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121. 发明申请

US20080103902A1 ORCHESTRATION AND/OR EXPLORATION OF DIFFERENT ADVERTISING CHANNELS IN A FEDERATED ADVERTISING NETWORK 审中-公开
标题翻译：联合广告网络中不同广告渠道的协调和/或探索
公开(公告)号：US20080103902A1
公开(公告)日：2008-05-01
申请号：US11762632
申请日：2007-06-13
申请人： Brian Burdick , Gary W. Flake , Brett D. Brewer , Christopher A. Meek , David Max Chickering , Jody D. Biggs , Ewa Dominowska
发明人： Brian Burdick , Gary W. Flake , Brett D. Brewer , Christopher A. Meek , David Max Chickering , Jody D. Biggs , Ewa Dominowska
IPC分类号： G06Q30/00
CPC分类号： G06Q30/02 , G06Q30/0244 , G06Q30/0247 , G06Q30/0275 , G06Q30/0277
摘要： For a multi-party advertising exchange including advertising entities and publishing entities from different advertising networks, automatic apportioning of advertising transactions across inventory from different advertising channels is provided. Optimal combinations or advertising bundles of different channels are generated for the participant based on an analysis of inventory across different advertising channels for a given set of participation goals/constraints. A small portion of a participant's overall advertising expenditure can be held back for exploratory purposes to determine better combinations of advertising channels based on actual performance over time.
摘要翻译：对于包括来自不同广告网络的广告实体和出版实体的多方广告交换，提供了来自不同广告渠道的广告交易的广告交易的自动分配。基于针对给定的一组参与目标/约束的不同广告渠道的库存分析，为参与者生成不同渠道的最佳组合或广告组。参与者的整体广告支出的一小部分可以被阻止以进行探索性目的，以根据实际的绩效随时间确定更好的广告渠道组合。

122. 发明申请

US20080005073A1 DATA MANAGEMENT IN SOCIAL NETWORKS 有权
标题翻译：社会网络中的数据管理
公开(公告)号：US20080005073A1
公开(公告)日：2008-01-03
申请号：US11427291
申请日：2006-06-28
申请人： Christopher A. Meek , Eric J. Horvitz , Joshua T. Goodman , Gary W. Flake , Oliver Hurst-Hiller , Anoop Gupta , Ramez Naam , Kenneth A. Moss , William H. Gates , John C. Platt , Trenholme J. Griffin , Bradly A. Brunell
发明人： Christopher A. Meek , Eric J. Horvitz , Joshua T. Goodman , Gary W. Flake , Oliver Hurst-Hiller , Anoop Gupta , Ramez Naam , Kenneth A. Moss , William H. Gates , John C. Platt , Trenholme J. Griffin , Bradly A. Brunell
IPC分类号： G06F17/30
CPC分类号： G06F17/30867 , G06Q50/01
摘要： Architecture that monitors interaction data (e.g., search queries, query results and click-through rates), and provides users with links to other users that fall into similar categories with respect to the foregoing monitored activities (e.g., providing links to individuals and groups that share common interests and/or profiles). A search engine can be interactively coupled with one or more social networks, and that maps individuals and/or groups within respective social networks to subsets of categories associated with searches. A database stores mapped information which can be continuously updated and reorganized as links within the system mapping become stronger or weaker. The architecture can comprise a social network system that includes a database for mapping search-related information to an entity of a social network, and a search component for processing a search query for search results and returning a link to an entity of a social network based on the search query.
摘要翻译：监视交互数据（例如搜索查询，查询结果和点击率）的架构，并向用户提供与上述受监视活动相类似的类别的其他用户的链接（例如，提供与个人和组的链接分享共同的兴趣和/或简介）。搜索引擎可以与一个或多个社交网络交互地耦合，并且将各个社交网络内的个人和/或组映射到与搜索相关联的类别的子集。数据库存储可以不断更新和重新组织的映射信息，因为系统映射中的链接变得更强或更弱。该架构可以包括社交网络系统，其包括用于将搜索相关信息映射到社交网络的实体的数据库，以及用于处理搜索结果的搜索查询并返回到基于社交网络的实体的链接的搜索组件在搜索查询上。

123. 发明申请

US20080005072A1 SEARCH ENGINE THAT IDENTIFIES AND USES SOCIAL NETWORKS IN COMMUNICATIONS, RETRIEVAL, AND ELECTRONIC COMMERCE 有权
标题翻译：搜索引擎，在通信，检索和电子商务中使用标识和使用社交网络
公开(公告)号：US20080005072A1
公开(公告)日：2008-01-03
申请号：US11427288
申请日：2006-06-28
申请人： Christopher A. Meek , Eric J. Horvitz , Joshua T. Goodman , Gary W. Flake , Oliver Hurst-Hiller , Anoop Gupta , Ramez Naam , Kenneth A. Moss , William H. Gates , John C. Platt , Trenholme J. Griffin , Bradly A. Brunell
发明人： Christopher A. Meek , Eric J. Horvitz , Joshua T. Goodman , Gary W. Flake , Oliver Hurst-Hiller , Anoop Gupta , Ramez Naam , Kenneth A. Moss , William H. Gates , John C. Platt , Trenholme J. Griffin , Bradly A. Brunell
IPC分类号： G06F17/30
CPC分类号： G06F17/30867
摘要： Architecture that monitors interaction data (e.g., search queries, query results and click-through rates), and provides users with links to other users that fall into similar categories with respect to the foregoing monitored activities (e.g., providing links to individuals and groups that share common interests and/or profiles). A search engine can be interactively coupled with one or more social networks, and that maps individuals and/or groups within respective social networks to subsets of categories associated with searches. A database stores mapped information which can be continuously updated and reorganized as links within the system mapping become stronger or weaker. The architecture can comprise a social network system that includes a database for mapping search-related information to an entity of a social network, and a search component for processing a search query for search results and returning a link to an entity of a social network based on the search query.
摘要翻译：监视交互数据（例如搜索查询，查询结果和点击率）的架构，并向用户提供与上述受监视活动相类似的类别的其他用户的链接（例如，提供与个人和组的链接分享共同的兴趣和/或简介）。搜索引擎可以与一个或多个社交网络交互地耦合，并且将各个社交网络内的个人和/或组映射到与搜索相关联的类别的子集。数据库存储可以不断更新和重新组织的映射信息，因为系统映射中的链接变得更强或更弱。该架构可以包括社交网络系统，其包括用于将搜索相关信息映射到社交网络的实体的数据库，以及用于处理搜索结果的搜索查询并返回到基于社交网络的实体的链接的搜索组件在搜索查询上。

124. 发明授权

US07295977B2 Extracting classifying data in music from an audio bitstream 失效
标题翻译：从音频比特流中提取音乐中的分类数据
公开(公告)号：US07295977B2
公开(公告)日：2007-11-13
申请号：US09939954
申请日：2001-08-27
申请人： Brian Whitman , Gary W. Flake , Stephen R. Lawrence
发明人： Brian Whitman , Gary W. Flake , Stephen R. Lawrence
IPC分类号： G10L15/16 , G10H7/10
CPC分类号： G10L17/02 , G10L17/26 , G10L25/30
摘要： The method of the present invention utilizes machine-learning techniques, particularly Support Vector Machines in combination with a neural network, to process a unique machine-learning enabled representation of the audio bitstream. Using this method, a classifying machine is able to autonomously detect characteristics of a piece of music, such as the artist or genre, and classify it accordingly. The method includes transforming digital time-domain representation of music into a frequency-domain representation, then dividing that frequency data into time slices, and compressing it into frequency bands to form multiple learning representations of each song. The learning representations that result are processed by a group of Support Vector Machines, then by a neural network, both previously trained to distinguish among a given set of characteristics, to determine the classification.
摘要翻译：本发明的方法利用机器学习技术，特别是与神经网络相结合的支持向量机来处理独特的机器学习使能的音频比特流表示。使用这种方法，分类机能够自主地检测诸如艺术家或流派之类的音乐的特征，并相应地对其进行分类。该方法包括将音乐的数字时域表示变换为频域表示，然后将该频率数据划分为时间片，并将其压缩为频带，以形成每首歌曲的多个学习表示。结果的学习表示由一组支持向量机处理，然后由神经网络处理，两者都被训练以区分给定的一组特征，以确定分类。

125. 发明授权

US08763150B2 Correlating private affinities 有权
标题翻译：相关私人亲戚关系
公开(公告)号：US08763150B2
公开(公告)日：2014-06-24
申请号：US12487020
申请日：2009-06-18
申请人： Gary W. Flake , Eric I-Chao Chang , Jason Garms , Abhiram G. Khune , Darrell Leroy Blegen
发明人： Gary W. Flake , Eric I-Chao Chang , Jason Garms , Abhiram G. Khune , Darrell Leroy Blegen
IPC分类号： H04L29/00 , G06F21/00 , G06F19/00
CPC分类号： G06F21/00 , G06F21/6245 , G06Q10/10 , G16H10/60 , H04L9/32 , H04L2209/42
摘要： The claimed subject matter relates to an architecture that can leverage private affinities in order to facilitate or enrich relationships between people. In particular, the architecture can receive a profile associated with a user wherein the profile includes a set of private affinities that are cryptographically protected from public inspection. The architecture can decrypt and/or cryptographically compare a private affinity from the profile to an affinity in a disparate profile (associated with a disparate user) in order to identify a matching affinity. Once a matching affinity is identified, a message indicating such can be provided to the user along with a request to publish certain revealed information to the disparate user, possibly based upon a mutual exchange of commensurate information from the disparate user.
摘要翻译：所要求保护的主题涉及可以利用私人亲和力以便于或丰富人之间的关系的架构。特别地，该体系结构可以接收与用户相关联的简档，其中该简档包括密码保护以免公开检查的一组私人关联。该体系结构可以解密和/或加密比较私有关系从简档到不同配置文件（与不同的用户相关联）中的亲和性，以便识别匹配的亲和度。一旦识别了匹配关联，则可以基于相互交换来自不同用户的相应信息，可以向用户提供指示这样的消息以及向不同的用户发布某些显示的信息的请求。

126. 发明授权

US08725567B2 Targeted advertising in brick-and-mortar establishments 有权
标题翻译：实体广告业务
公开(公告)号：US08725567B2
公开(公告)日：2014-05-13
申请号：US11427761
申请日：2006-06-29
申请人： Xuedong D. Huang , William H. Gates, III , Eric J. Horvitz , Joshua T. Goodman , Bradly A. Brunell , Susan T. Dumais , Gary W. Flake , Trenholme J. Griffin , Oliver Hurst-Hiller
发明人： Xuedong D. Huang , William H. Gates, III , Eric J. Horvitz , Joshua T. Goodman , Bradly A. Brunell , Susan T. Dumais , Gary W. Flake , Trenholme J. Griffin , Oliver Hurst-Hiller
IPC分类号： G06Q30/00
CPC分类号： G06Q30/02 , G06Q30/0269 , G06Q30/0271
摘要： Architecture for presenting advertisements in realtime in retail establishments. A sensor component includes sensors for collecting information about a customer or group of customers as they move through the store. The sensors can include capability for image processing, audio processing, light sensing, velocity sensing, direction sensing, proximity sensing, face recognition, pose recognition, transaction recognition, and biometric sensing, for example. A customer component analyzes the information and generates a profile about the customer. Advertisements are selected for presentation that target the customers as they walk in proximity of a presentation system of the store. An advertisement component facilitates dynamic presentation of a targeted advertisement to the individual as a function of the profile. The customer component can infer information during analysis using machine learning and reasoning.
摘要翻译：在零售店内实时呈现广告的建筑。传感器组件包括传感器，用于在客户或客户群经过商店移动时收集有关客户或客户群的信息。例如，传感器可以包括用于图像处理，音频处理，光感测，速度感测，方向感测，接近感测，面部识别，姿态识别，事务识别和生物测量感测的能力。客户组件分析信息并生成有关客户的配置文件。广告被选择用于呈现，当客户在商店的呈现系统附近走动时将其定位成客户。广告组件有助于作为简档的函数向个人动态地呈现目标广告。客户组件可以使用机器学习和推理来分析分析期间的信息。

127. 发明授权

US08589233B2 Arbitrage broker for online advertising exchange 有权
标题翻译：套利经纪人在线广告交易
公开(公告)号：US08589233B2
公开(公告)日：2013-11-19
申请号：US11763542
申请日：2007-06-15
申请人： Gary W. Flake , Brett D. Brewer , Christopher A. Meek , David Max Chickering , Jody D. Biggs , Ewa Dominowska , Brian Burdick
发明人： Gary W. Flake , Brett D. Brewer , Christopher A. Meek , David Max Chickering , Jody D. Biggs , Ewa Dominowska , Brian Burdick
IPC分类号： G06Q30/00
CPC分类号： G06Q30/02 , G06Q30/0242 , G06Q30/0254 , G06Q30/0269 , G06Q30/0275 , G06Q30/0277 , G06Q40/04
摘要： For a multi-party online advertising exchange including advertising and publishing entities and one or more third party participants, the disclosed systems and methods enable third party participation in arbitrage opportunities in online advertising transactions. A plurality of underlying transaction details are abstracted and provided to the third party participants without loss of generalization and while preserving relationships in the transaction data, to enable a third party share risk in advertising transactions. Various system refinements are provided and disclosed according to a host of optional embodiments.
摘要翻译：对于包括广告和出版实体以及一个或多个第三方参与者在内的多方在线广告交易，披露的系统和方法使第三方参与在线广告交易中的套利机会。多个基础交易细节被抽象并提供给第三方参与者而不丢失泛化，同时保持交易数据中的关系，以使第三方在广告交易中共享风险。根据主机的可选实施例提供和公开了各种系统细化。

128. 发明授权

US08489981B2 Look ahead of links/alter links 有权
公开(公告)号：US08489981B2
公开(公告)日：2013-07-16
申请号：US12214784
申请日：2008-06-20
申请人： Gary W. Flake , William H. Gates, III , Roderick A. Hyde , Edward K. Y. Jung , Royce A. Levien , Robert W. Lord , Mark A. Malamud , Richard F. Rashid , John D. Rinaldo, Jr. , Clarence T. Tegreene , Charles Whitmer , Lowell L. Wood, Jr.
发明人： Gary W. Flake , William H. Gates, III , Roderick A. Hyde , Edward K. Y. Jung , Royce A. Levien , Robert W. Lord , Mark A. Malamud , Richard F. Rashid , John D. Rinaldo, Jr. , Clarence T. Tegreene , Charles Whitmer , Lowell L. Wood, Jr.
IPC分类号： G06F9/455 , G06F17/30
CPC分类号： G06F17/30867 , G06F9/45537
摘要： A computationally-implemented method comprises retrieving at least a portion of data from a data source, determining an acceptability of an effect of the retrieved at least a portion of the data at least in part via a virtual machine representation of at least a part of an end user's real machine having one or more end-user specified preferences, and providing at least one data display option to the end user's real machine based on the determining acceptability of the effect of the retrieved at least a portion of the data.

129. 发明授权

US08190627B2 Machine assisted query formulation 有权
标题翻译：机器辅助查询配方
公开(公告)号：US08190627B2
公开(公告)日：2012-05-29
申请号：US11770458
申请日：2007-06-28
申请人： John C. Platt , Gary W. Flake , Ramez Naam , Anoop Gupta , Oliver Hurst-Hiller , Trenholme J. Griffin , Joshua T. Goodman
发明人： John C. Platt , Gary W. Flake , Ramez Naam , Anoop Gupta , Oliver Hurst-Hiller , Trenholme J. Griffin , Joshua T. Goodman
IPC分类号： G06F17/30
CPC分类号： G06F17/30389
摘要： Architecture for completing search queries by using artificial intelligence based schemes to infer search intentions of users. Partial queries are completed dynamically in real time. Additionally, search aliasing can also be employed. Custom tuning can be performed based on at least query inputs in the form of text, graffiti, images, handwriting, voice, audio, and video signals. Natural language processing occurs, along with handwriting recognition and slang recognition. The system includes a classifier that receives a partial query as input, accesses a query database based on contents of the query input, and infers an intended search goal from query information stored on the query database. A query formulation engine receives search information associated with the intended search goal and generates a completed formal query for execution.
摘要翻译：通过使用基于人工智能的方案来推断用户的搜索意图来完成搜索查询的架构。部分查询是实时动态完成的。此外，还可以使用搜索别名。可以至少基于文本，涂鸦，图像，手写，语音，音频和视频信号的查询输入进行定制调整。自然语言处理发生，手写识别和俚语识别。该系统包括接收部分查询作为输入的分类器，基于查询输入的内容访问查询数据库，并从存储在查询数据库中的查询信息推断预期的搜索目标。查询制定引擎接收与预期搜索目标相关联的搜索信息，并生成完成的正式查询以供执行。

130. 发明授权

US07930730B2 Community network navigation 有权
标题翻译：社区网路导航
公开(公告)号：US07930730B2
公开(公告)日：2011-04-19
申请号：US11640698
申请日：2006-12-18
申请人： Brett David Brewer , Gary W. Flake
发明人： Brett David Brewer , Gary W. Flake
IPC分类号： G06F15/16
CPC分类号： H04L41/22 , G06Q30/02 , H04L67/24 , H04L67/306
摘要： Methods and computer-readable media are provided for navigating a community network environment and viewing various network attributes at various network zoom levels. A user interface is displayed that includes a representation of each community network participant, with each representation including a community network attribute. A request is received to zoom the user interface to view the community network at various zoom levels. In response to the request, the user interface is fluidly zoomed and additional community network attributes are displayed corresponding to each community network participant at each of the zoom levels.
摘要翻译：提供方法和计算机可读介质用于导航社区网络环境并且以各种网络缩放级别查看各种网络属性。显示包括每个社区网络参与者的表示的用户界面，每个表示包括社区网络属性。收到请求以放大用户界面，以各种缩放级别查看社区网络。响应于该请求，用户界面被流畅地放大，并且在每个缩放级别处对应于每个社区网络参与者显示额外的社区网络属性。

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