- 专利标题: Cross-domain action prediction
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申请号: US16884151申请日: 2020-05-27
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公开(公告)号: US11556822B2公开(公告)日: 2023-01-17
- 发明人: Su-Chen Lin , Zhungxun Liao , Jian-Chih Ou , Tzu-Chiang Liou
- 申请人: Oath Inc.
- 申请人地址: US NY New York
- 专利权人: Oath Inc.
- 当前专利权人: Oath Inc.
- 当前专利权人地址: US NY New York
- 代理机构: Cooper Legal Group LLC
- 主分类号: G06N5/04
- IPC分类号: G06N5/04 ; H04L29/08 ; G06N3/10 ; H04L67/50 ; G06N5/02 ; G06N3/04 ; G06N7/00
摘要:
One or more computing devices, systems, and/or methods for cross-domain action prediction are provided. Action sequence embeddings are generated based upon a textual embedding and a graph embedding utilizing past user action sequences corresponding to sequences of past actions performed by users across a plurality of domains. An autoencoder is trained to utilize the action sequence embeddings to project the action sequence embeddings to obtain intent space vectors. A service switch classifier is trained using the intent space vectors. In response to the service switch classifier predicting that a current user will switch from a current domain to a next domain, the current user is provided with a recommendation of an action corresponding to the next domain.
公开/授权文献
- US20210374577A1 CROSS-DOMAIN ACTION PREDICTION 公开/授权日:2021-12-02
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