公开(公告)号：US08849730B2

公开(公告)日：2014-09-30

申请号：US13326877

申请日：2011-12-15

申请人： John Winn ,  Fernando Garcia ,  Tore Sundelin ,  James Edelen

发明人： John Winn ,  Fernando Garcia ,  Tore Sundelin ,  James Edelen

IPC分类号： G06N3/08 ,  G06F19/24

CPC分类号： G06N3/08 ,  G06F17/30702 ,  G06F2216/03 ,  G06Q10/10

摘要： A system is provided for automatically predicting actions a user is likely to take in response to receiving data. The system may be configured to monitor and observe a user's interactions with incoming data and to identify patterns of actions the user may take in response to the incoming data. The system may enable a trainer component and a classifier component to determine the probability a user may take a particular action and to make predictions of likely user actions based on the observations of the user and the identified pattern of the user's actions. The system may also be configured to continuously observe the user's actions to fine-tune and adjust the identified patterns of user actions and to update the probabilities of likely user actions in order increase the accuracy of the predicted user action in response to incoming data.

摘要翻译： 提供了一种用于自动预测用户响应于接收数据可能采取的动作的系统。 该系统可以被配置为监视和观察用户与传入数据的交互并且识别用户响应于传入数据而采取的动作模式。 该系统可以使培训者组件和分类器组件确定用户可以采取特定动作的概率，并且基于用户的观察结果和所识别的用户动作模式来预测可能的用户动作。 该系统还可以被配置为连续观察用户的动作以微调​​和调整所识别的用户动作模式，并且更新可能的用户动作的概率，以便响应于输入数据增加预测用户动作的准确性。

公开(公告)号：US20130159408A1

公开(公告)日：2013-06-20

申请号：US13360594

申请日：2012-01-27

申请人： John Winn ,  Fernando Garcia ,  Tore Sundelin ,  James Edelen

发明人： John Winn ,  Fernando Garcia ,  Tore Sundelin ,  James Edelen

IPC分类号： G06F15/16

CPC分类号： G06Q10/10 ,  G06N20/00

摘要： A system is provided for automatically notifying a user of predicted action. The system may be configured to monitor and observe a user's interactions with incoming data, identify patterns of actions the user may take in response to the incoming data and generate a notification associated with the action. A trainer component and a classifier component determine the probability a user may take a particular action and to make predictions of likely user actions based on the observations of the user. A notifier may communicate with the classifier to generate a particular user notification associated with a user action response generated by the classifier. The notifier component utilizes a logic device to compare the received user prediction from the classifier with a plurality of user notifications stored in a database. The notifier component sends the user notification to one or more user devices associated with a user.

摘要翻译： 提供一种用于自动通知用户预测动作的系统。 该系统可以被配置为监视和观察用户与传入数据的交互，识别用户可以响应于传入数据而采取的动作模式并且生成与该动作相关联的通知。 训练器组件和分类器组件确定用户可以采取特定动作的概率，并且基于用户的观察来预测可能的用户动作。 通知器可以与分类器通信以生成与由分类器生成的用户动作响应相关联的特定用户通知。 通知器组件利用逻辑设备将来自分类器的接收到的用户预测与存储在数据库中的多个用户通知进行比较。 通知器组件将用户通知发送给与用户相关联的一个或多个用户设备。

公开(公告)号：US20130159220A1

公开(公告)日：2013-06-20

申请号：US13326877

申请日：2011-12-15

申请人： John Winn ,  Fernando Garcia ,  Tore Sundelin ,  James Edelen

发明人： John Winn ,  Fernando Garcia ,  Tore Sundelin ,  James Edelen

IPC分类号： G06F15/18

CPC分类号： G06N3/08 ,  G06F17/30702 ,  G06F2216/03 ,  G06Q10/10

摘要： A system is provided for automatically predicting actions a user is likely to take in response to receiving data. The system may be configured to monitor and observe a user's interactions with incoming data and to identify patterns of actions the user may take in response to the incoming data. The system may enable a trainer component and a classifier component to determine the probability a user may take a particular action and to make predictions of likely user actions based on the observations of the user and the identified pattern of the user's actions. The system may also be configured to continuously observe the user's actions to fine-tune and adjust the identified patterns of user actions and to update the probabilities of likely user actions in order increase the accuracy of the predicted user action in response to incoming data.

摘要翻译： 提供了一种用于自动预测用户响应于接收数据可能采取的动作的系统。 该系统可以被配置为监视和观察用户与传入数据的交互并且识别用户响应于传入数据而采取的动作模式。 该系统可以使培训者组件和分类器组件确定用户可以采取特定动作的概率，并且基于用户的观察结果和所识别的用户动作模式来预测可能的用户动作。 该系统还可以被配置为连续观察用户的动作以微调​​和调整所识别的用户动作模式，并且更新可能的用户动作的概率，以便响应于输入数据增加预测用户动作的准确性。

公开(公告)号：US08744979B2

公开(公告)日：2014-06-03

申请号：US12961180

申请日：2010-12-06

申请人： Tore Sundelin ,  James Kleewein ,  James Edelen ,  Jorge Pereira ,  Alexander Wetmore ,  John Winn

发明人： Tore Sundelin ,  James Kleewein ,  James Edelen ,  Jorge Pereira ,  Alexander Wetmore ,  John Winn

IPC分类号： G06F15/18 ,  G06F21/55

CPC分类号： G06F21/55 ,  G06N99/005 ,  G06Q10/107 ,  H04L51/12

摘要： Triaging electronic communications in a computing system environment can mitigate issues related to large volumes of incoming electronic communications. This can include an analysis of user-specific electronic communication data and associated behaviors to predict which communications a user is likely to deem important or unimportant. Client-side application features are exposed based on the evaluation of communication importance to enable the user to process arbitrarily large volumes of incoming communications.

摘要翻译： 在计算系统环境中调整电子通信可以减轻与大量进入电子通信相关的问题。 这可以包括对用户特定的电子通信数据和相关行为的分析，以预测用户可能认为重要或不重要的通信。 客户端应用功能基于通信重要性的评估而被公开，以使用户能够处理任意大量的传入通信。

公开(公告)号：US20120143806A1

公开(公告)日：2012-06-07

申请号：US12960923

申请日：2010-12-06

申请人： Tore Sundelin ,  James Kleewin ,  James Edelen ,  Jorge Pereira ,  Alexander Wetmore ,  John Winn

发明人： Tore Sundelin ,  James Kleewin ,  James Edelen ,  Jorge Pereira ,  Alexander Wetmore ,  John Winn

IPC分类号： G06F15/18

CPC分类号： G06N20/00

摘要： Triaging electronic communications in a computing system environment can mitigate issues related to large volumes of incoming electronic communications. This can include an analysis of user-specific electronic communication data and associated behaviors to predict which communications a user is likely to deem important or unimportant. Client-side application features are exposed based on the evaluation of communication importance to enable the user to process arbitrarily large volumes of incoming communications.

摘要翻译： 在计算系统环境中调整电子通信可以减轻与大量进入电子通信相关的问题。 这可以包括对用户特定的电子通信数据和相关行为的分析，以预测用户可能认为重要或不重要的通信。 客户端应用功能基于通信重要性的评估而被公开，以使用户能够处理任意大量的传入通信。

公开(公告)号：US20120143798A1

公开(公告)日：2012-06-07

申请号：US12961180

申请日：2010-12-06

申请人： Tore Sundelin ,  James Kleewein ,  James Edelen ,  Jorge Pereira ,  Alexander Wetmore ,  John Winn

发明人： Tore Sundelin ,  James Kleewein ,  James Edelen ,  Jorge Pereira ,  Alexander Wetmore ,  John Winn

IPC分类号： G06F15/18

CPC分类号： G06F21/55 ,  G06N99/005 ,  G06Q10/107 ,  H04L51/12

摘要： Triaging electronic communications in a computing system environment can mitigate issues related to large volumes of incoming electronic communications. This can include an analysis of user-specific electronic communication data and associated behaviors to predict which communications a user is likely to deem important or unimportant. Client-side application features are exposed based on the evaluation of communication importance to enable the user to process arbitrarily large volumes of incoming communications.

公开(公告)号：US09123021B2

公开(公告)日：2015-09-01

申请号：US12962986

申请日：2010-12-08

申请人： Tore Sundelin ,  Alexander Wetmore ,  James Edelen ,  Jorge Pereira

发明人： Tore Sundelin ,  Alexander Wetmore ,  James Edelen ,  Jorge Pereira

IPC分类号： G06F17/30 ,  G06Q10/10

CPC分类号： G06Q10/10 ,  G06F17/30613

摘要： A message is delivered to an external indexing service when a link is located within a given communication. The message includes a request to index content contained within the link to ensure that the link is indexed. When a keyword search query is performed within the communication system, both a local index and an external index associated with the external indexing service are queried. Results from the query are merged and surfaced.

摘要翻译： 当链接位于给定的通信中时，消息被传送到外部索引服务。 消息包括索引链接中包含的内容的请求，以确保链接被索引。 当在通信系统中执行关键字搜索查询时，查询与外部索引服务相关联的本地索引和外部索引。 查询结果合并并浮出水面。

公开(公告)号：US20120150839A1

公开(公告)日：2012-06-14

申请号：US12962986

申请日：2010-12-08

申请人： Tore Sundelin ,  Alexander Wetmore ,  James Edelen ,  Jorge Pereira

发明人： Tore Sundelin ,  Alexander Wetmore ,  James Edelen ,  Jorge Pereira

IPC分类号： G06F17/30

CPC分类号： G06Q10/10 ,  G06F17/30613

摘要： A message is delivered to an external indexing service when a link is located within a given communication. The message includes a request to index content contained within the link to ensure that the link is indexed. When a keyword search query is performed within the communication system, both a local index and an external index associated with the external indexing service are queried. Results from the query are merged and surfaced.

摘要翻译： 当链接位于给定的通信中时，消息被传送到外部索引服务。 消息包括索引链接中包含的内容的请求，以确保链接被索引。 当在通信系统中执行关键字搜索查询时，查询与外部索引服务相关联的本地索引和外部索引。 查询结果合并并浮出水面。

公开(公告)号：US08701046B2

公开(公告)日：2014-04-15

申请号：US12147611

申请日：2008-06-27

申请人： Robert Emmett McCann ,  Michael Affronti ,  Andrew Brauninger ,  James Edelen

发明人： Robert Emmett McCann ,  Michael Affronti ,  Andrew Brauninger ,  James Edelen

IPC分类号： G06F3/14

CPC分类号： H04L51/16 ,  G06F3/0482 ,  G06F3/04842 ,  G06F17/30528 ,  G06Q10/107

摘要： Techniques for the aggregate and hierarchical display of grouped items spanning multiple storage locations are described. Some techniques may aggregate items in response to user input identifying a scope for item retrieval. The user input may identify a scope such as selection of a local storage location or a search query for retrieving items. The aggregated items may span multiple storage locations and include items within the identified scope and related items outside the identified scope. A group of aggregated items are presented in a hierarchical display within a user interface. The hierarchical display may visually differentiate items inside and outside of the identified scope, and may identify parent-child relationship between related items. An aggregate header for the group of aggregated items may be displayed indicating total items in the group and a status for items in the group within the identified scope. Other embodiments are described and claimed.

摘要翻译： 描述跨越多个存储位置的分组项目的聚合和分层显示的技术。 一些技术可以根据用户输入标识项目检索的范围来聚合项目。 用户输入可以识别范围，例如选择本地存储位置或用于检索项目的搜索查询。 聚合的项目可以跨越多个存储位置，并且包括所识别的范围内的项目和在所识别的范围之外的相关项目。 一组聚合项目在用户界面内的分层显示中呈现。 层次显示可以在视觉上区分所识别的范围内部和外部的项目，并且可以识别相关项目之间的父子关系。 可以显示聚合项目组的聚合头部，指示组中的总项目以及所识别范围内组中的项目的状态。 描述和要求保护其他实施例。

公开(公告)号：US20090327972A1

公开(公告)日：2009-12-31

申请号：US12147611

申请日：2008-06-27

申请人： Robert Emmett McCann ,  Michael Affronti ,  Andrew Brauninger ,  James Edelen

发明人： Robert Emmett McCann ,  Michael Affronti ,  Andrew Brauninger ,  James Edelen

IPC分类号： G06F3/048 ,  G06F17/30

CPC分类号： H04L51/16 ,  G06F3/0482 ,  G06F3/04842 ,  G06F17/30528 ,  G06Q10/107

摘要： Techniques for the aggregate and hierarchical display of grouped items spanning multiple storage locations are described. Some techniques may aggregate items in response to user input identifying a scope for item retrieval. The user input may identify a scope such as selection of a local storage location or a search query for retrieving items. The aggregated items may span multiple storage locations and include items within the identified scope and related items outside the identified scope. A group of aggregated items are presented in a hierarchical display within a user interface. The hierarchical display may visually differentiate items inside and outside of the identified scope, and may identify parent-child relationship between related items. An aggregate header for the group of aggregated items may be displayed indicating total items in the group and a status for items in the group within the identified scope. Other embodiments are described and claimed.

摘要翻译： 描述跨越多个存储位置的分组项目的聚合和分层显示的技术。 一些技术可以根据用户输入标识项目检索的范围来聚合项目。 用户输入可以识别范围，例如选择本地存储位置或用于检索项目的搜索查询。 聚合的项目可以跨越多个存储位置，并且包括在所识别的范围内的项目以及在所识别的范围之外的相关项目。 一组聚合项目在用户界面内的分层显示中呈现。 层次显示可以在视觉上区分所识别的范围内部和外部的项目，并且可以识别相关项目之间的父子关系。 可以显示聚合项目组的聚合头部，指示组中的总项目以及所识别范围内组中的项目的状态。 描述和要求保护其他实施例。