Notification platform architecture
    1.
    发明授权
    Notification platform architecture 有权
    通知平台架构

    公开(公告)号:US07975015B2

    公开(公告)日:2011-07-05

    申请号:US11749508

    申请日:2007-05-16

    IPC分类号: G06F15/16

    CPC分类号: G06Q10/107

    摘要: The present invention relates to a system and methodology to enable a variety of information associated with one or more notification sources to be directed to one or more notification sinks via a notification platform architecture. The architecture includes a context analyzer for determining a user's state such as location and attentional focus, wherein the user's state is employed by a notification manager to make decisions regarding what, when and how information generated by the notification sources should be forwarded to the notification sinks, for example. These decisions can include a cost benefit analysis wherein considerations are given as to whether the benefits of notifying the user are outweighed by the costs of disrupting the user. Decision-theoretic policies and/or somewhat less formal heuristic policies can be employed to enable the decision-making process within the notification manager.

    摘要翻译: 本发明涉及一种使得能够通过通知平台架构将与一个或多个通知源相关联的各种信息定向到一个或多个通知汇的系统和方法。 该架构包括用于确定用户的状态(例如位置和注意焦点)的上下文分析器,其中,通知管理器使用用户的状态来做出关于通知源生成的信息何时以及如何被转发到通知汇的决定 , 例如。 这些决定可以包括成本效益分析,其中考虑到通知用户的益处是否超过了中断用户的成本。 可以采用决策理论政策和/或一些较不正式的启发式策略来使通知管理器内的决策过程成为可能。

    Notification platform architecture
    2.
    发明授权
    Notification platform architecture 有权
    通知平台架构

    公开(公告)号:US07249159B1

    公开(公告)日:2007-07-24

    申请号:US09596365

    申请日:2000-06-17

    IPC分类号: G06F15/16

    摘要: An architecture for a notification platform is disclosed. In one embodiment, the architecture includes a user mechanism, one or more notification sources and sinks, and a notification manager. The user mechanism stores information regarding notification parameters of a user, such as the user's default notification preferences, and may also contain, access, and/or infer contextual information. Each notification source generates notifications intended for the user, while each notification sink can provide the notifications to the user. Notification sources and sinks provide information via standardized notification schema. The notification manager is designed to appropriately convey the notifications generated by the sources to the sinks, based on information provided by the user mechanism, and by the sources and sinks. As disclosed, the architecture is applicable to entities other users as well.

    摘要翻译: 公开了一种通知平台架构。 在一个实施例中,该架构包括用户机制,一个或多个通知源和汇点以及通知管理器。 用户机构存储关于用户的通知参数的信息,诸如用户的默认通知偏好,并且还可以包含,访问和/或推断上下文信息。 每个通知源产生针对用户的通知,而每个通知接收器可以向用户提供通知。 通知源和汇通过标准化通知模式提供信息。 通知管理器被设计为基于由用户机制提供的信息以及源和汇来适当地传送由源产生的通知给汇。 如所公开的,该架构也适用于其他用户的实体。

    Notification platform architecture
    3.
    发明授权
    Notification platform architecture 有权
    通知平台架构

    公开(公告)号:US07457879B2

    公开(公告)日:2008-11-25

    申请号:US11737247

    申请日:2007-04-19

    IPC分类号: G06F15/16 G06F17/00

    CPC分类号: G06Q10/107

    摘要: The present invention relates to a system and methodology to enable a variety of information associated with one or more notification sources to be directed to one or more notification sinks via a notification platform architecture. The architecture includes a context analyzer for determining a user's state such as location and attentional focus, wherein the user's state is employed by a notification manager to make decisions regarding what, when and how information generated by the notification sources should be forwarded to the notification sinks, for example. These decisions can include a cost benefit analysis wherein considerations are given as to whether the benefits of notifying the user are outweighed by the costs of disrupting the user. Decision-theoretic policies and/or somewhat less formal heuristic policies can be employed to enable the decision-making process within the notification manager.

    摘要翻译: 本发明涉及一种使得能够通过通知平台架构将与一个或多个通知源相关联的各种信息定向到一个或多个通知汇的系统和方法。 该架构包括用于确定用户的状态(例如位置和注意焦点)的上下文分析器,其中,通知管理器使用用户的状态来做出关于通知源生成的信息何时以及如何被转发到通知汇的决定 , 例如。 这些决定可以包括成本效益分析,其中考虑到通知用户的益处是否超过了中断用户的成本。 可以采用决策理论政策和/或一些较不正式的启发式策略来使通知管理器内的决策过程成为可能。

    Notification platform architecture
    4.
    发明授权
    Notification platform architecture 有权
    通知平台架构

    公开(公告)号:US07243130B2

    公开(公告)日:2007-07-10

    申请号:US10220419

    申请日:2001-03-16

    IPC分类号: G06F15/16

    摘要: The present invention relates to a system (10) and methodology (170, 173, 180, 400, 600, 1000) to enable a variety of information associated with one or more notification sources (26-28) to be directed to one or more notification sinks (36-38) via a notification platform architecture (10). The architecture (10) includes a context analyzer (22) for determining a user's state such as location and attentional focus, wherein the user's state is employed by a notification manager (24) to make decisions regarding what, when and how information generated by the notification sources (26-28) should be forwarded to the notification sinks (36-38), for example. These decisions can include a cost benefit analysis wherein considerations are given as to whether the benefits of notifying the user are outweighed by the costs of disrupting the user. Decision-theoretic policies (177, 180) and/or somewhat less formal heuristic policies (177) can be employed to enable the decision-making process within the notification manager (24).

    摘要翻译: 本发明涉及一种系统(10)和方法(170,173,180,400,600,1000),以使得能够将与一个或多个通知源(26-28)相关联的各种信息指向一个或多个 通知池(36-38)通过通知平台架构(10)。 架构(10)包括用于确定诸如位置和注意焦点之类的用户状态的上下文分析器(22),其中,所述用户的状态由通知管理器(24)采用来做出关于由 通知来源(26-28)应该转发到通知汇(36 - 38)。 这些决定可以包括成本效益分析,其中考虑到通知用户的益处是否超过了中断用户的成本。 可以采用决策理论政策(177,180)和/或一些不那么正式的启发式政策(177)来实现通知管理器(24)内的决策过程。

    Contextual models and methods for inferring attention and location
    5.
    发明授权
    Contextual models and methods for inferring attention and location 有权
    用于推断注意力和位置的上下文模型和方法

    公开(公告)号:US06601012B1

    公开(公告)日:2003-07-29

    申请号:US09596364

    申请日:2000-06-17

    IPC分类号: G06F300

    摘要: Determination of the current context of the user, such as the user's current location and attentional state, is disclosed. The determined context can be used to assist determination as to whether, when and how notifications intended for the user should be conveyed to him or her. In varying embodiments of the invention, the context is determined via one or more of: direct specification by the user; direct measurement using one or more sensors; a user-modifiable profile indicating context; one or more potentially user-modifiable rules that indicate context; and, and inferential analysis utilizing a model, such as a Bayesian network or other statistical model.

    摘要翻译: 公开了用户的当前上下文的确定,例如用户的当前位置和注意状态。 确定的上下文可用于帮助确定是否,何时以及如何向用户传达针对用户的通知。 在本发明的不同实施例中,上下文通过用户的直接指定中的一个或多个来确定; 使用一个或多个传感器进行直接测量; 用户可修改的表示上下文的配置文件; 指示上下文的一个或多个潜在的用户可修改规则; 以及使用诸如贝叶斯网络或其他统计模型的模型的推理分析。

    Decision theoretic principles and policies for notification
    6.
    发明授权
    Decision theoretic principles and policies for notification 有权
    决策理论原则和通知政策

    公开(公告)号:US06513026B1

    公开(公告)日:2003-01-28

    申请号:US09596348

    申请日:2000-06-17

    IPC分类号: G06F1700

    摘要: Performance of a decision-theoretic analysis to determine which notifications as can be received from notification sources should be conveyed to the user, and via which modes of which notification sinks, is disclosed. A value can be determined for each mode of each notification sink, equal to an expected value of information contained within the notification, minus an expected cost of disruption to convey the notification via each mode of each sink, minus an expected value of the user independently learning the information contained with the notification without notification, and minus an actual cost of conveying the notification via each mode of each sink. If this value is greater than a predetermined conveyance threshold for any mode of any sink, then the notification is conveyed via the mode of the sink having the highest such value.

    摘要翻译: 执行决策理论分析以确定可以从通知源接收哪些通知应该被传达给用户,并且通过哪个通知的方式被公开。 可以为每个通知接收器的每个模式确定一个值,等于通知中包含的信息的预期值,减去预期的中断成本,以便通过每个接收器的每种模式传达通知,减去用户的预期值 学习通知中包含的信息而不通知,减去通过每个接收器的每个模式传送通知的实际成本。 如果该值大于任何接收器的任何模式的预定传送阈值,则通过具有最高此值的信宿的模式来传送该通知。

    Priorities generation and management
    7.
    发明授权
    Priorities generation and management 有权
    优先生成和管理

    公开(公告)号:US08024415B2

    公开(公告)日:2011-09-20

    申请号:US10220550

    申请日:2001-03-16

    IPC分类号: G06F15/16 G06F3/00

    摘要: The present invention relates to a system (10, 200) and methodology (74) to enable a plurality of information associated with electronic messages, for example, to be automatically prioritized by a priorities system (12, 230) for transmittal to a user or system. The priorities system (12,230) can employ classifiers (20) that can be explicitly and/or implicitly trained to prioritize one or more received messages (14) according to a learned importance to the user. As an example, messages (14) can be classified as high, medium, low or other degrees of importance via a training set of examples (30) or types of messages having similar degrees of importance. A background monitor (34) can be provided to monitor a user's activities regarding message processing to further refine or tune the classifier (20) according to the user's personal decisions relating to message importance. Other priorities classifications can involve determinations relating to a loss associated with a time for delayed review or processing of the message.

    摘要翻译: 本发明涉及一种系统(10,200)和方法(74),其能够使与电子消息相关联的多个信息例如由优先权系统(12,230)自动优先排列以传送给用户或 系统。 优先级系统(12,230)可以使用可以被明确地和/或隐式训练的分类器(20),以根据对用户的学习重要性对一个或多个接收到的消息(14)进行优先级排序。 作为示例,消息(14)可以经由示例(30)的训练集或具有相似重要度的消息的类型被分类为高,中,低或其他重要程度。 可以提供背景监视器(34)以监视用户关于消息处理的活动,以根据用户关于消息重要性的个人决定来进一步细化或调整分类器(20)。 其他优先级分类可以涉及与延迟审查或处理消息的时间相关的损失的确定。

    Methods for and applications of learning and inferring the periods of time until people are available or unavailable for different forms of communication, collaboration, and information access
    8.
    发明授权
    Methods for and applications of learning and inferring the periods of time until people are available or unavailable for different forms of communication, collaboration, and information access 有权
    学习方法和应用,并推断出人们可用或不可用于不同形式的沟通,协作和信息访问的时间

    公开(公告)号:US07519676B2

    公开(公告)日:2009-04-14

    申请号:US11047210

    申请日:2005-01-31

    IPC分类号: G06F15/16

    CPC分类号: G06Q10/109

    摘要: A system and method are provided to learn and infer the time until a user will be available for communications, collaboration, or information access, given evidence about such observations as time of day, calendar, location, presence, and activity. The methods can be harnessed to coordinate communications between parties via particular modalities of interaction. The system includes a user state identifier that determines a user's state from background knowledge, the flow of time, or one or more context information sources. A data log can be employed to store information about user state changes and observational evidence to accumulate statistics and build inferential models of the availability and unavailability of users for different kinds of communication, collaboration, and information access. A forecaster is constructed from the accumulated statistics and/or learned models to enable a determination of a user's likely return, or, more generally, the probability distribution over a user's likely return to particular states of availability. The forecaster can be employed to cache information for offline access, drive displays of availability and unavailability, to send messages that include availability forecasts, and to automatically perform scheduling or rescheduling of communications.

    摘要翻译: 提供了一种系统和方法,用于了解和推断直到用户可用于通信,协作或信息访问的时间,给出有关诸如时间,日历,位置,存在和活动之类的观察的证据。 可以利用这些方法通过特定的交互方式协调各方之间的通信。 该系统包括从背景知识,时间流或者一个或多个上下文信息源确定用户状态的用户状态标识符。 可以使用数据日志来存储关于用户状态变化和观察证据的信息,以累积统计信息,并构建用于不同种类的通信,协作和信息访问的可用性和不可用性的推理模型。 预测者是由累积的统计学和/或学习模型构成的,以便确定用户的可能回报,或者更一般地说,用户可能返回特定可用状态的概率分布。 可以使用预测器缓存信息以进行离线访问,驱动显示可用性和不可用性,以发送包括可用性预测的消息,并自动执行调度或重新安排通信。

    Methods for and applications of learning and inferring the periods of time until people are available or unavailable for different forms of communication, collaboration, and information access
    9.
    发明授权
    Methods for and applications of learning and inferring the periods of time until people are available or unavailable for different forms of communication, collaboration, and information access 有权
    学习方法和应用,并推断出人们可用或不可用于不同形式的沟通,协作和信息访问的时间

    公开(公告)号:US07409423B2

    公开(公告)日:2008-08-05

    申请号:US09894087

    申请日:2001-06-28

    IPC分类号: G06F15/16

    CPC分类号: G06Q10/109

    摘要: A system and methods are provided to learn and infer the time until a user will be available for communications, collaboration, or information access, given evidence about such observations as time of day, calendar, location, presence, and activity. The methods can be harnessed to coordinate communications between parties via particular modalities of interaction. The system includes a user state identifier that determines a user's state from background knowledge, the flow of time, or one or more context information sources. A data log can be employed to store information about user state changes and observational evidence to accumulate statistics and build inferential models of the availability and unavailability of users for different kinds of communication, collaboration, and information access. A forecaster is constructed from the accumulated statistics and/or learned models to enable a determination of a user's likely return, or, more generally, the probability distribution over a user's likely return to particular states of availability. The forecaster can be employed to cache information for offline access, drive displays of availability and unavailability, to send messages that include availability forecasts, and to automatically perform scheduling or rescheduling of communications.

    摘要翻译: 提供了一种系统和方法,以了解和推断直到用户可用于通信,协作或信息访问的时间,给出关于诸如时间,日历,位置,存在和活动等观察的证据。 可以利用这些方法通过特定的交互方式协调各方之间的通信。 该系统包括从背景知识,时间流或者一个或多个上下文信息源确定用户状态的用户状态标识符。 可以使用数据日志来存储关于用户状态变化和观察证据的信息,以累积统计信息,并构建用于不同种类的通信,协作和信息访问的可用性和不可用性的推理模型。 预测者是由累积的统计学和/或学习模型构成的,以便确定用户的可能回报,或者更一般地说,用户可能返回特定可用状态的概率分布。 可以使用预测器缓存信息以进行离线访问,驱动显示可用性和不可用性,以发送包括可用性预测的消息,并自动执行调度或重新安排通信。

    Methods for and applications of learning and inferring the periods of time until people are available or unavailable for different forms of communication, collaboration, and information access
    10.
    发明授权
    Methods for and applications of learning and inferring the periods of time until people are available or unavailable for different forms of communication, collaboration, and information access 失效
    学习方法和应用,并推断出人们可用或不可用于不同形式的沟通,协作和信息访问的时间

    公开(公告)号:US07305437B2

    公开(公告)日:2007-12-04

    申请号:US11047128

    申请日:2005-01-31

    IPC分类号: G06F15/16

    CPC分类号: G06Q10/109

    摘要: A system and method are provided to learn and infer the time until a user will be available for communications, collaboration, or information access, given evidence about such observations as time of day, calendar, location, presence, and activity. The methods can be harnessed to coordinate communications between parties via particular modalities of interaction. The system includes a user state identifier that determines a user's state from background knowledge, the flow of time, or one or more context information sources. A data log can be employed to store information about user state changes and observational evidence to accumulate statistics and build inferential models of the availability and unavailability of users for different kinds of communication, collaboration, and information access. A forecaster is constructed from the accumulated statistics and/or learned models to enable a determination of a user's likely return, or, more generally, the probability distribution over a user's likely return to particular states of availability. The forecaster can be employed to cache information for offline access, drive displays of availability and unavailability, to send messages that include availability forecasts, and to automatically perform scheduling or rescheduling of communications.

    摘要翻译: 提供了一种系统和方法,用于了解和推断直到用户可用于通信,协作或信息访问的时间,给出有关诸如时间,日历,位置,存在和活动之类的观察的证据。 可以利用这些方法通过特定的交互方式协调各方之间的通信。 该系统包括从背景知识,时间流或者一个或多个上下文信息源确定用户状态的用户状态标识符。 可以使用数据日志来存储关于用户状态变化和观察证据的信息,以累积统计信息,并构建用于不同种类的通信,协作和信息访问的可用性和不可用性的推理模型。 预测者是由累积的统计学和/或学习模型构成的,以便确定用户的可能回报,或者更一般地说,用户可能返回特定可用状态的概率分布。 可以使用预测器缓存信息以进行离线访问,驱动显示可用性和不可用性,以发送包括可用性预测的消息,并自动执行调度或重新安排通信。