Invention Grant
- Patent Title: Sentiment topic model
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Application No.: US16445063Application Date: 2019-06-18
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Publication No.: US11200380B2Publication Date: 2021-12-14
- Inventor: Mani Kanteswara Garlapati , Lakshmi Kommuru
- Applicant: Walmart Apollo, LLC
- Applicant Address: US AR Bentonville
- Assignee: Walmart Apollo, LLC
- Current Assignee: Walmart Apollo, LLC
- Current Assignee Address: US AR Bentonville
- Priority: IN201941018222 20190507
- Main IPC: G06F3/048
- IPC: G06F3/048 ; G06F40/30 ; G06Q30/02 ; G06F16/28 ; G06F3/0484

Abstract:
A disclosed sentiment topic modeling tool identifies issues within voluminous customer review data, based on particular categories of review submission (e.g., particular products and experiences) and concern areas (e.g., quality, performance, suitability of features), and abstracts the extracted topic data into a manageable set of focus areas for business operations improvements. An exemplary process includes: receiving a plurality of reviews; selecting a category of review to use for a topic network; selecting a number of topics for generating the topic network; generating, based at least on the selected category and the selected number of topics, the topic network; generating a plurality of topic networks in a topic network group, and determining a set of themes for the group. Additional network groups are generated, and a set of themes is determined for each. A set of focus areas is determined, based at least on the sets, and reports are generated.
Information query