DYNAMIC SHORT-FORM VIDEO TRAVERSAL WITH MACHINE LEARNING IN AN ECOMMERCE ENVIRONMENT
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United States of America Patent
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Issued Date -
Oct 17, 2024
app pub date -
Apr 11, 2024
filing date -
Apr 11, 2024
priority date (Note) -
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Abstract
Disclosed embodiments provide techniques for dynamic short-form video traversal with machine learning in an ecommerce environment. A graph structure associated with a library of short-form videos is accessed and customized in a back-end environment based on products for sale on a website. One or more of the customized short-form videos from the library are rendered to one or more users, along with an interactive overlay and an ecommerce environment. As the video is viewed, video consumption behavior data is collected and analyzed by a machine learning model. The machine learning model determines one or more next short-form videos from the graph structure for the user to view, based on sales goals, video consumption behavior data, and interaction with the user. The machine learning model can synthesize additional short-form videos and insert them into the graph structure in order to enhance viewer engagement and product sales.

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- 15 United States
- 10 France
- 8 Japan
- 7 China
- 5 Korea
- 2 Other
Patent Owner(s)
Patent Owner | Address | |
---|---|---|
LOOP NOW TECHNOLOGIES INC | SAN MATEO CA |
International Classification(s)

- [Classification Symbol]
- [Patents Count]
Inventor(s)
Inventor Name | Address | # of filed Patents | Total Citations |
---|---|---|---|
Arora, Vishal | Walnut Creek, US | 13 | 11 |
Zhuang, Ziming | Palo Alto, US | 18 | 303 |
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