Semantic locations prediction
    1.
    发明授权

    公开(公告)号:US10909464B2

    公开(公告)日:2021-02-02

    申请号:US15141405

    申请日:2016-04-28

    摘要: Aspects of the technology described herein provide a personalized computing experience for a user based on a predicted future semantic location of the user. In particular, a likely future location (or sequences of future locations) for a user may be determined, including contextual information about the future location. Using information from the current context of the user's current location with historical observations about the user and expected user events, out-of-routine events, or other lasting or ephemeral information, a prediction of one or more future semantic locations and corresponding confidences may be determined and used for providing personalized computing services to the user. The prediction may be provided to an application or service such as a personal assistant service associated with the user, or may be provided as an API to facilitate consumption of the prediction information by an application or service.

    Semantic Location Layer For User-Related Activity

    公开(公告)号:US20170116285A1

    公开(公告)日:2017-04-27

    申请号:US14923573

    申请日:2015-10-27

    IPC分类号: G06F17/30

    摘要: Event information is provided to a user in response to receiving a request to retrieve event information associated with the event. At least one event occurring at a particular time on a computing device associated with a user is detected and stored as an event record. The event record can include event characteristics, as well as references to files and/or data associated therewith. A request is received, preferably through a personal assistant-type application, to retrieve information associated with the event. The request may include one or more search parameters corresponding to the event characteristics. Based on the request, the event can be located and communicated to the user.

    Personalized identification of visit start

    公开(公告)号:US11276078B2

    公开(公告)日:2022-03-15

    申请号:US16916782

    申请日:2020-06-30

    摘要: Pieces of location history data corresponding to an identified place of interest are obtained. Each piece of the obtained location history data references one or more signals detected at the identified place of interest and also references temporal data that corresponds to the detected signal(s). Some of the obtained pieces of location history data that represent one or more short, pass-through visits at the identified place of interest are identified. Based on the identified pieces that represent the short visit(s), conditions for determining the intent of future detected location visits at the identified place of interest are generated. The generated conditions can then be employed to determine that a detected location visit of a particular computing device determined to be at the identified place of interest is an extended visit as opposed to a short visit.

    Personalized identification of visit start

    公开(公告)号:US10740794B2

    公开(公告)日:2020-08-11

    申请号:US15433346

    申请日:2017-02-15

    摘要: Pieces of location history data corresponding to an identified place of interest are obtained. Each piece of the obtained location history data references one or more signals detected at the identified place of interest and also references temporal data that corresponds to the detected signal(s). Some of the obtained pieces of location history data that represent one or more short, pass-through visits at the identified place of interest are identified. Based on the identified pieces that represent the short visit(s), conditions for determining the intent of future detected location visits at the identified place of interest are generated. The generated conditions can then be employed to determine that a detected location visit of a particular computing device determined to be at the identified place of interest is an extended visit as opposed to a short visit.

    Inferring User Sleep Patterns
    5.
    发明申请
    Inferring User Sleep Patterns 审中-公开
    推荐用户睡眠模式

    公开(公告)号:US20160292584A1

    公开(公告)日:2016-10-06

    申请号:US14675390

    申请日:2015-03-31

    IPC分类号: G06N7/00 G06N99/00

    摘要: Methods, computer systems, and computer storage media are provided for inferring sleep-related aspects for a user based, in part, on sensor data reflecting user activity detected by one or more sensors. In an embodiment, a user sleep model is trained using a dataset that includes previously-sensed data, descriptive information associated with the previously-sensed data, and/or interpretive data extracted from the previously-sensed data describing circumstances surrounding users when the data was acquired. In an embodiment, services providing time-sensitive recommendations personalized for a user's sleeping pattern using the inferred sleep-related aspects.

    摘要翻译: 提供方法,计算机系统和计算机存储介质,用于部分地基于反映由一个或多个传感器检测到的用户活动的传感器数据来推断用户的睡眠相关方面。 在一个实施例中,使用包括先前感测到的数据,与先前感测到的数据相关联的描述信息的数据集和/或从先前感测到的数据中提取的解释性数据来描述用户睡眠模型,所述数据描述当数据为 获得了 在一个实施例中,使用推断出的睡眠相关方面为用户的睡眠模式提供个性化的时间敏感性建议的服务。

    User objective assistance technologies

    公开(公告)号:US12073347B2

    公开(公告)日:2024-08-27

    申请号:US17746224

    申请日:2022-05-17

    IPC分类号: G06Q10/0631 G06Q10/109

    摘要: In some implementations, a first set of user activity data is received from a plurality of sensors where the first set of user activity data corresponds to a plurality of users. A task list of an objective is extracted from the received first set of user activity data based on patterns formed in the first set of user activity data in association with the plurality of users pursuing the objective. Based on determining a second set of user activity data indicates pursuit of the objective by a user, it is determined that at least a task of the task list is uncompleted by the user based on comparing the second set of user activity data to the task. Content corresponding to the task is provided to a user device associated with the user based on determining the task is uncompleted.

    User objective assistance technologies

    公开(公告)号:US11361266B2

    公开(公告)日:2022-06-14

    申请号:US15464154

    申请日:2017-03-20

    IPC分类号: G06Q10/06 G06Q10/10

    摘要: In some implementations, a first set of user activity data is received from a plurality of sensors where the first set of user activity data corresponds to a plurality of users. A task list of an objective is extracted from the received first set of user activity data based on patterns formed in the first set of user activity data in association with the plurality of users pursuing the objective. Based on determining a second set of user activity data indicates pursuit of the objective by a user, it is determined that at least a task of the task list is uncompleted by the user based on comparing the second set of user activity data to the task. Content corresponding to the task is provided to a user device associated with the user based on determining the task is uncompleted.

    User event pattern prediction and presentation

    公开(公告)号:US10567568B2

    公开(公告)日:2020-02-18

    申请号:US15994135

    申请日:2018-05-31

    摘要: Aspects of the technology described herein provide visual representations of future user events for improved graphical user interfaces and improved computing services provided to a computer user. In one particular embodiment, using the one or more sensors, information about a current event, which may include a current location of the user, is determined. Based on at least the current event, a prediction of future events or event patterns in association with the user is determined. Each user event pattern can include one or more future events, such as activities, meetings, or location visits, corresponding with the user. Thereafter, the user event patterns can be presented via a graphical user interface. Each user event pattern can be visually represented as a sequence of events in which the user might partake over a timeframe, and may include a corresponding probability of the user's likelihood of partaking in the event.

    Semantic Locations Prediction
    9.
    发明申请
    Semantic Locations Prediction 审中-公开
    语义位置预测

    公开(公告)号:US20160321551A1

    公开(公告)日:2016-11-03

    申请号:US15141405

    申请日:2016-04-28

    IPC分类号: G06N5/04 G06N7/00

    摘要: Aspects of the technology described herein provide a personalized computing experience for a user based on a predicted future semantic location of the user. In particular, a likely future location (or sequences of future locations) for a user may be determined, including contextual information about the future location. Using information from the current context of the user's current location with historical observations about the user and expected user events, out-of-routine events, or other lasting or ephemeral information, a prediction of one or more future semantic locations and corresponding confidences may be determined and used for providing personalized computing services to the user. The prediction may be provided to an application or service such as a personal assistant service associated with the user, or may be provided as an API to facilitate consumption of the prediction information by an application or service.

    摘要翻译: 本文描述的技术的方面基于用户的预测未来语义位置为用户提供个性化的计算体验。 特别地,可以确定用户可能的未来位置(或未来位置的顺序),包括关于未来位置的上下文信息。 使用来自用户当前位置的当前上下文的信息与关于用户和预期用户事件,异常事件或其他持久或短暂信息的历史观察结果,一个或多个未来语义位置的预测和相应的置信度可以是 确定并用于向用户提供个性化计算服务。 预测可以被提供给诸如与用户相关联的个人助理服务的应用或服务,或者可以被提供为API,以便于应用或服务消耗预测信息。