Invention Grant
- Patent Title: Content recommendation based upon continuity and grouping information of attributes
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Application No.: US18097424Application Date: 2023-01-16
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Publication No.: US11995572B2Publication Date: 2024-05-28
- Inventor: Alexander Shtof , Yair Koren , Yohay Kaplan
- Applicant: Yahoo Assets LLC
- Applicant Address: US VA Dulles
- Assignee: Yahoo Assets LLC
- Current Assignee: Yahoo Assets LLC
- Current Assignee Address: US NY New York
- Agency: Cooper Legal Group LLC
- Main IPC: G06F17/00
- IPC: G06F17/00 ; G06F7/00 ; G06F16/23 ; G06F16/2457 ; G06N5/02 ; G06N5/04 ; G06N20/00 ; G06Q30/0201

Abstract:
One or more computing devices, systems, and/or methods for content recommendation based upon continuity and grouping information of attributes are provided herein. User interaction data specifying whether users interacted with content items, user attributes of the users, and content attributes of the content items is obtained. A data structure is populated with the user interaction data. The data structure is modified by inserting a set of sub-fields into the data structure for a user attribute. A sub-field is populated with a value representing an option of the user attribute. The set of sub-fields are an encoding of continuity information and grouping information representing options for the user attribute. The data structure is processed using machine learning functionality to generate a model. The model is utilized to generate a prediction as to whether a user will interact with a content item.
Public/Granted literature
- US20230214686A1 CONTENT RECOMMENDATION BASED UPON CONTINUITY AND GROUPING INFORMATION OF ATTRIBUTES Public/Granted day:2023-07-06
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