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    • 2. 发明授权
    • Book content item search
    • 预订内容项搜索
    • US09043338B1
    • 2015-05-26
    • US13620439
    • 2012-09-14
    • Shumeet BalujaYushi Jing
    • Shumeet BalujaYushi Jing
    • G06F17/30
    • G06F17/30864G06F17/30619G06F17/30634
    • Methods, systems, and apparatus, including computer program products are provided for ranking distinct book content items based on implicit links to other distinct book content items. The implicit links are defined based on the identification of matching features in the distinct book content items. In some implementations, the matching features can be image features that appear in image content of the distinct book content items. Edges representing implicit links are generated between distinct nodes representing the distinct book content items in the weighted graph. Each distinct book content item can be ranked based on the edges connected to the distinct node in the weighted graph that represents the distinct book content item.
    • 提供了包括计算机程序产品在内的方法,系统和装置,用于基于与其他不同书籍内容项目的隐含链接来对不同的书籍内容项目进行排名。 基于不同书籍内容项目中匹配特征的识别来定义隐含链接。 在一些实现中,匹配特征可以是出现在不同书籍内容项目的图像内容中的图像特征。 表示隐式链接的边缘在加权图中代表不同书籍内容项目的不同节点之间生成。 可以基于连接到代表不同书籍内容项目的加权图形中的不同节点的边缘来对每个不同的书籍内容项目进行排名。
    • 4. 发明授权
    • Book content item search
    • 预订内容项搜索
    • US08316032B1
    • 2012-11-20
    • US12351415
    • 2009-01-09
    • Shumeet BalujaYushi Jing
    • Shumeet BalujaYushi Jing
    • G06F17/30
    • G06F17/30864G06F17/30619G06F17/30634
    • Methods, systems, and apparatus, including computer program products are provided for ranking distinct book content items based on implicit links to other distinct book content items. The implicit links are defined based on the identification of matching features in the distinct book content items. In some implementations, the matching features can be image features that appear in image content of the distinct book content items. Edges representing implicit links are generated between distinct nodes representing the distinct book content items in the weighted graph. Each distinct book content item can be ranked based on the edges connected to the distinct node in the weighted graph that represents the distinct book content item.
    • 提供了包括计算机程序产品在内的方法,系统和装置,用于基于与其他不同书籍内容项目的隐含链接来对不同的书籍内容项目进行排名。 基于不同书籍内容项目中匹配特征的识别来定义隐含链接。 在一些实现中,匹配特征可以是出现在不同书籍内容项目的图像内容中的图像特征。 表示隐式链接的边缘在加权图中代表不同书籍内容项目的不同节点之间生成。 可以基于连接到代表不同书籍内容项目的加权图形中的不同节点的边缘来对每个不同的书籍内容项目进行排名。
    • 5. 发明授权
    • Book content item search
    • 预订内容项搜索
    • US08095546B1
    • 2012-01-10
    • US12351336
    • 2009-01-09
    • Shumeet BalujaYushi Jing
    • Shumeet BalujaYushi Jing
    • G06F17/30
    • G06F17/30616G06F17/2705G06F17/3053G06F17/30958
    • Methods, systems, and apparatus, including computer program products are provided for ranking distinct book content items based on implicit links to other distinct book content items. The implicit links are defined based on the identification of matching features in the distinct book content items. In some implementations, the matching features are uncommon phrases in textual content of the distinct book content items. Edges representing implicit links are generated between distinct nodes representing distinct book content items in a weighted graph. Search results for distinct book content items can be ordered based on the edges connected to the distinct nodes in the weighted graph that represent the distinct book content items.
    • 提供了包括计算机程序产品在内的方法,系统和装置,用于基于与其他不同书籍内容项目的隐含链接来对不同的书籍内容项目进行排名。 基于不同书籍内容项目中匹配特征的识别来定义隐含链接。 在一些实现中,匹配特征在不同书籍内容项目的文本内容中是不常见的短语。 表示隐式链接的边缘在加权图中表示不同书籍内容项目的不同节点之间生成。 可以根据连接到代表不同书籍内容项目的加权图中不同节点的边缘来排序不同书籍内容项目的搜索结果。
    • 6. 发明授权
    • Ranking of images and image labels
    • 图像和图像标签的排名
    • US07961986B1
    • 2011-06-14
    • US12164808
    • 2008-06-30
    • Yushi JingShumeet Baluja
    • Yushi JingShumeet Baluja
    • G06K9/60
    • G06K9/6224G06F17/30265G06F17/3028Y10S707/99933Y10S707/99937
    • The subject matter of this specification can be embodied in, among other things, a method that includes determining a score for an image of a plurality of images with respect to each of one or more terms, identifying one or more of the terms for each of which the score for the image with respect to the respective identified term satisfies a criterion, and associating the identified terms with the image. Determining the score for the image with respect to a respective term includes determining probabilities of navigating between images in the plurality of images and determining the score for the image with respect to the respective term based on the probabilities.
    • 本说明书的主题可以包括以下方法:包括确定关于一个或多个术语中的每一个的多个图像的图像的分数的方法,所述方法识别每个中的每一个中的每一个的术语中的一个或多个 其中相对于相应的识别的术语的图像的分数满足标准,并且将所识别的项与图像相关联。 确定相对于相应术语的图像的分数包括确定在多个图像中的图像之间导航的概率,并且基于概率确定相对于相应术语的图像的得分。