Invention Grant
- Patent Title: Systems and methods for generating recommendations using neural network and machine learning techniques
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Application No.: US16779273Application Date: 2020-01-31
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Publication No.: US11544534B2Publication Date: 2023-01-03
- Inventor: Mansi Ranjit Mane , Anirudha Sundaresan , Stephen Dean Guo , Aditya Mantha , Kannan Achan
- Applicant: Walmart Apollo, LLC
- 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 ; G06N3/04 ; G06Q30/06 ; G06N3/08

Abstract:
Systems and methods including one or more processors and one or more non-transitory storage devices storing computing instructions configured to run on the one or more processors and perform: receiving an input identifying an anchor item; determining, using a quadruplet network associated with a neural network architecture, one or more item categories corresponding to complementary items associated with the anchor item; generating, using a ranking network associated with the neural network architecture, scores for the complementary items included in the one or more item categories; generating, using the ranking network associated with the neural network architecture, first ranking results for the complementary items based, at least in part, on the scores; and selecting one or more of the complementary items to be displayed based, at least in part, on the first ranking results. Other embodiments are disclosed herein.
Public/Granted literature
- US20210056385A1 SYSTEMS AND METHODS FOR GENERATING RECOMMENDATIONS USING NEURAL NETWORK AND MACHINE LEARNING TECHNIQUES Public/Granted day:2021-02-25
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