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公开(公告)号:US12120076B2
公开(公告)日:2024-10-15
申请号:US17379322
申请日:2021-07-19
发明人: Yoelle Maarek , Ido Guy , Dan Pelleg , Idan Szpektor , Alexander Nus , Jeffrey Bonforte
IPC分类号: H04L51/08 , G06F16/583 , G06Q50/00 , G06V20/30 , H04L51/10
CPC分类号: H04L51/08 , G06F16/583 , G06Q50/01 , G06V20/30 , H04L51/10
摘要: Disclosed are systems and methods for improving interactions with and between computers in content searching, generating, hosting and/or providing systems supported by or configured with personal computing devices, servers and/or platforms. The systems interact to identify and retrieve data within or across platforms, which can be used to improve the quality of data used in processing interactions between or among processors in such systems. The disclosure provides a novel, computerized framework for automatically identifying and recommending socially-engaging photos to their creators for sharing. Execution of the disclosed systems and methods turns a tedious manual chore into an automated, software-driven process. The disclosed systems and methods utilizes a novel, computerized learn-to-rank (LTR) algorithm for identifying the most engaging, socially driven photos by: (a) grouping near-duplicate photos; (b) selecting a representative photo for sharing per group; and (c) ranking of the groups by their likelihood to contain a “shareable” photo.