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    • 7. 发明授权
    • Grouping of users
    • 用户分组
    • US08930351B1
    • 2015-01-06
    • US12751359
    • 2010-03-31
    • Hyung-Jin KimYair KurzionPhilip McDonnell
    • Hyung-Jin KimYair KurzionPhilip McDonnell
    • G06F7/00G06F17/30
    • G06F17/30864
    • Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for grouping of users. In one aspect, a method includes selecting a current user group for a search session based on search results selected by a user during the search session. The method also includes obtaining a plurality of search results responsive to a query submitted by the user during the search session wherein each of the search results has a respective score. The method also includes determining that a search result in the plurality of search results is one in which users associated with the current user group select as a selected search result a percentage of time more often or less often than a general population of users that is larger than a number of users associated with the current user group. The method also includes in response to determining, modifying an order of the plurality of search results by modifying the respective score of the search result based on the percentage. The method also includes providing the modified plurality of search results in response to the query.
    • 方法,系统和装置,包括在计算机存储介质上编码的计算机程序,用于分组用户。 一方面,一种方法包括基于搜索会话期间由用户选择的搜索结果来选择用于搜索会话的当前用户组。 该方法还包括响应于在搜索会话期间由用户提交的查询获得多个搜索结果,其中每个搜索结果具有相应的分数。 该方法还包括确定多个搜索结果中的搜索结果是与当前用户组相关联的用户作为选择的搜索结果选择的时间的百分比比常规或更少的一般用户群体更大 比与当前用户组相关联的多个用户。 该方法还包括响应于通过基于百分比修改搜索结果的相应分数来确定修改多个搜索结果的顺序。 该方法还包括响应于查询来提供经修改的多个搜索结果。
    • 9. 发明授权
    • Modifying search result ranking based on implicit user feedback
    • 基于隐含用户反馈修改搜索结果排序
    • US08661029B1
    • 2014-02-25
    • US11556143
    • 2006-11-02
    • Hyung-Jin KimSimon TongNoam M. ShazeerMichelangelo Diligenti
    • Hyung-Jin KimSimon TongNoam M. ShazeerMichelangelo Diligenti
    • G06F7/00G06F17/30
    • G06F17/3053G06F17/30696G06F17/30864G06F17/30867G06Q30/02
    • Systems and techniques relating to ranking search results of a search query include, in general, subject matter that can be embodied in a computer-implemented method that includes determining a measure of relevance for a document result within a context of a search query for which the document result is returned, the determining being based on a first number in relation to a second number, the first number corresponding to longer views of the document result, and the second number corresponding to at least shorter views of the document result; and outputting the measure of relevance to a ranking engine for ranking of search results, including the document result, for a new search corresponding to the search query. The subject matter described in this specification can also be embodied in various corresponding computer program products, apparatus and systems.
    • 与搜索查询的搜索结果排序相关的系统和技术通常包括可以以计算机实现的方法体现的主题,包括确定在搜索查询的上下文内的文档结果的相关度的度量, 返回文档结果,所述确定基于与第二数字相关的第一数字,对应于文档结果的较长视图的第一数字和对应于文档结果的至少较短视图的第二数字; 并且对于与搜索查询相对应的新搜索,输出与包括文档结果在内的搜索结果排序相关的排名引擎的度量。 本说明书中描述的主题也可以体现在各种相应的计算机程序产品,装置和系统中。