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1. 发明申请

US20080065481A1 USER-ASSOCIATED, INTERACTIVE ADVERTISING MONETIZATION 审中-公开
标题翻译：用户相关的互动广告机制
公开(公告)号：US20080065481A1
公开(公告)日：2008-03-13
申请号：US11531374
申请日：2006-09-13
申请人： Nicole S. Immorlica , Kamal Jain , Jennifer T. Chayes , Christian H. Borgs , Mohammad Mahdian
发明人： Nicole S. Immorlica , Kamal Jain , Jennifer T. Chayes , Christian H. Borgs , Mohammad Mahdian
IPC分类号： G06Q30/00
CPC分类号： G06Q30/02 , G06Q30/0239 , G06Q30/0242 , G06Q30/0267 , G06Q30/0269 , G06Q30/0275 , G06Q30/0277
摘要： Dynamically auctioned advertisements are placed in networked platforms based on and associated with a specific user of the platform. The user can then select an advertisement to be associated with them during operation of the platform. Additionally, micro-endorsements or small payments can be made to the user based on their performance within the platform and their selected advertisement. The dynamic advertisement auctions can utilize impressions, selections, and successes to determine how much to charge the advertisers. Payments of the micro-endorsements can emanate from the advertiser charges. As players become more successful, increased micro-endorsements can occur. Additional payments can also be made for user loyalty to a particular advertiser. Demographics of the user can also be employed to determine which advertisements are more likely to appeal to the user and/or are more closely matched to an advertiser's target.
摘要翻译：动态拍卖的广告被放置在基于平台的特定用户的相关联的网络平台中。然后，用户可以在平台的操作期间选择与它们相关联的广告。此外，可以基于他们在平台内的表现及其所选择的广告，向用户提供微型认可或小额支付。动态广告拍卖可以利用展示，选择和成功来确定向广告客户收取多少费用。微型支持的付款可能来自广告客户的费用。随着玩家越来越成功，可能会出现增加的微观认可。还可以对用户对特定广告客户的忠诚度进行额外付款。还可以使用用户的人口统计学来确定哪些广告更可能吸引用户和/或更广泛地与广告主的目标匹配。

2. 发明授权

US07636678B2 Systems and methods that facilitate maximizing revenue for multi-unit auctions with private budgets 失效
标题翻译：促进利用私人预算最大化多单位拍卖收入的系统和方法
公开(公告)号：US07636678B2
公开(公告)日：2009-12-22
申请号：US11107523
申请日：2005-04-15
申请人： Amin Saberi , Christian H. Borgs , Jennifer T. Chayes , Mohammad Mahdian , Nicole S. Immorlica
发明人： Amin Saberi , Christian H. Borgs , Jennifer T. Chayes , Mohammad Mahdian , Nicole S. Immorlica
IPC分类号： G06Q40/00
CPC分类号： G06Q30/08 , G06Q40/00 , G06Q40/04
摘要： The subject invention relates to systems and methods that provide a truthful incentive-compatible mechanism for budget-constrained bidders in order to facilitate asymptotically maximizing revenue with multi-unit auctions in which individual bidders have private valuation per item (e.g., bids, offer prices, utility . . . ) and overall budgets. The systems and/or methods obtain bidder private bids and budget constraint, and separate this information into groups of bids and budgets. Each group is randomly reordered and utilized to determine a profit maximizing price as a function of the bids and budgets within that group. The groups of bids and budgets and the profit maximizing prices are utilized to allocate the auctioned items to respective bidders such that the allocation is based at least in part on the bids, budgets and prices. The systems and methods can be utilized to improve online auctioning.
摘要翻译：本发明涉及为预算约束的投标者提供真实的激励兼容机制的系统和方法，以便通过多单位拍卖促进渐近最大化收入，其中个体投标者对每个物品进行私人估价（例如，出价，报价，实用程序...）和总体预算。系统和/或方法获得投标者私人出价和预算约束，并将这些信息分为出价和预算组。每个组都随机重新排序并用于确定利润最大化价格与该组内的出价和预算的函数。投标和预算的组合以及利润最大化的价格被用于将拍卖的物品分配给各自的投标人，使得分配至少部分地基于投标，预算和价格。系统和方法可用于改进在线拍卖。

3. 发明授权

US07627515B2 Price determination for items of low demand 失效
标题翻译：低需求项目的价格确定
公开(公告)号：US07627515B2
公开(公告)日：2009-12-01
申请号：US11168161
申请日：2005-06-28
申请人： Christian H. Borgs , Jennifer T. Chayes , David M. Chickering , Uriel M. Feige , Mohammad Mahdian , Christopher A. Meek , Amin Saberi
发明人： Christian H. Borgs , Jennifer T. Chayes , David M. Chickering , Uriel M. Feige , Mohammad Mahdian , Christopher A. Meek , Amin Saberi
IPC分类号： G06Q40/00
CPC分类号： G06F17/30864 , G06Q30/02 , G06Q30/08 , G06Q40/04 , Y10S707/99933
摘要： A computer-implemented system that facilitates establishing price(s) associated with items comprises a clustering component that clusters a collection of non-identical items into one or more sets of non-identical items. A pricing component receives one or more of active bids and stored bids and simulates an auction of at least one non-identical item within one of the one or more sets of non-identical items as if the non-identical items within the set were identical to determine price(s) associated with the at least one non-identical item. For example, the items can be at least portions of search terms received by a search engine.
摘要翻译：有助于确定与物品相关联的价格的计算机实现的系统包括将不相同物品的集合聚集成一组或多组不相同物品的聚类组件。定价组件接收一个或多个活动出价和存储的投标，并且模拟一组或多组不相同项目之一内的至少一个不相同项目的拍卖，如同该集合中的不相同的项目是相同的以确定与所述至少一个不相同项目相关联的价格。例如，项目可以是搜索引擎接收的搜索项的至少一部分。

4. 发明申请

US20110252121A1 RECOMMENDATION RANKING SYSTEM WITH DISTRUST 有权
标题翻译：推荐排序系统
公开(公告)号：US20110252121A1
公开(公告)日：2011-10-13
申请号：US12755791
申请日：2010-04-07
申请人： Christian H. Borgs , Jennifer T. Chayes , Adam T. Kalai , Azarakhsh Malekian , Moshe Tennenholtz
发明人： Christian H. Borgs , Jennifer T. Chayes , Adam T. Kalai , Azarakhsh Malekian , Moshe Tennenholtz
IPC分类号： G06F15/173 , G06F17/11
CPC分类号： G06Q30/02 , G06F17/30867 , G06F21/6245 , G06Q10/10 , G06Q30/00
摘要： A recommendation ranking system that computes trust for entities based on negative expressions of trust. Negative expressions of trust are used to reduce the trust of entities. However, the system may discount entities that in the aggregate are distrusted. The system may be used with a social network to provide accurate, personalized recommendations for members of the social network. The network may be modeled as a voting network, with each member of the social network represented as a node and expressions of trust between members represented as weights on edges between nodes. Values of trust may be computed for nodes in the network and used to generate a recommendation. Opinions expressed on a topic may be weighted by trust in the node expressing the opinion. The system may be applied in other settings that can be modeled as a voting network, including ranking of Internet search results.
摘要翻译：一种基于信任负面表达式计算实体信任度的推荐排名系统。信任的负面表达被用来减少实体的信任。然而，该系统可能折扣总体上被不信任的实体。该系统可以与社交网络一起使用，以为社交网络的成员提供准确的个性化建议。网络可以被建模为投票网络，社交网络的每个成员表示为节点，并且表示为在节点之间的边缘上的权重的成员之间的信任表达。可以为网络中的节点计算信任值，并用于生成推荐。对主题表达的意见可能会通过表达意见的节点的信任来加权。该系统可以应用于可被建模为投票网络的其他设置中，包括因特网搜索结果的排名。

5. 发明授权

US07885269B2 Network analysis with Steiner trees 有权
标题翻译： Steiner树的网络分析
公开(公告)号：US07885269B2
公开(公告)日：2011-02-08
申请号：US12147536
申请日：2008-06-27
申请人： Mohsen Bayati , Christian H. Borgs , Alfredo Braunstein , Jennifer T. Chayes , Riccardo Zecchina
发明人： Mohsen Bayati , Christian H. Borgs , Alfredo Braunstein , Jennifer T. Chayes , Riccardo Zecchina
IPC分类号： H04L12/28
CPC分类号： G06F17/509 , G06F2217/10 , H04L41/12 , H04L45/14
摘要： Networks may be analyzed using Steiner trees. In an example embodiment, a method includes acts of receiving, accepting, creating, and analyzing. Data specifying a network is received. Steiner tree parameters are accepted. A Steiner tree model is created on the data specifying the network responsive to the Steiner tree parameters. The Steiner tree model includes a local representation having a depth constraint for neighborhood vertices. The data specifying the network is analyzed to ascertain a Steiner tree solution based on the Steiner tree model, which includes the local representation, and using a locally-oriented combinatorial algorithm.
摘要翻译：可以使用Steiner树分析网络。在示例实施例中，一种方法包括接收，接受，创建和分析的动作。接收到指定网络的数据。 Steiner树参数被接受。在指定网络的数据上创建Steiner树模型，响应于Steiner树参数。 Steiner树模型包括具有邻近顶点深度约束的局部表示。分析指定网络的数据，以确定基于包括本地表示的Steiner树模型以及使用面向局部组合算法的Steiner树解决方案。

6. 发明授权

US07464372B2 Methods and systems of testing software, and methods and systems of modeling user behavior 有权
标题翻译：测试软件的方法和系统，以及用户行为建模的方法和系统
公开(公告)号：US07464372B2
公开(公告)日：2008-12-09
申请号：US11188606
申请日：2005-07-25
申请人： Dimitris Achlioptas , Christian H. Borgs , Jennifer T. Chayes , Henry J. Robinson , James R. Tierney
发明人： Dimitris Achlioptas , Christian H. Borgs , Jennifer T. Chayes , Henry J. Robinson , James R. Tierney
IPC分类号： G06F9/44
CPC分类号： G06F11/3688
摘要： Methods and systems of testing software and modeling user actions are described. In some embodiments, multiple different algorithms are provided for operating on a software model. The software model describes behavior associated with software that is to be tested. Different sets of algorithms can be selected for operating on the software model to produce a sequence of test actions that are to be used to test the software. The algorithms can be mixed and matched to achieve a desired testing result. In some embodiments, the different algorithms comprise deterministic algorithms, random algorithms, and various types of algorithms therebetween. In one embodiment, the software model comprises a state graph having nodes that represent state, and links between the nodes that represent actions. The different algorithms that are available for selection can have different graph traversal characteristics such that the state graph can be traversed in different manners. For example, algorithms that are more local in their traversals can be teamed with algorithms that are more global in their traversals, thus covering a wider area of the state space with good local coverage in some areas.
摘要翻译：描述测试软件和建模用户动作的方法和系统。在一些实施例中，提供了用于在软件模型上操作的多种不同的算法。软件模型描述与要测试的软件相关的行为。可以选择不同的算法集来在软件模型上操作以产生用于测试软件的测试动作序列。可以混合和匹配算法以实现所需的测试结果。在一些实施例中，不同的算法包括确定性算法，随机算法以及它们之间的各种类型的算法。在一个实施例中，软件模型包括具有表示状态的节点和表示动作的节点之间的链接的状态图。可用于选择的不同算法可以具有不同的图遍历特性，使得可以以不同的方式遍历状态图。例如，在遍历中更本地化的算法可以与在遍历中更全局化的算法相结合，从而在某些区域覆盖了更广泛的状态空间区域，具有良好的本地覆盖。

7. 发明申请

US20080222725A1 GRAPH STRUCTURES AND WEB SPAM DETECTION 审中-公开
标题翻译：图形结构和网络垃圾邮件检测
公开(公告)号：US20080222725A1
公开(公告)日：2008-09-11
申请号：US11865044
申请日：2007-09-30
申请人： Jennifer T. Chayes , Christian H. Borgs , Krishna Chaitanya Gade , John E. Hopcroft , Seyed Vahab Mirrokni , Amit Prakash , Tao Tao
发明人： Jennifer T. Chayes , Christian H. Borgs , Krishna Chaitanya Gade , John E. Hopcroft , Seyed Vahab Mirrokni , Amit Prakash , Tao Tao
IPC分类号： G06F11/30
CPC分类号： G06F16/951
摘要： A SPAM detection system is provided. The system includes a graph clustering component to analyze web data. A link analysis component can be associated with the graph clustering component to facilitate SPAM detection in accordance with the web data.
摘要翻译：提供SPAM检测系统。该系统包括分析Web数据的图形聚类组件。链接分析组件可以与图形聚类组件相关联，以便根据网络数据来进行垃圾邮件检测。

8. 发明授权

US06996805B2 Methods and systems of testing software, and methods and systems of modeling user behavior 失效
公开(公告)号：US06996805B2
公开(公告)日：2006-02-07
申请号：US09896374
申请日：2001-06-28
申请人： Dimitris Achlioptas , Christian H. Borgs , Jennifer T. Chayes , Henry J. Robinson , James R. Tierney
发明人： Dimitris Achlioptas , Christian H. Borgs , Jennifer T. Chayes , Henry J. Robinson , James R. Tierney
IPC分类号： G06F9/44
CPC分类号： G06F11/3688
摘要： Methods and systems of testing software and modeling user actions are described. In some embodiments, multiple different algorithms are provided for operating on a software model. The software model describes behavior associated with software that is to be tested. Different sets of algorithms can be selected for operating on the software model to produce a sequence of test actions that are to be used to test the software. The algorithms can be mixed and matched to achieve a desired testing result. In some embodiments, the different algorithms comprise deterministic algorithms, random algorithms, and various types of algorithms therebetween. In one embodiment, the software model comprises a state graph having nodes that represent state, and links between the nodes that represent actions. The different algorithms that are available for selection can have different graph traversal characteristics such that the state graph can be traversed in different manners. For example, algorithms that are more local in their traversals can be teamed with algorithms that are more global in their traversals, thus covering a wider area of the state space with good local coverage in some areas.

9. 发明授权

US09152969B2 Recommendation ranking system with distrust 有权
标题翻译：推荐排名系统不信任
公开(公告)号：US09152969B2
公开(公告)日：2015-10-06
申请号：US12755791
申请日：2010-04-07
申请人： Christian H. Borgs , Jennifer T. Chayes , Adam T. Kalai , Azarakhsh Malekian , Moshe Tennenholtz
发明人： Christian H. Borgs , Jennifer T. Chayes , Adam T. Kalai , Azarakhsh Malekian , Moshe Tennenholtz
IPC分类号： G06F15/173 , H04W24/00 , G06F7/04 , G06Q30/02 , G06F17/30 , G06Q10/10 , G06Q30/00 , G06F21/62
CPC分类号： G06Q30/02 , G06F17/30867 , G06F21/6245 , G06Q10/10 , G06Q30/00
摘要： A recommendation ranking system that computes trust for entities based on negative expressions of trust. Negative expressions of trust are used to reduce the trust of entities. However, the system may discount entities that in the aggregate are distrusted. The system may be used with a social network to provide accurate, personalized recommendations for members of the social network. The network may be modeled as a voting network, with each member of the social network represented as a node and expressions of trust between members represented as weights on edges between nodes. Values of trust may be computed for nodes in the network and used to generate a recommendation. Opinions expressed on a topic may be weighted by trust in the node expressing the opinion. The system may be applied in other settings that can be modeled as a voting network, including ranking of Internet search results.
摘要翻译：一种基于信任负面表达式计算实体信任度的推荐排名系统。信任的负面表达被用来减少实体的信任。然而，该系统可能折扣总体上被不信任的实体。该系统可以与社交网络一起使用，以为社交网络的成员提供准确的个性化建议。网络可以被建模为投票网络，社交网络的每个成员表示为节点，并且表示为在节点之间的边缘上的权重的成员之间的信任表达。可以为网络中的节点计算信任值，并用于生成推荐。对主题表达的意见可能会通过表达意见的节点的信任来加权。该系统可以应用于可被建模为投票网络的其他设置中，包括因特网搜索结果的排名。

10. 发明申请

US20080222726A1 NEIGHBORHOOD CLUSTERING FOR WEB SPAM DETECTION 有权
标题翻译：用于网络垃圾邮件检测的邻居聚类
公开(公告)号：US20080222726A1
公开(公告)日：2008-09-11
申请号：US11865046
申请日：2007-09-30
申请人： Jennifer T. Chayes , Christian H. Borgs , Krishna Chaitanya Gade , John E. Hopcroft , Seyed Vahab Mirrokni , Amit Prakash , Tao Tao
发明人： Jennifer T. Chayes , Christian H. Borgs , Krishna Chaitanya Gade , John E. Hopcroft , Seyed Vahab Mirrokni , Amit Prakash , Tao Tao
IPC分类号： G06F11/30
CPC分类号： G06F17/30864
摘要： A SPAM detection system is provided. The system includes a graph clustering component to analyze web data. A link analysis component can be associated with the graph clustering component to facilitate SPAM detection in accordance with the web data.
摘要翻译：提供SPAM检测系统。该系统包括分析Web数据的图形聚类组件。链接分析组件可以与图形聚类组件相关联，以便根据网络数据来进行垃圾邮件检测。

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