PROTECTING USERS FROM INAPPROPRIATE SENSITIVE OR OFFENSIVE SEARCH RESULTS
    3.
    发明申请
    PROTECTING USERS FROM INAPPROPRIATE SENSITIVE OR OFFENSIVE SEARCH RESULTS 审中-公开
    保护用户免受不确定或敏感的搜索结果

    公开(公告)号:US20170061014A1

    公开(公告)日:2017-03-02

    申请号:US14841078

    申请日:2015-08-31

    Applicant: Google Inc.

    CPC classification number: G06F17/30867 G06F17/30528

    Abstract: A system and method for providing a search experience in which users are protected from exposure to inappropriate offensive or sensitive content is described. A search system may classify a search query and candidate search results obtained in response to the search query. Based on the classification of the search query and search results, the candidate search results may be modified to generate a set of search results presented to a user such that the presented search results do not include inappropriate sensitive or offensive content.

    Abstract translation: 描述了一种用于提供用户被保护以免暴露于不适当的冒犯或敏感内容的搜索体验的系统和方法。 搜索系统可以对搜索查询和响应于搜索查询获得的候选搜索结果进行分类。 基于搜索查询和搜索结果的分类,可以修改候选搜索结果以生成呈现给用户的一组搜索结果,使得呈现的搜索结果不包括不适当的敏感或令人反感的内容。

    Construction of text classifiers
    4.
    发明授权
    Construction of text classifiers 有权
    文本分类器的构建

    公开(公告)号:US09317564B1

    公开(公告)日:2016-04-19

    申请号:US14518891

    申请日:2014-10-20

    Applicant: Google Inc.

    Abstract: Methods, systems, and apparatus, including computer program products, for constructing text classifiers. The method includes receiving a collection of candidate phrases for a given topic; filtering the received candidate phrases to remove erroneously included candidate phrases; assigning weights to the candidate phrases including scoring each candidate phrase using an initial classifier and assigning weights to the candidate phrases based on the scores; and generating a linear classifier using the filtered and weighted candidate phrases, where the linear classifier varies the weights for each phrase candidate depending on the length of the document being classified.

    Abstract translation: 用于构建文本分类器的方法,系统和装置,包括计算机程序产品。 该方法包括接收给定主题的候选短语集合; 过滤所接收的候选短语以去除错误地包括的候选短语; 向所述候选短语分配权重,包括使用初始分类器对每个候选短语进行评分,并且基于所述分数向所述候选短语分配权重; 以及使用经滤波和加权的候选短语生成线性分类器,其中线性分类器根据被分类的文档的长度来改变每个短语候选的权重。

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