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公开(公告)号：US20080082464A1
公开(公告)日：2008-04-03
申请号：US11536488
申请日：2006-09-28
申请人： Raymond E. Ozzie , William H. Gates , Gary W. Flake , Thomas F. Bergstraesser , Arnold N. Blinn , William J. Bolosky , Christopher W. Brumme , Lili Cheng , Michael Connolly , Dane A. Glasgow , Daniel S. Glasser , Alexander G. Gounares , James R. Larus , Matthew B. MacLaurin , Henricus Johannes Maria Meijer , Debi P. Mishra , Amit Mital , Ira L. Snyder , Chandramohan A. Thekkath , Melora Zaner-Godsey
发明人： Raymond E. Ozzie , William H. Gates , Gary W. Flake , Thomas F. Bergstraesser , Arnold N. Blinn , William J. Bolosky , Christopher W. Brumme , Lili Cheng , Michael Connolly , Dane A. Glasgow , Daniel S. Glasser , Alexander G. Gounares , James R. Larus , Matthew B. MacLaurin , Henricus Johannes Maria Meijer , Debi P. Mishra , Amit Mital , Ira L. Snyder , Chandramohan A. Thekkath , Melora Zaner-Godsey
IPC分类号： G06F15/18
摘要： An intelligent personalized agent monitors, regulates, and advises a user in decision-making processes for efficiency or safety concerns. The agent monitors an environment and present characteristics of a user and analyzes such information in view of stored preferences specific to one of multiple profiles of the user. Based on the analysis, the agent can suggest or automatically implement a solution to a given issue or problem. In addition, the agent can identify another potential issue that requires attention and suggests or implements action accordingly. Furthermore, the agent can communicate with other users or devices by providing and acquiring information to assist in future decisions. All aspects of environment observation, decision assistance, and external communication can be flexibly limited or allowed as desired by the user.
摘要翻译： 智能个性化代理在决策过程中对用户的效率或安全问题进行监控，调节和建议。 代理监视环境并呈现用户的特征，并根据对用户的多个配置文件之一特有的存储的偏好来分析这些信息。 基于分析，代理可以建议或自动实现给定问题或问题的解决方案。 此外，代理可以确定需要注意的另一个潜在问题，并相应地提出或实施行动。 此外，代理可以通过提供和获取信息来协助未来的决定与其他用户或设备进行通信。 环境观察，决策辅助和外部沟通的各个方面可以根据用户的需要进行灵活的限制或允许。
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2.发明授权Dynamic environment evaluation and service adjustment based on multiple user profiles including data classification and information sharing with authorized other users 有权基于多个用户简档的动态环境评估和服务调整，包括与授权的其他用户的数据分类和信息共享公开(公告)号：US07689524B2
公开(公告)日：2010-03-30
申请号：US11536488
申请日：2006-09-28
申请人： Raymond E. Ozzie , William H. Gates, III , Gary W. Flake , Thomas F. Bergstraesser , Arnold N. Blinn , William J. Bolosky , Christopher W. Brumme , Lili Cheng , Michael Connolly , Dane A. Glasgow , Daniel S. Glasser , Alexander G. Gounares , James R. Larus , Matthew B. MacLaurin , Henricus Johannes Maria Meijer , Debi P. Mishra , Amit Mital , Ira L. Snyder, Jr. , Chandramohan A. Thekkath , Melora Zaner-Godsey
发明人： Raymond E. Ozzie , William H. Gates, III , Gary W. Flake , Thomas F. Bergstraesser , Arnold N. Blinn , William J. Bolosky , Christopher W. Brumme , Lili Cheng , Michael Connolly , Dane A. Glasgow , Daniel S. Glasser , Alexander G. Gounares , James R. Larus , Matthew B. MacLaurin , Henricus Johannes Maria Meijer , Debi P. Mishra , Amit Mital , Ira L. Snyder, Jr. , Chandramohan A. Thekkath , Melora Zaner-Godsey
摘要： An intelligent personalized agent monitors, regulates, and advises a user in decision-making processes for efficiency or safety concerns. The agent monitors an environment and present characteristics of a user and analyzes such information in view of stored preferences specific to one of multiple profiles of the user. Based on the analysis, the agent can suggest or automatically implement a solution to a given issue or problem. In addition, the agent can identify another potential issue that requires attention and suggests or implements action accordingly. Furthermore, the agent can communicate with other users or devices by providing and acquiring information to assist in future decisions. All aspects of environment observation, decision assistance, and external communication can be flexibly limited or allowed as desired by the user.
摘要翻译： 智能个性化代理在决策过程中对用户的效率或安全问题进行监控，调节和建议。 代理监视环境并呈现用户的特征，并根据对用户的多个配置文件之一特有的存储的偏好来分析这些信息。 基于分析，代理可以建议或自动实现给定问题或问题的解决方案。 此外，代理可以确定需要注意的另一个潜在问题，并相应地提出或实施行动。 此外，代理可以通过提供和获取信息来协助未来的决定与其他用户或设备进行通信。 环境观察，决策辅助和外部沟通的各个方面可以根据用户的需要进行灵活的限制或允许。
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公开(公告)号：US20080082466A1
公开(公告)日：2008-04-03
申请号：US11613779
申请日：2006-12-20
申请人： Henricus Johannes Maria Meijer , Raymond E. Ozzie , Gary W. Flake , Thomas F. Bergstraesser , Arnold N. Blinn , Christopher W. Brumme , Lili Cheng , Michael Connolly , Daniel S. Glasser , Alexander G. Gounares , Matthew B. MacLaurin , Debi P. Mishra , Melora Zaner-Godsey
发明人： Henricus Johannes Maria Meijer , Raymond E. Ozzie , Gary W. Flake , Thomas F. Bergstraesser , Arnold N. Blinn , Christopher W. Brumme , Lili Cheng , Michael Connolly , Daniel S. Glasser , Alexander G. Gounares , Matthew B. MacLaurin , Debi P. Mishra , Melora Zaner-Godsey
IPC分类号： G06F15/18
CPC分类号： G06N7/005 , G06N99/005
摘要： Systems and methods that recognize items based on aggregated tagging behavior of users regarding the items. Individual users can establish relationships among tagged items and the system analyzes aggregate of such established relationships, to recognize the item and/or infer additional information regarding the items (e.g., wisdom of crowd such as metadata annotations, relevance ranking, and the like). Subsequently, search engine crawlers can be supplied with such additional information (e.g., extra metadata for reverse link search tables) to facilitate enterprise management and search.
摘要翻译： 基于用户关于项目的聚合标记行为识别项目的系统和方法。 个体用户可以建立标记的项目之间的关系，并且系统分析这样建立的关系的集合，识别项目和/或推断关于项目的附加信息（例如，人群的智慧，诸如元数据注释，相关性排名等）。 随后，可以向搜索引擎抓取器提供这样的附加信息（例如，用于反向链路搜索表的额外的元数据）以便于企业管理和搜索。
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公开(公告)号：US07930197B2
公开(公告)日：2011-04-19
申请号：US11536601
申请日：2006-09-28
申请人： Raymond E. Ozzie , William H. Gates, III , Gary W. Flake , Thomas F. Bergstraesser , Arnold N. Blinn , Christopher W. Brumme , Lili Cheng , Michael Connolly , Nishant V. Dani , Dane A. Glasgow , Daniel S. Glasser , Alexander G. Gounares , James R. Larus , Matthew B. MacLaurin , Henricus Johannes Maria Meijer , Debi P. Mishra , Amit Mital , Ira L. Snyder, Jr. , Chandramohan A. Thekkath , David R. Treadwell, III , Melora Zaner-Godsey
发明人： Raymond E. Ozzie , William H. Gates, III , Gary W. Flake , Thomas F. Bergstraesser , Arnold N. Blinn , Christopher W. Brumme , Lili Cheng , Michael Connolly , Nishant V. Dani , Dane A. Glasgow , Daniel S. Glasser , Alexander G. Gounares , James R. Larus , Matthew B. MacLaurin , Henricus Johannes Maria Meijer , Debi P. Mishra , Amit Mital , Ira L. Snyder, Jr. , Chandramohan A. Thekkath , David R. Treadwell, III , Melora Zaner-Godsey
IPC分类号： G06F17/50
CPC分类号： G06F17/30979 , G06F17/30575 , G06F2216/03 , G06Q10/063 , G06Q10/0631 , G06Q10/0639 , G06Q30/0201 , G06Q30/0282
摘要： Personal data mining mechanisms and methods are employed to identify relevant information that otherwise would likely remain undiscovered. Users supply personal data that can be analyzed in conjunction with data associated with a plurality of other users to provide useful information that can improve business operations and/or quality of life. Personal data can be mined alone or in conjunction with third party data to identify correlations amongst the data and associated users. Applications or services can interact with such data and present it to users in a myriad of manners, for instance as notifications of opportunities.
摘要翻译： 采用个人数据挖掘机制和方法来识别否则可能未被发现的相关信息。 用户提供可以与多个其他用户相关联的数据分析的个人数据，以提供可以改善业务操作和/或生活质量的有用信息。 可以单独或与第三方数据一起挖掘个人数据，以识别数据和关联用户之间的相关性。 应用程序或服务可以与这些数据进行交互，并以无数方式将其呈现给用户，例如作为通知机会。
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5.发明授权Machine learning system for analyzing and establishing tagging trends based on convergence criteria 有权基于收敛标准分析和建立标签趋势的机器学习系统公开(公告)号：US07716150B2
公开(公告)日：2010-05-11
申请号：US11536462
申请日：2006-09-28
申请人： Lili Cheng , Gary W. Flake , Alexander G. Gounares , James R. Larus , Matthew B. MacLaurin , Raymond E. Ozzie , Thomas F. Bergstraesser , Arnold N. Blinn , Christopher W. Brumme , Michael Connolly , Daniel S. Glasser , Henricus Johannes Maria Meijer , Debi P. Mishra , Melora Zaner-Godsey
发明人： Lili Cheng , Gary W. Flake , Alexander G. Gounares , James R. Larus , Matthew B. MacLaurin , Raymond E. Ozzie , Thomas F. Bergstraesser , Arnold N. Blinn , Christopher W. Brumme , Michael Connolly , Daniel S. Glasser , Henricus Johannes Maria Meijer , Debi P. Mishra , Melora Zaner-Godsey
CPC分类号： G06N7/005 , G06N99/005
摘要： Systems and methods that analyze aggregated tagging behavior of users, and evaluate such tagging trends to identify criteria for taxonomy applications. Initially, existence of a possible trend of tagging data based on collective user behavior is determined. Subsequently, tagging trends can be examined to identify that a predetermined convergence criteria has in fact been met, and/or establish such criteria for taxonomy applications. Machine learning systems (implicitly as well as explicitly trained) can be supplied to facilitate determining the trends and the convergence criteria.
摘要翻译： 分析用户聚合标记行为的系统和方法，并评估此类标记趋势，以确定分类应用程序的标准。 最初确定存在基于集体用户行为来标记数据的可能趋势。 随后，可以检查标签趋势以识别事实上已经满足预定的收敛标准，和/或为分类应用建立这样的标准。 可以提供机器学习系统（隐含和明确训练的）以便于确定趋势和收敛标准。
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6.发明授权Machine learning system and method comprising segregator convergence and recognition components to determine the existence of possible tagging data trends and identify that predetermined convergence criteria have been met or establish criteria for taxonomy purpose then recognize items based on an aggregate of user tagging behavior 有权机器学习系统和方法包括分离器收敛和识别组件以确定可能的标签数据趋势的存在并且识别已经满足预定的收敛标准或建立用于分类目的的标准，然后基于用户标签行为的总计识别项目公开(公告)号：US07672909B2
公开(公告)日：2010-03-02
申请号：US11613779
申请日：2006-12-20
申请人： Henricus Johannes Maria Meijer , Raymond E. Ozzie , Gary W. Flake , Thomas F. Bergstraesser , Arnold N. Blinn , Christopher W. Brumme , Lili Cheng , Michael Connolly , Daniel S. Glasser , Alexander G. Gounares , Matthew B. MacLaurin , Debi P. Mishra , Melora Zaner-Godsey
发明人： Henricus Johannes Maria Meijer , Raymond E. Ozzie , Gary W. Flake , Thomas F. Bergstraesser , Arnold N. Blinn , Christopher W. Brumme , Lili Cheng , Michael Connolly , Daniel S. Glasser , Alexander G. Gounares , Matthew B. MacLaurin , Debi P. Mishra , Melora Zaner-Godsey
IPC分类号： G06F15/18
CPC分类号： G06N7/005 , G06N99/005
摘要： Systems and methods that recognize items based on aggregated tagging behavior of users regarding the items. Individual users can establish relationships among tagged items and the system analyzes aggregate of such established relationships, to recognize the item and/or infer additional information regarding the items (e.g., wisdom of crowd such as metadata annotations, relevance ranking, and the like). Subsequently, search engine crawlers can be supplied with such additional information (e.g., extra metadata for reverse link search tables) to facilitate enterprise management and search.
摘要翻译： 基于用户关于项目的聚合标记行为识别项目的系统和方法。 个体用户可以建立标记的项目之间的关系，并且系统分析这样建立的关系的集合，识别项目和/或推断关于项目的附加信息（例如，人群的智慧，诸如元数据注释，相关性排名等）。 随后，可以向搜索引擎抓取器提供这样的附加信息（例如，用于反向链路搜索表的额外的元数据）以便于企业管理和搜索。
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公开(公告)号：US20080082467A1
公开(公告)日：2008-04-03
申请号：US11613930
申请日：2006-12-20
申请人： Henricus Johannes Maria Meijer , William H. Gates , Raymond E. Ozzie , Gary W. Flake , Thomas F. Bergstraesser , Arnold N. Blinn , Christopher W. Brumme , Lili Cheng , Michael Connolly , Nishant V. Dani , Dane A. Glasgow , Daniel S. Glasser , Alexander G. Gounares , James R. Larus , Matthew B. MacLaurin , Debi P. Mishra , Amit Mital , Ira L. Snyder , Chandramohan A. Thekkath , David R. Treadwell , Melora Zaner-Godsey
发明人： Henricus Johannes Maria Meijer , William H. Gates , Raymond E. Ozzie , Gary W. Flake , Thomas F. Bergstraesser , Arnold N. Blinn , Christopher W. Brumme , Lili Cheng , Michael Connolly , Nishant V. Dani , Dane A. Glasgow , Daniel S. Glasser , Alexander G. Gounares , James R. Larus , Matthew B. MacLaurin , Debi P. Mishra , Amit Mital , Ira L. Snyder , Chandramohan A. Thekkath , David R. Treadwell , Melora Zaner-Godsey
IPC分类号： G06F15/18
CPC分类号： G06F17/30979 , G06F17/30575 , G06F2216/03
摘要： Personal data mining mechanisms and methods are employed to identify relevant information that otherwise would likely remain undiscovered. Users supply personal data that can be analyzed in conjunction with data associated with a plurality of other users to provide useful information that can improve business operations and/or quality of life. Personal data can be mined alone or in conjunction with third party data to identify correlations amongst the data and associated users. Applications or services can interact with such data and present it to users in a myriad of manners, for instance as notifications of opportunities.
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8.发明授权Recommendation system that identifies a valuable user action by mining data supplied by a plurality of users to find a correlation that suggests one or more actions for notification 有权推荐系统，其通过挖掘由多个用户提供的数据来识别有价值的用户动作，以找到建议用于通知的一个或多个动作的相关性公开(公告)号：US07657493B2
公开(公告)日：2010-02-02
申请号：US11613930
申请日：2006-12-20
申请人： Henricus Johannes Maria Meijer , William H. Gates, III , Raymond E. Ozzie , Gary W. Flake , Thomas F. Bergstraesser , Arnold N. Blinn , Christopher W. Brumme , Lili Cheng , Michael Connolly , Nishant V. Dani , Dane A. Glasgow , Daniel S. Glasser , Alexander G. Gounares , James R. Larus , Matthew B. MacLaurin , Debi P. Mishra , Amit Mital , Ira L. Snyder, Jr. , Chandramohan A. Thekkath , David R. Treadwell, III , Melora Zaner-Godsey
发明人： Henricus Johannes Maria Meijer , William H. Gates, III , Raymond E. Ozzie , Gary W. Flake , Thomas F. Bergstraesser , Arnold N. Blinn , Christopher W. Brumme , Lili Cheng , Michael Connolly , Nishant V. Dani , Dane A. Glasgow , Daniel S. Glasser , Alexander G. Gounares , James R. Larus , Matthew B. MacLaurin , Debi P. Mishra , Amit Mital , Ira L. Snyder, Jr. , Chandramohan A. Thekkath , David R. Treadwell, III , Melora Zaner-Godsey
CPC分类号： G06F17/30979 , G06F17/30575 , G06F2216/03
摘要： Personal data mining mechanisms and methods are employed to identify relevant information that otherwise would likely remain undiscovered. Users supply personal data that can be analyzed in conjunction with data associated with a plurality of other users to provide useful information that can improve business operations and/or quality of life. Personal data can be mined alone or in conjunction with third party data to identify correlations amongst the data and associated users. Applications or services can interact with such data and present it to users in a myriad of manners, for instance as notifications of opportunities.
摘要翻译： 采用个人数据挖掘机制和方法来识别否则可能未被发现的相关信息。 用户提供可以与多个其他用户相关联的数据分析的个人数据，以提供可以改善业务操作和/或生活质量的有用信息。 可以单独或与第三方数据一起挖掘个人数据，以识别数据和关联用户之间的相关性。 应用程序或服务可以与这些数据进行交互，并以无数方式将其呈现给用户，例如作为通知机会。
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公开(公告)号：US20080082465A1
公开(公告)日：2008-04-03
申请号：US11613494
申请日：2006-12-20
申请人： Henricus Johannes Maria Meijer , William H. Gates , Raymond E. Ozzie , Gary W. Flake , Thomas F. Bergstraesser , Arnold N. Blinn , William J. Bolosky , Christopher W. Brumme , Lili Cheng , Michael Connolly , Dane A. Glasgow , Daniel S. Glasser , Alexander G. Gounares , James R. Larus , Matthew B. MacLaurin , Debi P. Mishra , Amit Mital , Ira L. Snyder , Chandramohan A. Thekkath , Melora Zaner-Godsey
发明人： Henricus Johannes Maria Meijer , William H. Gates , Raymond E. Ozzie , Gary W. Flake , Thomas F. Bergstraesser , Arnold N. Blinn , William J. Bolosky , Christopher W. Brumme , Lili Cheng , Michael Connolly , Dane A. Glasgow , Daniel S. Glasser , Alexander G. Gounares , James R. Larus , Matthew B. MacLaurin , Debi P. Mishra , Amit Mital , Ira L. Snyder , Chandramohan A. Thekkath , Melora Zaner-Godsey
IPC分类号： G06F15/18
摘要： An intelligent personalized agent monitors, regulates, and advises a user in decision-making processes for efficiency or safety concerns. The agent monitors an environment and present characteristics of a user and analyzes such information in view of stored preferences specific to one of multiple profiles of the user. Based on the analysis, the agent can suggest or automatically implement a solution to a given issue or problem. In addition, the agent can identify another potential issue that requires attention and suggests or implements action accordingly. Furthermore, the agent can communicate with other users or devices by providing and acquiring information to assist in future decisions. All aspects of environment observation, decision assistance, and external communication can be flexibly limited or allowed as desired by the user.
摘要翻译： 智能个性化代理在决策过程中对用户的效率或安全问题进行监控，调节和建议。 代理监视环境并呈现用户的特征，并根据对用户的多个配置文件之一特有的存储的偏好来分析这些信息。 基于分析，代理可以建议或自动实现给定问题或问题的解决方案。 此外，代理可以确定需要注意的另一个潜在问题，并相应地提出或实施行动。 此外，代理可以通过提供和获取信息来协助未来的决定与其他用户或设备进行通信。 环境观察，决策辅助和外部沟通的各个方面可以根据用户的需要进行灵活的限制或允许。
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公开(公告)号：US20080082463A1
公开(公告)日：2008-04-03
申请号：US11536462
申请日：2006-09-28
申请人： Lili Cheng , Gary W. Flake , Alexander G. Gounares , James R. Larus , Matthew B. MacLaurin , Raymond E. Ozzie , Thomas F. Bergstraesser , Arnold N. Blinn , Christopher W. Brumme , Michael Connolly , Daniel S. Glasser , Henricus Johannes Maria Meijer , Debi P. Mishra , Melora Zaner-Godsey
发明人： Lili Cheng , Gary W. Flake , Alexander G. Gounares , James R. Larus , Matthew B. MacLaurin , Raymond E. Ozzie , Thomas F. Bergstraesser , Arnold N. Blinn , Christopher W. Brumme , Michael Connolly , Daniel S. Glasser , Henricus Johannes Maria Meijer , Debi P. Mishra , Melora Zaner-Godsey
IPC分类号： G06F15/18
CPC分类号： G06N7/005 , G06N99/005
摘要： Systems and methods that analyze aggregated tagging behavior of users, and evaluate such tagging trends to identify criteria for taxonomy applications. Initially, existence of a possible trend of tagging data based on collective user behavior is determined. Subsequently, tagging trends can be examined to identify that a predetermined convergence criteria has in fact been met, and/or establish such criteria for taxonomy applications. Machine learning systems (implicitly as well as explicitly trained) can be supplied to facilitate determining the trends and the convergence criteria.
摘要翻译： 分析用户聚合标记行为的系统和方法，并评估此类标记趋势，以确定分类应用程序的标准。 最初确定存在基于集体用户行为来标记数据的可能趋势。 随后，可以检查标签趋势以识别事实上已经满足预定的收敛标准，和/或为分类应用建立这样的标准。 可以提供机器学习系统（隐含和明确训练的）以便于确定趋势和收敛标准。
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