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公开(公告)号：US08312273B2
公开(公告)日：2012-11-13
申请号：US12575260
申请日：2009-10-07
申请人： Nir Nice , Melissa W. Dunn , Eric Picard , Amit Shaked , Eric Don Van Valkenburg , Alexander George Gounares , Friedman Arie , Sefy Ophir , Boaz Feldbaum , Vu A. Ha , Teresa B. Mah , Darrell Jay Cannon , Michael Joseph Toutonghi , Uri Barash , Cynthia Dwork , Ying Li
发明人： Nir Nice , Melissa W. Dunn , Eric Picard , Amit Shaked , Eric Don Van Valkenburg , Alexander George Gounares , Friedman Arie , Sefy Ophir , Boaz Feldbaum , Vu A. Ha , Teresa B. Mah , Darrell Jay Cannon , Michael Joseph Toutonghi , Uri Barash , Cynthia Dwork , Ying Li
IPC分类号： H04L9/32
CPC分类号： G06Q30/02 , G06F21/6263
摘要： Methods, systems, and computer-readable media for facilitating personalization of web content is provided, while protecting the privacy of the user data utilized to personalize the user's experience. A privacy vault may collect user data including user activity data, demographic data, and user interests submitted by a user. In one embodiment, the privacy vault operates on a user client device. The privacy vault sends the user data to a community vault that collects user data from multiple users. The community vault generates segment rules that whether a user belongs to a user segment, which expresses a user's interest. The segment rules are then communicated back to the privacy vault, which assigns one or more user segments to the user based on the user data available to the privacy vault and the segment rules. The privacy vault may communicate user segments to one or more content providers that supply personalized content that is selected based on the user segments provided.
摘要翻译： 提供了用于促进web内容的个性化的方法，系统和计算机可读介质，同时保护用于个性化用户体验的用户数据的隐私。 隐私保险库可以收集用户数据，包括用户活动数据，人口统计数据和用户提交的用户兴趣。 在一个实施例中，隐私保险库在用户客户端设备上运行。 隐私保护库将用户数据发送到从多个用户收集用户数据的社区保管库。 社区保管库会生成段规则，用户是否属于用户区段，表示用户的兴趣。 然后，段规则被传送回隐私保险库，隐私保险库基于隐私保险库和段规则可用的用户数据将一个或多个用户段分配给用户。 隐私保险库可以将用户段传达给提供基于所提供的用户段选择的个性化内容的一个或多个内容提供者。
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公开(公告)号：US20110083013A1
公开(公告)日：2011-04-07
申请号：US12575260
申请日：2009-10-07
申请人： Nir Nice , Melissa W. Dunn , Eric Picard , Amit Shaked , Eric Don Van Valkenburg , Alexander George Gounares , Friedman Arie , Sefy Ophir , Boaz Feldbaum , Vu A. Ha , Teresa Mah , Darrell Jay Cannon , Michael Joseph Toutonghi , Uri Barash , Cynthia Dwork , Ying Li
发明人： Nir Nice , Melissa W. Dunn , Eric Picard , Amit Shaked , Eric Don Van Valkenburg , Alexander George Gounares , Friedman Arie , Sefy Ophir , Boaz Feldbaum , Vu A. Ha , Teresa Mah , Darrell Jay Cannon , Michael Joseph Toutonghi , Uri Barash , Cynthia Dwork , Ying Li
CPC分类号： G06Q30/02 , G06F21/6263
摘要： Methods, systems, and computer-readable media for facilitating personalization of web content is provided, while protecting the privacy of the user data utilized to personalize the user's experience. A privacy vault may collect user data including user activity data, demographic data, and user interests submitted by a user. In one embodiment, the privacy vault operates on a user client device. The privacy vault sends the user data to a community vault that collects user data from multiple users. The community vault generates segment rules that whether a user belongs to a user segment, which expresses a user's interest. The segment rules are then communicated back to the privacy vault, which assigns one or more user segments to the user based on the user data available to the privacy vault and the segment rules. The privacy vault may communicate user segments to one or more content providers that supply personalized content that is selected based on the user segments provided.
摘要翻译： 提供了用于促进web内容的个性化的方法，系统和计算机可读介质，同时保护用于个性化用户体验的用户数据的隐私。 隐私保险库可以收集用户数据，包括用户活动数据，人口统计数据和用户提交的用户兴趣。 在一个实施例中，隐私保险库在用户客户端设备上运行。 隐私保护库将用户数据发送到从多个用户收集用户数据的社区保管库。 社区保管库会生成段规则，用户是否属于用户区段，表示用户的兴趣。 然后，段规则被传送回隐私保险库，隐私保险库基于隐私保险库和段规则可用的用户数据将一个或多个用户段分配给用户。 隐私保险库可以将用户段传达给提供基于所提供的用户段选择的个性化内容的一个或多个内容提供者。
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公开(公告)号：US20110246484A1
公开(公告)日：2011-10-06
申请号：US12752155
申请日：2010-04-01
申请人： Susan T. Dumais , Stefan David Weitz , Alexander George Gounares , David James Gemmell , Paul Yiu
发明人： Susan T. Dumais , Stefan David Weitz , Alexander George Gounares , David James Gemmell , Paul Yiu
CPC分类号： G06F17/30867
摘要： Concepts and technologies are described herein for authority ranking for real time and social search. An authority index configured to store data relating to sources is generated. Data relating to the sources, including an authority value, are generated and stored at the authority index. The authority value may be defined as a function of source, topic, and point of view (“POV”), as well as other data, if desired, and may be determined based upon one or more ranking functions. The ranking functions are determined, and data corresponding to the ranking functions is obtained. Each of the ranking functions may be weighted according to a weighting function, a confidence value or interval, one or more time functions, and/or other methods. The obtained authority value may be used for affecting ranking of search results or for other purposes.
摘要翻译： 这里描述的概念和技术用于实时和社会搜索的权限排名。 生成用于存储与源相关的数据的权限索引。 与源相关的数据（包括权限值）生成并存储在权限索引中。 如果需要，权限值可以被定义为源，主题和观点（“POV”）的函数以及其他数据，并且可以基于一个或多个排序函数来确定。 确定排序函数，并且获得与排序函数对应的数据。 可以根据加权函数，置信度值或间隔，一个或多个时间函数和/或其他方法来对每个排序函数进行加权。 获得的权限值可以用于影响搜索结果的排名或用于其他目的。
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公开(公告)号：US20110313968A1
公开(公告)日：2011-12-22
申请号：US12820146
申请日：2010-06-22
IPC分类号： G06N5/02
CPC分类号： G06F17/30241 , G06F17/30312
摘要： Concepts and technologies are described herein for hyperlocal smoothing. The hyperlocal smoothing solutions described herein provide a smooth view of data and events across hyperlocal geographic areas by combining sparse data available with inferred or extrapolated data. Additionally, the hyperlocal smoothing solutions described herein make use of contextual analysis to interpret service requests in a manner appropriate for a targeted hyperlocal area. Thus, the smooth view of data can be queried in a contextually sensitive manner to return relevant information for a hyperlocal geographic area, even in circumstances wherein data relevant to the hyperlocal geographic area is sparse or even non-existent.
摘要翻译： 这里描述了用于超局部平滑的概念和技术。 本文描述的超局部平滑解决方案通过组合可用推断或外推数据的稀疏数据来提供横跨跨局部地理区域的数据和事件的平滑视图。 此外，本文描述的超局部平滑解决方案利用上下文分析以适合于目标超局部区域的方式来解释服务请求。 因此，即使在与本地地理区域相关的数据稀疏甚至不存在的情况下，可以以上下文敏感的方式查询数据的平滑视图以返回超局域地理区域的相关信息。
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公开(公告)号：US20110246456A1
公开(公告)日：2011-10-06
申请号：US12752149
申请日：2010-04-01
IPC分类号： G06F17/30
CPC分类号： G06F17/30864
摘要： Concepts and technologies are described herein for dynamically reranking search results based upon source authority. A search query is received and analyzed. One or more topics are identified in the search query. An authority index is searched to identify authoritative sources for content relating to the identified topic(s). Promoted results corresponding to content generated by the authoritative sources relating to the identified topics are obtained. The promoted results can be presented to an entity requesting the search, or injected into search results. Contribution dimensions associated with the promoted results can be determined, and filters based upon the contribution dimensions can be generated and used by an entity to dynamically manipulate the search results.
摘要翻译： 本文描述了基于源权限动态地重新排列搜索结果的概念和技术。 接收并分析搜索查询。 在搜索查询中标识一个或多个主题。 搜索权限索引以识别与所识别的主题相关的内容的权威来源。 获得对应于与所识别的主题相关的权威来源产生的内容的推荐结果。 推广结果可以呈现给请求搜索的实体，或者注入到搜索结果中。 可以确定与推广结果相关联的贡献维度，并且可以由实体生成和使用基于贡献维度的过滤器来动态地操纵搜索结果。
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公开(公告)号：US08775437B2
公开(公告)日：2014-07-08
申请号：US12752149
申请日：2010-04-01
IPC分类号： G06F7/00
CPC分类号： G06F17/30864
摘要： Concepts and technologies are described herein for dynamically reranking search results based upon source authority. A search query is received and analyzed. One or more topics are identified in the search query. An authority index is searched to identify authoritative sources for content relating to the identified topic(s). Promoted results corresponding to content generated by the authoritative sources relating to the identified topics are obtained. The promoted results can be presented to an entity requesting the search, or injected into search results. Contribution dimensions associated with the promoted results can be determined, and filters based upon the contribution dimensions can be generated and used by an entity to dynamically manipulate the search results.
摘要翻译： 本文描述了基于源权限动态地重新排列搜索结果的概念和技术。 接收并分析搜索查询。 在搜索查询中标识一个或多个主题。 搜索权限索引以识别与所识别的主题相关的内容的权威来源。 获得对应于与所识别的主题相关的权威来源产生的内容的推荐结果。 推广结果可以呈现给请求搜索的实体，或者注入到搜索结果中。 可以确定与推广结果相关联的贡献维度，并且可以由实体生成和使用基于贡献维度的过滤器来动态地操纵搜索结果。
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7.发明授权System and method for authority value obtained by defining ranking functions related to weight and confidence value 有权通过定义与权重和置信度值相关的排序函数获得的权限值的系统和方法公开(公告)号：US08260789B2
公开(公告)日：2012-09-04
申请号：US12752155
申请日：2010-04-01
申请人： Susan T. Dumais , Stefan David Weitz , Alexander George Gounares , David James Gemmell , Paul Yiu
发明人： Susan T. Dumais , Stefan David Weitz , Alexander George Gounares , David James Gemmell , Paul Yiu
IPC分类号： G06F17/30
CPC分类号： G06F17/30867
摘要： Concepts and technologies are described herein for authority ranking for real time and social search. An authority index configured to store data relating to sources is generated. Data relating to the sources, including an authority value, are generated and stored at the authority index. The authority value may be defined as a function of source, topic, and point of view (“POV”), as well as other data, if desired, and may be determined based upon one or more ranking functions. The ranking functions are determined, and data corresponding to the ranking functions is obtained. Each of the ranking functions may be weighted according to a weighting function, a confidence value or interval, one or more time functions, and/or other methods. The obtained authority value may be used for affecting ranking of search results or for other purposes.
摘要翻译： 这里描述的概念和技术用于实时和社会搜索的权限排名。 生成用于存储与源相关的数据的权限索引。 与源相关的数据（包括权限值）生成并存储在权限索引中。 如果需要，权限值可以被定义为源，主题和观点（“POV”）的函数以及其他数据，并且可以基于一个或多个排序函数来确定。 确定排序函数，并且获得与排序函数对应的数据。 可以根据加权函数，置信度值或间隔，一个或多个时间函数和/或其他方法来对每个排序函数进行加权。 获得的权限值可以用于影响搜索结果的排名或用于其他目的。
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公开(公告)号：US08788447B2
公开(公告)日：2014-07-22
申请号：US12820146
申请日：2010-06-22
IPC分类号： G06F9/44
CPC分类号： G06F17/30241 , G06F17/30312
摘要： Concepts and technologies are described herein for hyperlocal smoothing. The hyperlocal smoothing solutions described herein provide a smooth view of data and events across hyperlocal geographic areas by combining sparse data available with inferred or extrapolated data. Additionally, the hyperlocal smoothing solutions described herein make use of contextual analysis to interpret service requests in a manner appropriate for a targeted hyperlocal area. Thus, the smooth view of data can be queried in a contextually sensitive manner to return relevant information for a hyperlocal geographic area, even in circumstances wherein data relevant to the hyperlocal geographic area is sparse or even non-existent.
摘要翻译： 这里描述了用于超局部平滑的概念和技术。 本文描述的超局部平滑解决方案通过组合可用推断或外推数据的稀疏数据来提供横跨跨局部地理区域的数据和事件的平滑视图。 此外，本文描述的超局部平滑解决方案利用上下文分析以适合于目标超局部区域的方式来解释服务请求。 因此，即使在与本地地理区域相关的数据稀疏甚至不存在的情况下，可以以上下文敏感的方式查询数据的平滑视图以返回超局域地理区域的相关信息。
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