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公开(公告)号：US20100312644A1
公开(公告)日：2010-12-09
申请号：US12477914
申请日：2009-06-04
申请人： Christian Herwarth Borgs , Danah Michele Body , Jennifer Tour Chayes , Adam Tauman Kalai , Moshe Tennenholtz
发明人： Christian Herwarth Borgs , Danah Michele Body , Jennifer Tour Chayes , Adam Tauman Kalai , Moshe Tennenholtz
CPC分类号： G06Q30/0257 , G06N3/02 , G06N5/022 , G06N7/005 , G06N20/10 , G06Q10/10 , G06Q30/02 , G06Q30/0282 , G06Q50/01
摘要： Described herein are various techniques for automatically generating recommendations for a user based upon a social network of the user. A user can request a recommendation for a particular context, and a social network of the user can be automatically pared to create a subnetwork, wherein individuals in the subnetwork have provided ratings for the particular context and/or contexts that are in some way related to the particular context. The knowledge/ratings of individuals in the subnetwork may then be leveraged to automatically generate the recommendation for the particular context.
摘要翻译： 这里描述了用于基于用户的社交网络自动地为用户生成推荐的各种技术。 用户可以请求针对特定上下文的推荐，并且可以自动地减去用户的社交网络以创建子网络，其中子网络中的个人已经以与某些方式相关的特定上下文和/或上下文提供了评级 特定的上下文。 然后可以利用子网中的个人的知识/评级来自动地为特定上下文生成推荐。
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公开(公告)号：US07991841B2
公开(公告)日：2011-08-02
申请号：US12110625
申请日：2008-04-28
申请人： Reid M. Anderson , Christian Herwarth Borgs , Jennifer Tour Chayes , Uriel Mordechai Feige , Abraham Flaxman , Adam Tauman Kalai , Seyed Vahab Mirrokni , Moshe Tennenholtz
发明人： Reid M. Anderson , Christian Herwarth Borgs , Jennifer Tour Chayes , Uriel Mordechai Feige , Abraham Flaxman , Adam Tauman Kalai , Seyed Vahab Mirrokni , Moshe Tennenholtz
IPC分类号： G06F15/16
CPC分类号： G06Q30/02
摘要： Systems and methods that analyze aggregated item evaluation behavior of users, to suggest a recommendation for the item. An analysis component forms a collective opinion by taking as input votes of users and trusted relationships established therebetween, to output an evaluation and/or recommendation for the item. Accordingly, within a linked structure of nodes, personalized recommendations to users (e.g., agents) are supplied about an item(s) based upon the opinions/reviews of other users, and in conjunction with the declared trust between the users.
摘要翻译： 分析用户聚合项目评估行为的系统和方法，为项目建议。 分析部分通过以用户的投票方式和在其间建立的信任关系作为投票来形成集体意见，以输出对该项目的评估和/或推荐。 因此，在节点的链接结构中，基于对其他用户的意见/评论，并结合用户之间声明的信任，向用户（例如，代理）提供个性化的建议关于一个或多个项目。
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公开(公告)号：US20090112989A1
公开(公告)日：2009-04-30
申请号：US12110625
申请日：2008-04-28
申请人： Reid M. Anderson , Christian Herwarth Borgs , Jennifer Tour Chayes , Uriel Mordechai Feige , Abraham Flaxman , Adam Tauman Kalai , Seyed Vahab Mirrokni , Moshe Tennenholtz
发明人： Reid M. Anderson , Christian Herwarth Borgs , Jennifer Tour Chayes , Uriel Mordechai Feige , Abraham Flaxman , Adam Tauman Kalai , Seyed Vahab Mirrokni , Moshe Tennenholtz
CPC分类号： G06Q30/02
摘要： Systems and methods that analyze aggregated item evaluation behavior of users, to suggest a recommendation for the item. An analysis component forms a collective opinion by taking as input votes of users and trusted relationships established therebetween, to output an evaluation and/or recommendation for the item. Accordingly, within a linked structure of nodes, personalized recommendations to users (e.g., agents) are supplied about an item(s) based upon the opinions/reviews of other users, and in conjunction with the declared trust between the users.
摘要翻译： 分析用户聚合项目评估行为的系统和方法，为项目建议。 分析部分通过以用户的投票方式和在其间建立的信任关系作为投票来形成集体意见，以输出对该项目的评估和/或推荐。 因此，在节点的链接结构中，基于对其他用户的意见/评论，并结合用户之间声明的信任，向用户（例如，代理）提供个性化的建议关于一个或多个项目。
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4.发明申请Efficient Electronic Document Ranking For Internet Resources in Sub-linear Time 审中-公开用于亚线性时间的Internet资源的高效电子文档排名公开(公告)号：US20130226934A1
公开(公告)日：2013-08-29
申请号：US13405419
申请日：2012-02-27
CPC分类号： G06Q30/02 , G06F16/951
摘要： The subject disclosure is directed towards ranking electronic documents in sub-linear time complexity. An advertising provider may perform such a ranking in order to identify one or more electronic document to advertise a product or service. A ranking mechanism may execute a number of random walks around the Internet by navigating the electronic documents via embedded links from a starting document and an ending document that are within a pre-determined distance. After finishing the random walks, an estimate of rank contribution information associated with each electronic document is provided. The estimated rank contribution information is used to determine an exposure level with respect to a network for one or more of the electronic documents. The exposure value of an example electronic document may correspond to a ranking value that may be computed using a sample of the rank contribution information related to that document.
摘要翻译： 该主题公开涉及以亚线性时间复杂度排列电子文档。 广告提供者可以执行这样的排名，以便识别一个或多个电子文档来宣传产品或服务。 排序机制可以通过经由来自起始文档和预定距离内的结束文档的嵌入式链接导航电子文档来执行互联网周围的多个随机游走。 在完成随机散步之后，提供与每个电子文档相关联的排名贡献信息的估计。 估计的等级分配信息用于确定关于一个或多个电子文档的网络的曝光水平。 示例电子文档的曝光值可以对应于可以使用与该文档相关的等级提供信息的样本来计算的排名值。
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公开(公告)号：US20090222322A1
公开(公告)日：2009-09-03
申请号：US12163247
申请日：2008-06-27
申请人： Reid Marlow Andersen , Christian Herwarth Borgs , Jennifer Tour Chayes , Kamal Jain , Seyed Vahab Mirrokni
发明人： Reid Marlow Andersen , Christian Herwarth Borgs , Jennifer Tour Chayes , Kamal Jain , Seyed Vahab Mirrokni
IPC分类号： G06F17/30
CPC分类号： G06Q30/02 , G06Q10/10 , G06Q30/0201 , G06Q30/0207 , G06Q50/01
摘要： A system and/or methodology that exploits user interaction within a social network in order to derive profits. The invention provides for increased flow of money through a social network, and simultaneously allows advertisers and merchants to focus their advertising spending within the social network. Additionally, the invention provides for quantitative measurement of the effects of relational proximity marketing /advertising (RPM), and creates incentives for users to purchase goods through the social network.
摘要翻译： 利用社交网络中的用户交互以获得利润的系统和/或方法。 本发明提供了通过社交网络增加资金流动，并且同时允许广告商和商家将他们的广告支出集中在社交网络内。 此外，本发明提供了关系邻近营销/广告（RPM）的影响的定量测量，并且为用户通过社交网络购买商品创造了激励。
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公开(公告)号：US08010482B2
公开(公告)日：2011-08-30
申请号：US12041474
申请日：2008-03-03
申请人： Reid Marlow Andersen , Christian Herwarth Borgs , Jennifer Tour Chayes , John E Hopcroft , Kamal Jain , Seyed Vahab Mirrokni , Amit Prakash , Shang-Hua Teng
发明人： Reid Marlow Andersen , Christian Herwarth Borgs , Jennifer Tour Chayes , John E Hopcroft , Kamal Jain , Seyed Vahab Mirrokni , Amit Prakash , Shang-Hua Teng
CPC分类号： G06F17/30864
摘要： The claimed subject matter provides a system and/or a method that facilitates reducing spam in search results. An interface can obtain web graph information that represents a web of pages. A spam detection component can determines one or more features based at least in part on the web graph information. The one or more features can provide indications that a particular page of the web graph is spam. In addition, a robust rank component is provided that limits amount of contribution a single page can provide to the target page.
摘要翻译： 所要求保护的主题提供了有助于减少搜索结果中的垃圾邮件的系统和/或方法。 一个界面可以获得代表网页的网页图形信息。 垃圾邮件检测组件可以至少部分地基于web图形信息来确定一个或多个特征。 一个或多个特征可以提供指示网页图形的特定页面是垃圾邮件。 另外，提供了一个强大的等级组件，可以限制单个页面可以提供给目标页面的贡献量。
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公开(公告)号：US07647215B2
公开(公告)日：2010-01-12
申请号：US11608737
申请日：2006-12-08
IPC分类号： G06F17/10
CPC分类号： G06K9/6296 , G06F17/10 , G06F17/5009 , G06F2217/10
摘要： Systems and methods for generating models of directed scale-free object relationships are described. In one aspect, a sequence of random numbers is generated. Individual ones of these random numbers are then selected over time to generate the directed scale-free object relationships as a graph based on sequences of in-degrees and out-degrees.
摘要翻译： 描述了用于生成有向无量纲对象关系的模型的系统和方法。 一方面，生成随机数序列。 然后随着时间的推移选择这些随机数中的个体，以基于度数和外向度的顺序生成作为图形的无向无比对象关系。
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公开(公告)号：US20090030916A1
公开(公告)日：2009-01-29
申请号：US12124239
申请日：2008-05-21
申请人： Reid Marlow Andersen , Christian Herwarth Borgs , Jennifer Tour Chayes , Krishna C. Gade , John E. Hopcroft , Vahab Mirrokni , Shang-Hua Teng
发明人： Reid Marlow Andersen , Christian Herwarth Borgs , Jennifer Tour Chayes , Krishna C. Gade , John E. Hopcroft , Vahab Mirrokni , Shang-Hua Teng
IPC分类号： G06F17/30
CPC分类号： G06F17/30864
摘要： The claimed subject matter relates to an architecture that can identify, store, and/or output local contributions to a rank of a vertex in a directed graph. The architecture can receive a directed graph and a parameter, and examine a local subset of vertices (e.g., local to a given vertex) in order to determine a local supporting set. The local supporting set can include a local set of vertices that each contributes a minimum fraction of the parameter to a rank of the vertex. The local supporting set can be the basis for an estimate of the supporting set and/or rank of the vertex for the entire graph and can be employed as a means for detecting link or web spam as well as other influence-based social network applications.
摘要翻译： 所要求保护的主题涉及可以识别，存储和/或输出有向图中的顶点等级的局部贡献的架构。 架构可以接收有向图和参数，并检查顶点的局部子集（例如，给定顶点的局部），以便确定本地支持集。 本地支持集可以包括一组局部顶点，每个顶点将参数的最小部分贡献给顶点的等级。 本地支持集可以作为对整个图的顶点的支持集和/或等级的估计的基础，并且可以用作检测链接或网络垃圾邮件以及其他基于影响的社交网络应用的手段。
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公开(公告)号：US20080301055A1
公开(公告)日：2008-12-04
申请号：US11755987
申请日：2007-05-31
申请人： Christian Herwarth Borgs , Jennifer Tour Chayes , Nicole S. Immorlica , Kamal Jain , Vahab Mirrokni
发明人： Christian Herwarth Borgs , Jennifer Tour Chayes , Nicole S. Immorlica , Kamal Jain , Vahab Mirrokni
CPC分类号： G06Q20/02 , G06Q20/356 , G06Q20/382 , G06Q20/40 , G06Q30/06 , G06Q30/0601
摘要： The claimed subject matter provides a unified platform system and/or a method that facilitates optimizing an online transaction. The unified platform system can include a secured transaction component that can secure a portion of transactional data related to an online transaction between at least one buyer and at least one merchant utilizing a secure transaction technique. The unified platform system can include a reputation assessment component that can receive a portion of reputation data related to at least one of the buyer or the merchant based at least in part upon verifying completion of the online transaction between such buyer and merchant. The unified platform system can publish the portion of reputation data coupled with a portion of non-private transactional data to provide context for the reputation data.
摘要翻译： 所要求保护的主题提供了有利于优化在线交易的统一平台系统和/或方法。 统一平台系统可以包括安全交易组件，其可以利用安全交易技术来确保在至少一个买方和至少一个商家之间的在线交易相关的一部分事务数据。 统一平台系统可以包括信誉评估组件，其至少部分地基于验证在这种买方和商家之间的在线交易的完成来接收与至少一个买方或商家相关的一部分信誉数据。 统一的平台系统可以发布与非私有事务数据的一部分相结合的信誉数据部分，为信誉数据提供上下文。
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公开(公告)号：US08438189B2
公开(公告)日：2013-05-07
申请号：US12124239
申请日：2008-05-21
申请人： Reid Marlow Andersen , Christian Herwarth Borgs , Jennifer Tour Chayes , Krishna C. Gade , John E. Hopcroft , Vahab Mirrokni , Shang-Hua Teng
发明人： Reid Marlow Andersen , Christian Herwarth Borgs , Jennifer Tour Chayes , Krishna C. Gade , John E. Hopcroft , Vahab Mirrokni , Shang-Hua Teng
CPC分类号： G06F17/30864
摘要： The claimed subject matter relates to an architecture that can identify, store, and/or output local contributions to a rank of a vertex in a directed graph. The architecture can receive a directed graph and a parameter, and examine a local subset of vertices (e.g., local to a given vertex) in order to determine a local supporting set. The local supporting set can include a local set of vertices that each contributes a minimum fraction of the parameter to a rank of the vertex. The local supporting set can be the basis for an estimate of the supporting set and/or rank of the vertex for the entire graph and can be employed as a means for detecting link or web spam as well as other influence-based social network applications.
摘要翻译： 所要求保护的主题涉及可以识别，存储和/或输出有向图中的顶点等级的局部贡献的架构。 架构可以接收有向图和参数，并检查顶点的局部子集（例如，给定顶点的局部），以便确定本地支持集。 本地支持集可以包括一组局部顶点，每个顶点将参数的最小部分贡献给顶点的等级。 本地支持集可以作为对整个图的顶点的支持集和/或等级的估计的基础，并且可以用作检测链接或网络垃圾邮件以及其他基于影响的社交网络应用的手段。
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