公开(公告)号：US20080005067A1

公开(公告)日：2008-01-03

申请号：US11426981

申请日：2006-06-28

申请人： Susan T. Dumais ,  Kyle G. Peltonen ,  Anoop Gupta ,  Bradly A. Brunell ,  William H. Gates ,  Gary W. Flake ,  Ramez Naam ,  Eric J. Horvitz ,  Xuedong D. Huang ,  John C. Platt ,  Oliver Hurst-Hiller ,  Trenholme J. Griffin ,  Joshua T. Goodman

发明人： Susan T. Dumais ,  Kyle G. Peltonen ,  Anoop Gupta ,  Bradly A. Brunell ,  William H. Gates ,  Gary W. Flake ,  Ramez Naam ,  Eric J. Horvitz ,  Xuedong D. Huang ,  John C. Platt ,  Oliver Hurst-Hiller ,  Trenholme J. Griffin ,  Joshua T. Goodman

IPC分类号： G06F17/30

CPC分类号： G06F16/24575

摘要： A system that incorporates a user context into a computer-based search is provided. To establish the context, the innovation can identify information about a user state or context via a variety of sources and sensors. The state/context information can be used to filter, arrange and/or rank search results so as to facilitate converging on meaningful searches and results. Machine learning systems (implicitly and/or explicitly trained) can be employed to infer a current and/or future context related to user. An identified or inferred user context can be employed to modify an automated or user-defined search input/query. Contextual cues can be considered directly in the construction and use of context of context-sensitive retrieval algorithms that are optimized for identifying and/or ranking of informational items of potential interest or value in different contexts. As well, the context can be employed to intelligently render results of a query (e.g., user/application defined, context-modified query).

摘要翻译： 提供了将用户上下文合并到基于计算机的搜索中的系统。 为了建立上下文，创新可以通过各种来源和传感器识别关于用户状态或上下文的信息。 状态/上下文信息可用于过滤，排列和/或排列搜索结果，以便于有意义地搜索和结果的收敛。 可以使用机器学习系统（隐式和/或显式训练）来推断与用户相关的当前和/或将来的上下文。 可以使用识别或推断的用户上下文来修改自动或用户定义的搜索输入/查询。 上下文提示可以直接考虑在对不同上下文中潜在兴趣或价值的信息项目的识别和/或排名进行优化的上下文敏感检索算法的上下文的构建和使用中。 同样，可以使用上下文来智能地呈现查询的结果（例如，定义的用户/应用程序，上下文修改的查询）。

公开(公告)号：US09396269B2

公开(公告)日：2016-07-19

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, III ,  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, III ,  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。

公开(公告)号：US08812534B2

公开(公告)日：2014-08-19

申请号：US13481168

申请日：2012-05-25

申请人： John C. Platt ,  Oliver Hurst-Hiller ,  Trenholme J. Griffin ,  Anoop Gupta ,  Gary W. Flake ,  Ramez Naam ,  Joshua T. Goodman

发明人： John C. Platt ,  Oliver Hurst-Hiller ,  Trenholme J. Griffin ,  Anoop Gupta ,  Gary W. Flake ,  Ramez Naam ,  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。

公开(公告)号：US20120239653A1

公开(公告)日：2012-09-20

申请号：US13481168

申请日：2012-05-25

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。

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。

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。

公开(公告)号：US09141704B2

公开(公告)日：2015-09-22

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, III ,  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, III ,  John C. Platt ,  Trenholme J. Griffin ,  Bradly A. Brunell

IPC分类号： G06F17/30 ,  G06Q50/00

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。

公开(公告)号：US20080005068A1

公开(公告)日：2008-01-03

申请号：US11426985

申请日：2006-06-28

申请人： Susan T. Dumais ,  Kyle G. Peltonen ,  Anoop Gupta ,  Bradly A. Brunell ,  William H. Gates ,  Gary W. Flake ,  Ramez Naam ,  Eric J. Horvitz ,  Xuedong D. Huang ,  John C. Platt ,  Oliver Hurst-Hiller ,  Trenholme J. Griffin ,  Joshua T. Goodman

发明人： Susan T. Dumais ,  Kyle G. Peltonen ,  Anoop Gupta ,  Bradly A. Brunell ,  William H. Gates ,  Gary W. Flake ,  Ramez Naam ,  Eric J. Horvitz ,  Xuedong D. Huang ,  John C. Platt ,  Oliver Hurst-Hiller ,  Trenholme J. Griffin ,  Joshua T. Goodman

IPC分类号： G06F17/30

CPC分类号： G06F16/24575

摘要： A system that incorporates a user context into a computer-based search is provided. To establish the context, the innovation can identify information about a user state or context via a variety of sources and sensors. The state/context information can be used to filter, arrange and/or rank search results so as to facilitate converging on meaningful searches and results. Machine learning systems (implicitly and/or explicitly trained) can be employed to infer a current and/or future context related to user. An identified or inferred user context can be employed to modify an automated or user-defined search input/query. Contextual cues can be considered directly in the construction and use of context of context-sensitive retrieval algorithms that are optimized for identifying and/or ranking of informational items of potential interest or value in different contexts. As well, the context can be employed to intelligently render results of a query (e.g., user/application defined, context-modified query).

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。

公开(公告)号：US20090006343A1

公开(公告)日：2009-01-01

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： G06F7/00

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。