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INFORMATION RECOMMENDATION METHOD AND APPARATUS IN SOCIAL MEDIA

机译:社交媒体中的信息推荐方法和装置

摘要

The present invention provides an information recommendation method and apparatus in a social media. An off-line procedure includes: determining a point of interest of a target user; selecting information related to the point of interest as an annotated corpus; and training an interest classification model of the target user by using the annotated corpus as a training sample. An on-line procedure includes: inputting to-be-recommended information to the interest classification model of the target user, so as to determine whether the to-be-recommended information tallies with an interest of the target user; and if the to-be-recommended information tallies with the interest of the target user, recommending the to-be-recommended information to the target user. According to the present invention, an effect of information recommendation in a social media can be improved.
机译:本发明提供了社交媒体中的信息推荐方法和装置。离线过程包括:确定目标用户的兴趣点;选择与兴趣点有关的信息作为带注释的语料库;通过使用带注释的语料库作为训练样本来训练目标用户的兴趣分类模型。一种在线过程,包括:向目标用户的兴趣分类模型输入待推荐信息,以确定待推荐信息是否符合目标用户的兴趣;如果所述推荐信息符合目标用户的兴趣,则将所述推荐信息推荐给目标用户。根据本发明,可以提高社交媒体中的信息推荐的效果。

著录项

  • 公开/公告号US2016117595A1

    专利类型

  • 公开/公告日2016-04-28

    原文格式PDF

  • 申请/专利权人 HUAWEI TECHNOLOGIES CO. LTD.;

    申请/专利号US201614991651

  • 发明设计人 JIE ZHANG;YIBO ZHANG;HANG LI;

    申请日2016-01-08

  • 分类号G06N5/04;G06N99;

  • 国家 US

  • 入库时间 2022-08-21 14:36:05

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