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    • 1. 发明申请
    • CLICK MAGNET IMAGES
    • 点击磁铁图像
    • US20150088859A1
    • 2015-03-26
    • US13529563
    • 2012-06-21
    • ANDREAS CHRISTIAN WEISSLAurelien BoffyRandall G. KellerAlexandra ZykovaMichihiro Kuramochi
    • ANDREAS CHRISTIAN WEISSLAurelien BoffyRandall G. KellerAlexandra ZykovaMichihiro Kuramochi
    • G06F17/30
    • G06F16/9535G06F16/9566
    • Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for identifying click magnet images. In one aspect, a method includes obtaining selections vector for images. A selection vector for an image can include vector elements that correspond to a unique search query. The value of each vector element can be proportional to a number of selections of image search results that included a representation of the image when the search results were presented in response to the unique search query. The image can be deemed be a click magnet image based at least in part on a first number of selections of image search results that included a representation of the image for search queries categorized as belonging to a set of categories and a total number of selections of image search results that included a representation of the image.
    • 方法,系统和装置,包括在计算机存储介质上编码的用于识别点击磁体图像的计算机程序。 一方面,一种方法包括获得图像的选择向量。 图像的选择向量可以包括对应于唯一搜索查询的向量元素。 每个向量元素的值可以与图像搜索结果的选择的数量成比例,当搜索结果响应于唯一的搜索查询时,图像搜索结果包括图像的表示。 该图像可以被认为是至少部分地基于图像搜索结果的第一数量的选择的点击磁体图像,其包括被分类为属于一组类别的搜索查询的图像的表示以及总体选择次数 包含图像表示的图像搜索结果。
    • 3. 发明授权
    • Ranking image search results using hover data
    • 使用悬停数据排名图像搜索结果
    • US08819004B1
    • 2014-08-26
    • US13585894
    • 2012-08-15
    • Alexandre PetcherskiMichihiro KuramochiSimon Tong
    • Alexandre PetcherskiMichihiro KuramochiSimon Tong
    • G06F17/30
    • G06F17/30265G06F17/30G06F17/30864
    • Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for ranking images using hover data. In one aspect, a method includes determining a click count and a hover count for an image and a search query pair. The click count specifies a number of times that an image search result that includes a representation of the image has been selected when provided in response to the search query. The hover count specifies a number of times that the representation of the image has been hovered over when the image search result has been provided in response to the search query. A quality measure for the image with respect to the search query is determined. The quality measure is based on the click count and the hover count. A ranking of the image is adjusted for the search query based on the quality measure for the image.
    • 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,用于使用悬停数据对图像进行排序。 一方面,一种方法包括确定图像和搜索查询对的点击次数和悬停计数。 点击计数指定响应于搜索查询而提供的包括图像的表示的图像搜索结果已经被选择的次数。 悬停计数指定当响应于搜索查询而提供图像搜索结果时图像的表示已经被悬停的次数。 确定相对于搜索查询的图像的质量度量。 质量度量基于点击次数和悬停次数。 基于图像的质量测量,针对搜索查询调整图像的排名。
    • 5. 发明授权
    • Collecting image search event information
    • 收集图像搜索事件信息
    • US08898150B1
    • 2014-11-25
    • US13608278
    • 2012-09-10
    • Michihiro KuramochiJames M. SyngeZhongli Ding
    • Michihiro KuramochiJames M. SyngeZhongli Ding
    • G06F7/00G06F17/30
    • G06F17/30265G06F17/30864
    • Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for collecting and compiling information regarding search operations. In one aspect, a query log that stores search event data items for identifiers is accessed. A proper subset of the search event data items is identified, the proper subset of search event data items being search event data items for search events related to an image search. A proper subset of the identifiers is identified, the proper subset of identifiers being identifiers associated with a search event data item for a search event related to an image search. For each identifier of the proper subset of identifiers, an image search session data object is generated using the proper subset of search event data items.
    • 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,用于收集和编译关于搜索操作的信息。 一方面,存储用于存储用于标识符的搜索事件数据项的查询日志。 识别搜索事件数据项的适当子集,搜索事件数据项的正确子集是与图像搜索相关的搜索事件的搜索事件数据项。 标识符的适当子集被识别,标识符的正确子集是与用于与图像搜索相关的搜索事件的搜索事件数据项相关联的标识符。 对于标识符的正确子集的每个标识符,使用搜索事件数据项的适当子集来生成图像搜索会话数据对象。