-transitory storage modules storing computing instructions configured to run on the one or more processing modules and perform acts of training one or more first models to recommend a first item after a user has had an interaction on the web site of the online retailer with a second item, determining static features common to both the first item and the second item, training a second model to determine whether to coordinate a display of any new item as one of one or more recommended items with any of a plurality of items, and coordinating the display of the new item as one of the one or more recommended items when the one or more of the plurality of items are displayed on the website of the online retailer based on the static features of the new item.
Public/Granted literature
- US20180218428A1 SYSTEMS AND METHODS FOR RECOMMENDING COLD-START ITEMS ON A WEBSITE OF A RETAILER Public/Granted day:2018-08-02
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