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1. 发明授权

US08626835B1 Social identity clustering 有权
标题翻译：社会认同聚类
公开(公告)号：US08626835B1
公开(公告)日：2014-01-07
申请号：US12909822
申请日：2010-10-21
申请人： Zoltan I. Gyongyi , Maureen Heymans , Mikhail Lopyrev , Hein Roehrig
发明人： Zoltan I. Gyongyi , Maureen Heymans , Mikhail Lopyrev , Hein Roehrig
IPC分类号： G06F15/16
CPC分类号： G06F17/30598 , G06Q10/10 , G06Q50/01
摘要： Methods, systems, and apparatus, including computer programs encoded on computer storage media, for social identity clustering. In one aspect, a method includes receiving a connection graph representing public social data, where the nodes represent social identities and each edge is either a “me” edge between identities claimed to belong to the same person or a “friend” edge between identities claimed to belong to different identities. The method further includes converting the graph to a cluster graph in which each node initially corresponds to a single node of the connection graph. The method further includes updating the cluster graph by iteratively merging cluster nodes based on an analysis of the weight of the “me” edges connecting them, and then replacing the merged cluster nodes within the graph with a new cluster node containing the merged cluster nodes, where the edges of the new cluster node are the aggregated edges of the merged cluster nodes.
摘要翻译：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，用于社会身份聚类。一方面，一种方法包括接收表示公共社交数据的连接图，其中节点表示社会身份，并且每个边缘是要求属于同一个人的身份之间的“我”边缘或被要求的身份之间的“朋友”边缘属于不同的身份。该方法还包括将图转换成其中每个节点最初对应于连接图的单个节点的聚类图。该方法还包括通过基于连接它们的“我”边的权重的分析迭代地合并集群节点来更新聚类图，然后用包含合并的集群节点的新的集群节点替换图中的合并集群节点，其中新集群节点的边缘是合并的集群节点的聚合边缘。

2. 发明授权

US08560605B1 Social affinity on the web 有权
标题翻译：网络上的社交关系
公开(公告)号：US08560605B1
公开(公告)日：2013-10-15
申请号：US12909826
申请日：2010-10-21
申请人： Zoltan I. Gyongyi
发明人： Zoltan I. Gyongyi
IPC分类号： G06F15/16
CPC分类号： G06F17/30861 , G06Q50/01
摘要： Methods, systems, and apparatus, including computer programs encoded on computer storage devices, for determining social affinities from public data. In one aspect, a method computes numeric affinity scores or weights between pairs of network identities, e.g., identities made public by users of social web sites on the Internet, where the pairs of identities appear to represent pairs of individual people, using explicit and inferred social connections obtained from public user data on the Internet. Some of the system and methods explore all social connections (paths) between any given pair of vertices X and Y in the weighted graph data structure of such social connections and aggregates information about their number and relative strength to produce the affinity score from X to Y.
摘要翻译：方法，系统和装置，包括在计算机存储设备上编码的计算机程序，用于从公共数据确定社会亲和度。在一个方面，一种方法计算数字亲和度分数或网络身份对之间的权重，例如由互联网上的社交网站的用户公开的身份，其中身份的身份似乎表示个人对，使用显式和推断从互联网上的公共用户数据获得的社交关系。一些系统和方法探索了这种社会关系的加权图数据结构中任何给定的顶点X和Y之间的所有社会关系（路径），并且聚集关于它们的数量和相对强度的信息以产生从X到Y的亲和度分数。

3. 发明授权

US09092529B1 Social search endorsements 有权
标题翻译：社会搜索认可
公开(公告)号：US09092529B1
公开(公告)日：2015-07-28
申请号：US13294376
申请日：2011-11-11
申请人： Zoltan I. Gyongyi , Matthew E. Kulick , Mikhail Lopyrev , Viswanath Subramanian
发明人： Zoltan I. Gyongyi , Matthew E. Kulick , Mikhail Lopyrev , Viswanath Subramanian
IPC分类号： G06F17/30
CPC分类号： G06F17/30554 , G06F17/30867
摘要： This specification describes technologies relating to searching. In general, aspects of the subject matter described in this specification can be embodied in methods that include the actions of receiving, at a computing device, a search query from a user, receiving, at the computing device, search results responsive to the search query, the search results each associated with digital content stored in one or more computer-readable storage media, determining that a first search result of the search results is associated with a first endorsement generated by a first user, determining that the first user is a member of a social graph of the user, and transmitting instructions to display the search results to the user, the instructions including instructions to display a first endorsement annotation associated with the first search result.
摘要翻译：本规范描述与搜索有关的技术。通常，本说明书中描述的主题的方面可以体现在包括在计算设备处接收来自用户的搜索查询的动作的方法中，在计算设备处接收响应于搜索查询的搜索结果，每个与存储在一个或多个计算机可读存储介质中的数字内容相关联的搜索结果，确定搜索结果的第一搜索结果与由第一用户生成的第一签注相关联，确定第一用户是成员的用户的社交图表，以及发送用于向用户显示搜索结果的指令，所述指令包括显示与第一搜索结果相关联的第一认可注释的指令。

4. 发明授权

US08965883B2 Ranking user generated web content 有权
标题翻译：排名用户生成的网页内容
公开(公告)号：US08965883B2
公开(公告)日：2015-02-24
申请号：US13504378
申请日：2009-10-29
申请人： Xiance Si , Jian Gong Deng , Huacheng Ke , Dong Zhang , Zoltan I. Gyongyi , Edward Y. Chang
发明人： Xiance Si , Jian Gong Deng , Huacheng Ke , Dong Zhang , Zoltan I. Gyongyi , Edward Y. Chang
IPC分类号： G06F7/00 , G06F17/30 , G06Q30/02 , G06F13/14
CPC分类号： G06F17/30864 , G06Q30/02
摘要： Methods, systems, and apparatus, including computer programs encoded on computer storage media, for analyzing quality of user-generated content involve identifying interactions between users through an electronic network and assigning a weighting factor to each interaction representing a quality of the interaction. A user credential score is generated for each user based on the weighting factors for each interaction. The user credential scores are stored in association with a user identifier on a computer-readable storage device.
摘要翻译：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，用于分析用户生成的内容的质量，涉及通过电子网络识别用户之间的交互，并为代表交互质量的每个交互分配加权因子。基于每个交互的加权因子，为每个用户生成用户凭证分数。用户凭证分数与计算机可读存储设备上的用户标识符相关联地存储。

5. 发明申请

US20120215773A1 RANKING USER GENERATED WEB CONTENT 有权
标题翻译：排名用户生成的WEB内容
公开(公告)号：US20120215773A1
公开(公告)日：2012-08-23
申请号：US13504378
申请日：2009-10-29
申请人： Xiance Si , Jian Gong Deng , Huacheng Ke , Dong Zhang , Zoltan I. Gyongyi , Edward Y. Chang
发明人： Xiance Si , Jian Gong Deng , Huacheng Ke , Dong Zhang , Zoltan I. Gyongyi , Edward Y. Chang
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , G06Q30/02
摘要： Methods, systems, and apparatus, including computer programs encoded on computer storage media, for analyzing quality of user-generated content involve identifying interactions between users through an electronic network and assigning a weighting factor to each interaction representing a quality of the interaction. A user credential score is generated for each user based on the weighting factors for each interaction. The user credential scores are stored in association with a user identifier on a computer-readable storage device.
摘要翻译：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，用于分析用户生成的内容的质量，涉及通过电子网络识别用户之间的交互，并为代表交互质量的每个交互分配加权因子。基于每个交互的加权因子，为每个用户生成用户凭证分数。用户凭证分数与计算机可读存储设备上的用户标识符相关联地存储。

6. 发明授权

US09477720B1 Social search endorsements 有权
公开(公告)号：US09477720B1
公开(公告)日：2016-10-25
申请号：US13620796
申请日：2012-09-15
申请人： Zoltan I. Gyongyi , Matthew E. Kulick , Mikhail Lopyrev , Viswanath Subramanian
发明人： Zoltan I. Gyongyi , Matthew E. Kulick , Mikhail Lopyrev , Viswanath Subramanian
IPC分类号： G06F17/30
CPC分类号： G06F17/30554 , G06F17/30867
摘要： This specification describes technologies relating to searching. In general, aspects of the subject matter described in this specification can be embodied in methods that include the actions of receiving, at a computing device, a search query from a user, receiving, at the computing device, search results responsive to the search query, the search results each associated with digital content stored in one or more computer-readable storage media, determining that a first search result of the search results is associated with a first endorsement generated by a first user, determining that the first user is a member of a social graph of the user, and transmitting instructions to display the search results to the user, the instructions including instructions to display a first endorsement annotation associated with the first search result.

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