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公开(公告)号:US20190155856A1
公开(公告)日:2019-05-23
申请号:US16234337
申请日:2018-12-27
Inventor: Hao Tian , Daren Li , Bo Huang , Dai Dai , Chengxiang Liu , Anjun Wei , Kexin Ren , Haiguang Yuan
IPC: G06F16/953 , G06F16/33 , G06F16/31 , G06F16/174
Abstract: Embodiments of the present disclosure disclose a method and apparatus for subscribing to a topic. The method includes: matching a persistent topic for a retrieval keyword based on the retrieval keyword of a user combined with at least one of historical behavior or a subscription record of the user; returning the persistent topic to a client for display, so that the user performs subscription; and saving the persistent topic subscribed to by the user, and when a matching resource corresponding to the persistent topic subscribed to by the user is updated, recommending the updated matching resource to the user. Since a recommendation strategy can be timely adjusted according to real-time behavior of a user combined with historical behavior, the probability of hitting a topic of interest to the user is increased.
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公开(公告)号:US11216504B2
公开(公告)日:2022-01-04
申请号:US16705749
申请日:2019-12-06
Inventor: Guocheng Niu , Bolei He , Chengxiang Liu , Xinyan Xiao , Yajuan Lyu
IPC: G06F16/36 , G06F40/30 , G06F40/295 , G06N3/08
Abstract: A document recommendation method based on a semantic tag and a document recommendation device. The method includes: for each document, acquiring a first candidate tag set corresponding to the document, and processing each first candidate tag in the first candidate tag set corresponding to the document to obtain a second candidate tag set corresponding to the document; performing normalization processing on each second candidate tag in the second candidate tag set corresponding to the document to obtain a third candidate tag set corresponding to the document; performing expanding process on each third candidate tag in the third candidate tag set corresponding to the document, and acquiring a fourth candidate tag set corresponding to the document, to form a document library having semantic tags; and recommending a target document obtained from the document library having semantic tags to the user, according to historical semantic tag.
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公开(公告)号:US11508153B2
公开(公告)日:2022-11-22
申请号:US17115263
申请日:2020-12-08
Inventor: Chengxiang Liu , Hao Liu , Bolei He
IPC: G06V20/40 , G06K9/62 , G06V30/262 , G06V40/16
Abstract: A method for generating a tag of a video, an electronic device, and a storage medium are related to a field of natural language processing and deep learning technologies. The detailed implementing solution includes: obtaining multiple candidate tags and video information of the video; determining first correlation information between the video information and each of the multiple candidate tags; sorting the multiple candidate tags based on the first correlation information to obtain a sort result; and generating the tag of the video based on the sort result.
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公开(公告)号:US11429680B2
公开(公告)日:2022-08-30
申请号:US16234337
申请日:2018-12-27
Inventor: Hao Tian , Daren Li , Bo Huang , Dai Dai , Chengxiang Liu , Anjun Wei , Kexin Ren , Haiguang Yuan
IPC: G06F16/00 , G06F16/953 , G06F16/33 , G06F16/31 , G06F16/174
Abstract: Embodiments of the present disclosure disclose a method and apparatus for subscribing to a topic. The method includes: matching a persistent topic for a retrieval keyword based on the retrieval keyword of a user combined with at least one of historical behavior or a subscription record of the user; returning the persistent topic to a client for display, so that the user performs subscription; and saving the persistent topic subscribed to by the user, and when a matching resource corresponding to the persistent topic subscribed to by the user is updated, recommending the updated matching resource to the user. Since a recommendation strategy can be timely adjusted according to real-time behavior of a user combined with historical behavior, the probability of hitting a topic of interest to the user is increased.
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公开(公告)号:US10671656B2
公开(公告)日:2020-06-02
申请号:US15859800
申请日:2018-01-02
Inventor: Chengxiang Liu , Xinyan Xiao
IPC: G06F16/338 , G06F16/33 , G06F40/30
Abstract: A method for recommending a text content based on a concern, a computer device, and a non-transitory computer readable storage medium are provided. The method includes: acquiring a query input by a user, and acquiring a reference text content selected by the user from search results corresponding to the query; generating a term vector of the query according to a term relative to the query in the reference text content; determining the concern of the user from a plurality of reference concerns according to similarities between the term vector of the query and term vectors of the plurality of reference concerns; and recommending the text content matched with the concern to the user.
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