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公开(公告)号：US20140250050A1
公开(公告)日：2014-09-04
申请号：US14148346
申请日：2014-01-06
IPC分类号： G06N5/04
CPC分类号： G06N7/005 , G06N5/022 , G06N5/04 , G06N5/048 , G06N99/005 , G06Q30/0201
摘要： A relational event history is determined based on a data set, the relational event history including a set of relational events that occurred in time among a set of actors. Data is populated in a probability model based on the relational event history, where the probability model is formulated as a series of conditional probabilities that correspond to a set of sequential decisions by an actor for each relational event, where the probability model includes one or more statistical parameters and corresponding statistics, and where at least one of the one or more statistics is determined using a decay function. A baseline communications behavior for the relational event history is determined based on the populated probability model, and, based on a second set of values for the statistical parameters, departures within the relational event history from the baseline communications behavior are determined.
摘要翻译： 关系事件历史是基于数据集确定的，关系事件历史包括在一组角色之间及时发生的一组关系事件。 数据被填充在基于关系事件历史的概率模型中，其中概率模型被形成为一系列条件概率，其对应于每个关系事件的行为者的一组顺序决定，其中概率模型包括一个或多个 统计参数和相应的统计信息，并且其中使用衰减函数确定一个或多个统计信息中的至少一个。 基于填充的概率模型来确定关系事件历史的基线通信行为，并且基于用于统计参数的第二组值，确定关系事件历史与基线通信行为之间的偏离。
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公开(公告)号：US20140250052A1
公开(公告)日：2014-09-04
申请号：US14148208
申请日：2014-01-06
IPC分类号： G06N5/02
摘要： A relational event history is determined based on a data set, the relational event history including a set of relational events that occurred in time among a set of actors. Data is populated in a probability model based on the relational event history, where the probability model is formulated as a series of conditional probabilities that correspond to a set of sequential decisions by an actor for each relational event. The set of sequential decisions includes a decision to send a communication, and one or more decisions as to recipients. For a relational event in the relational event history, one or more possible sequences in which the actor decided to include the recipients of the communication are determined. A baseline communications behavior for the relational event history is determined, and departures from the baseline communications behavior within the relational event history are determined.
摘要翻译： 关系事件历史是基于数据集确定的，关系事件历史包括在一组角色之间及时发生的一组关系事件。 基于关系事件历史将概率模型中的数据填充到概率模型中，其中概率模型被形成为一系列条件概率，其对应于每个关系事件的行为者的一组顺序决定。 一系列顺序决定包括发送通信的决定以及对接收者的一个或多个决定。 对于关系事件历史中的关系事件，确定行为者决定包括通信的接收者的一个或多个可能的序列。 确定关系事件历史的基线通信行为，并确定关系事件历史中的基线通信行为的偏离。
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公开(公告)号：US20140250048A1
公开(公告)日：2014-09-04
申请号：US14148167
申请日：2014-01-06
IPC分类号： G06N5/04
摘要： A relational event history is determined based on a data set, the relational event history. Data is populated in a probability model based on the relational event history, where the probability model is formulated as a series of conditional probabilities that correspond to a set of sequential decisions by an actor for each relational event, where the set of sequential decisions includes at least two decisions as to recipients of a relational event, where the probability model includes one or more statistical parameters and corresponding statistics that relate to one or more of senders, modes, topics, or recipients of relational events. A baseline communications behavior for the relational event history is determined based on the populated probability model, the baseline including a first set of values for the one or more statistical parameters, and departures within the relational event history from the baseline communications behavior are determined.
摘要翻译： 关系事件历史根据数据集，关系事件历史确定。 基于关系事件历史，在概率模型中填充数据，其中概率模型被形成为一系列条件概率，其对应于每个关系事件的行为者的一组顺序决定，其中所述一组顺序决策包括在 关于关系事件的接收者的至少两个决定，其中概率模型包括与关系事件的发送者，模式，主题或接收者中的一个或多个相关联的一个或多个统计参数和相应的统计信息。 基于填充概率模型确定关系事件历史的基线通信行为，确定基线包括关于一个或多个统计参数的第一组值，以及关系事件历史中与基线通信行为之间的偏差。
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公开(公告)号：US10776708B2
公开(公告)日：2020-09-15
申请号：US15399147
申请日：2017-01-05
摘要： A relational event history is determined based on a data set, the relational event history including a set of relational events that occurred in time among a set of actors. Data is populated in a probability model based on the relational event history, where the probability model is formulated as a series of conditional probabilities that correspond to a set of sequential decisions by an actor for each relational event, where the probability model includes one or more statistical parameters and corresponding statistics. A baseline communications behavior for the relational event history is determined based on the populated probability model, and departures within the relational event history from the baseline communications behavior are determined.
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公开(公告)号：US20140250033A1
公开(公告)日：2014-09-04
申请号：US14148181
申请日：2014-01-06
摘要： A relational event history is determined based on a data set, the relational event history including a set of relational events that occurred in time among a set of actors. Data is populated in a probability model based on the relational event history, where the probability model is formulated as a series of conditional probabilities that correspond to a set of sequential decisions by an actor for each relational event, and where the probability model includes one or more statistical parameters and corresponding statistics. A baseline communications behavior for the relational event history is determined based on the populated probability model, and departures from the baseline communications behavior within the relational event history are determined. Determining departures includes determining and testing a hypothesis regarding communications behavior within the relational event history.
摘要翻译： 关系事件历史是基于数据集确定的，关系事件历史包括在一组角色之间及时发生的一组关系事件。 基于关系事件历史将概率模型中的数据填充到概率模型中，其中将概率模型表示为一系列条件概率，该条件概率对应于每个关系事件的行为者的一组顺序决定，并且其中概率模型包括一个或 更多的统计参数和相应的统计数据。 基于填充概率模型确定关系事件历史的基线通信行为，并且确定关系事件历史内的基线通信行为的偏离。 确定离职包括确定和测试关系事件历史中关于通信行为的假设。
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公开(公告)号：US20170116541A1
公开(公告)日：2017-04-27
申请号：US15399147
申请日：2017-01-05
IPC分类号： G06N7/00
摘要： A relational event history is determined based on a data set, the relational event history including a set of relational events that occurred in time among a set of actors. Data is populated in a probability model based on the relational event history, where the probability model is formulated as a series of conditional probabilities that correspond to a set of sequential decisions by an actor for each relational event, where the probability model includes one or more statistical parameters and corresponding statistics. A baseline communications behavior for the relational event history is determined based on the populated probability model, and departures within the relational event history from the baseline communications behavior are determined.
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公开(公告)号：US09542650B2
公开(公告)日：2017-01-10
申请号：US14148346
申请日：2014-01-06
CPC分类号： G06N7/005 , G06N5/022 , G06N5/04 , G06N5/048 , G06N99/005 , G06Q30/0201
摘要： A relational event history is determined based on a data set, the relational event history including a set of relational events that occurred in time among a set of actors. Data is populated in a probability model based on the relational event history, where the probability model is formulated as a series of conditional probabilities that correspond to a set of sequential decisions by an actor for each relational event, where the probability model includes one or more statistical parameters and corresponding statistics, and where at least one of the one or more statistics is determined using a decay function. A baseline communications behavior for the relational event history is determined based on the populated probability model, and, based on a second set of values for the statistical parameters, departures within the relational event history from the baseline communications behavior are determined.
摘要翻译： 关系事件历史是基于数据集确定的，关系事件历史包括在一组角色之间及时发生的一组关系事件。 数据被填充在基于关系事件历史的概率模型中，其中概率模型被形成为一系列条件概率，其对应于每个关系事件的行为者的一组顺序决定，其中概率模型包括一个或多个 统计参数和相应的统计信息，并且其中使用衰减函数确定一个或多个统计信息中的至少一个。 基于填充的概率模型来确定关系事件历史的基线通信行为，并且基于用于统计参数的第二组值，确定关系事件历史与基线通信行为之间的偏离。
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公开(公告)号：US20140250049A1
公开(公告)日：2014-09-04
申请号：US14148262
申请日：2014-01-06
IPC分类号： G06N5/04
摘要： One or more user inputs are received. A relational event history is determined based on a data set, where the relational event history includes a set of relational events that occurred in time among a set of actors. Data is populated in a probability model based on the relational event history, where the probability model includes one or more statistical parameters and corresponding statistics that relate to one or more of senders of relational events, modes of relational events, topics of relational events, or recipients of relational events. Graphical analyses of the relational event history are output based on the one or more user inputs.
摘要翻译： 接收一个或多个用户输入。 关系事件历史是基于数据集确定的，其中关系事件历史包括在一组角色之间及时发生的一组关系事件。 基于关系事件历史将数据填充在概率模型中，其中概率模型包括一个或多个统计参数和与关系事件的发送者，关系事件模式，关系事件主题或关系事件主题中的一个或多个相关联的相应统计信息 关系事件的接收者 基于一个或多个用户输入输出关系事件历史记录的图形分析。
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公开(公告)号：US20140249785A1
公开(公告)日：2014-09-04
申请号：US14148164
申请日：2014-01-06
IPC分类号： G06N7/00
摘要： A relational event history is determined based on a data set, where the relational event history includes a set of relational events that occurred in time among a set of actors. Data is populated in a probability model based on the relational event history, where the probability model is formulated as a series of conditional probabilities that correspond to a set of sequential decisions by an actor for each relational event, the probability model including one or more statistical parameters and corresponding statistics that relate to one or more of senders of relational events, modes of relational events, topics of relational events, or recipients of relational events. A baseline communications behavior for the relational event history is determined, the baseline including a first set of values for the one or more statistical parameters, and departures from the baseline communications behavior are determined.
摘要翻译： 关系事件历史是基于数据集确定的，其中关系事件历史包括在一组角色之间及时发生的一组关系事件。 基于关系事件历史，在概率模型中填充数据，其中概率模型被形成为一系列条件概率，其对应于每个关系事件的行为者的一组顺序决定，概率模型包括一个或多个统计 与关系事件的发送者，关系事件的模式，关系事件的主题或关系事件的接收者相关的参数和相应的统计信息。 确定关系事件历史的基线通信行为，确定基线包括一个或多个统计参数的第一组值，以及离开基线通信行为。
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