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US Patent 11886523 Machine learning on search sessions to provide intelligent search results

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Is a
Patent
Patent
0

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
0
Patent Number
118865230
Patent Inventor Names
Jaeyoo Jung0
Ming Qian0
Date of Patent
January 30, 2024
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Patent Application Number
176597500
Date Filed
April 19, 2022
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Patent Citations
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US Patent 11526575 Web browser with enhanced history classification
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US Patent 10331686 Conducting search sessions utilizing navigation patterns
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US Patent 11249996 Query adaptation for a search service in a content management system
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Patent Primary Examiner
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Scott A. Waldron
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Patent abstract

Techniques for training and/or using a machine learning (ML) algorithm to generate search results are disclosed. An ML algorithm is configured (i) to identify a search starting event and a search terminating event for a search session, where the search session includes multiple navigations across multiple different webpages, and (ii) to derive a dynamic score for the search session, where the dynamic score reflects whether the search session successfully identified an end result that was initially unknown at a time when the search starting event occurred. The trained ML algorithm can then be used during later search sessions to promote better search results and help users identify end targets or results in a faster and more intuitive manner.

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