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    • 1. 发明授权
    • Ordering image search results
    • 订购图像搜索结果
    • US08566331B1
    • 2013-10-22
    • US13532221
    • 2012-06-25
    • Michele CovellYushi JingJingbin WangCharles J. RosenbergSarah Moussa
    • Michele CovellYushi JingJingbin WangCharles J. RosenbergSarah Moussa
    • G06F17/30
    • G06F17/30247G06F17/30265G06F17/30864
    • Methods, systems, and apparatus, including computer program products, for ranking images are disclosed. An image search subsystem generates an adjustment factor representative of a quality measure of an image relative to a search query. The quality represents a relevance of the image to the query. The adjustment factor can be computed based on relevance data for the image to the query and image similarity data representing a relative similarity between the image and other images relevant to the query. The relevance data can be based on user actions in response to the image being included in search results for the query. The adjustment factor can be scaled based on whether the relevance data and the image similarity data both indicate that the image is relevant to the search query. A relevance score is computed based on the adjustment factor (e.g., a product of the adjustment factor and relevance score).
    • 公开了用于对图像排序的方法,系统和装置,包括计算机程序产品。 图像搜索子系统生成表示相对于搜索查询的图像的质量度量的调整因子。 质量表示图像与查询的相关性。 调整因子可以基于图像与查询的相关性数据计算,图像相似度数据表示图像和与查询相关的其他图像之间的相对相似度。 相关数据可以基于响应于图像被包括在查询的搜索结果中的用户动作。 可以基于相关性数据和图像相似性数据是否都指示图像与搜索查询相关来来调整调整因子。 基于调整因子(例如,调整因子和相关性得分的乘积)来计算相关性得分。
    • 2. 发明授权
    • Ordering image search results
    • 订购图像搜索结果
    • US08209330B1
    • 2012-06-26
    • US12475006
    • 2009-05-29
    • Michele CovellYushi JingJingbin WangCharles RosenbergSarah Moussa
    • Michele CovellYushi JingJingbin WangCharles RosenbergSarah Moussa
    • G06F7/00
    • G06F17/30247G06F17/30265G06F17/30864
    • Methods, systems, and apparatus, including computer program products, for ranking images are disclosed. An image search subsystem generates an adjustment factor representative of a quality measure of an image relative to a search query. The quality represents a relevance of the image to the query. The adjustment factor can be computed based on relevance data for the image to the query and image similarity data representing a relative similarity between the image and other images relevant to the query. The relevance data can be based on user actions in response to the image being included in search results for the query. The adjustment factor can be scaled based on whether the relevance data and the image similarity data both indicate that the image is relevant to the search query. A relevance score is computed based on the adjustment factor (e.g., a product of the adjustment factor and relevance score).
    • 公开了用于对图像排序的方法,系统和装置,包括计算机程序产品。 图像搜索子系统生成表示相对于搜索查询的图像的质量度量的调整因子。 质量表示图像与查询的相关性。 调整因子可以基于图像与查询的相关性数据计算,图像相似度数据表示图像和与查询相关的其他图像之间的相对相似度。 相关数据可以基于响应于用于查询的搜索结果中包括的图像的用户动作。 可以基于相关性数据和图像相似性数据是否都指示图像与搜索查询相关来来调整调整因子。 基于调整因子(例如,调整因子和相关性得分的乘积)来计算相关性得分。
    • 3. 发明申请
    • Systems and methods for automatically generating cookies
    • 自动生成Cookie的系统和方法
    • US20050240599A1
    • 2005-10-27
    • US11168802
    • 2005-06-28
    • Stephan SearsSarah Moussa
    • Stephan SearsSarah Moussa
    • G06F17/30
    • G06F17/30867
    • A “cookie” is a set of information, such as user information and preferences, used by web sites to customize information for a user. A number of web sites register with a “cookie server” and provide the server with information regarding what data fields are expected in cookies submitted from clients to the web site. When a client subsequently browses to that web site, the client first checks with the cookie server for any expected cookies. The cookie server uses the cookie requirement information for that web site, along with user specific information, to generate one or more cookies. The cookie server then transmits the one or more cookies to the client. The client then transmits the one or more cookies to the web site so that the web site may provide a customized web page.
    • “cookie”是由网站用于为用户定制信息的一组信息,例如用户信息和偏好。 许多网站使用“cookie服务器”注册,并向服务器提供有关从客户端提交到网站的Cookie中预期的数据字段的信息。 当客户端随后浏览该网站时,客户端首先检查Cookie服务器是否有任何预期的Cookie。 Cookie服务器使用该网站的Cookie要求信息以及用户特定信息来生成一个或多个Cookie。 然后,cookie服务器将一个或多个cookie发送给客户端。 然后,客户端将一个或多个cookie发送到网站,使得网站可以提供定制的网页。
    • 4. 发明申请
    • Systems and methods for automatically generating cookies
    • 自动生成Cookie的系统和方法
    • US20050044176A1
    • 2005-02-24
    • US10948379
    • 2004-09-23
    • Stephan SearsSarah Moussa
    • Stephan SearsSarah Moussa
    • G06F17/30G06F15/16
    • G06F17/30867
    • A server uses cookie requirement information obtained from a web site, along with user specific information, to generate one or more cookies that are stored at the server and that can be used to generate customized web documents from the web site. The cookie server provides the cookies to the client which transmits the cookies to the web site to obtain the customized web document, which is customized according to the user information. The server also updates the stored cookies collectively, in response to receiving updated user information, such that the one or more web sites that are customized with the cookies are be customized according to the updated user information.
    • 服务器使用从网站获取的Cookie要求信息以及用户特定信息来生成存储在服务器上的一个或多个Cookie,并可用于从网站生成定制的Web文档。 Cookie服务器向客户端提供Cookie,将Cookie发送到网站,以获取根据用户信息定制的自定义Web文档。 响应于接收到更新的用户信息,服务器还一起更新存储的cookie,使得根据更新的用户信息来定制用于定制的一个或多个网站。
    • 6. 发明授权
    • Query image search
    • 查询图像搜索
    • US09053115B1
    • 2015-06-09
    • US13592850
    • 2012-08-23
    • Charles J. RosenbergJingbin WangSarah MoussaErik Murphy-ChutorianAndrea FromeYoram SingerRadhika Malpani
    • Charles J. RosenbergJingbin WangSarah MoussaErik Murphy-ChutorianAndrea FromeYoram SingerRadhika Malpani
    • G06F17/30
    • G06F17/301G06F17/30247G06F17/30268
    • Methods, systems and apparatus for identifying result images for a query image. One or more labels that are associated with the query image are obtained. Candidate images matching the query labels are identified. Visual similarity scores are generated for the candidate images. Each visual similarity score represents the visual similarity of a respective candidate image to the query image. Relevance scores are generated for each of the candidate images based on the visual similarity scores. Each relevance score represents a measure of relevance of the respective candidate images to the query image. The candidate images are ranked based on the relevance scores, a highest ranking subset of the candidate images being identified as result images and referenced by image search results. The result images can be candidate images that satisfy a similarity condition relative to the query image and other result images.
    • 用于识别查询图像的结果图像的方法,系统和装置。 获得与查询图像相关联的一个或多个标签。 识别符合查询标签的候选图像。 为候选图像生成视觉相似性分数。 每个视觉相似性分数表示相应候选图像与查询图像的视觉相似度。 基于视觉相似性得分,针对每个候选图像生成相关性分数。 每个相关性分数表示各个候选图像与查询图像的相关度的度量。 候选图像基于相关性分数进行排序,候选图像的最高排名子集被识别为结果图像并且由图像搜索结果引用。 结果图像可以是满足相对于查询图像和其他结果图像的相似性条件的候选图像。