Estimating affective response to a token instance of interest
    11.
    发明授权
    Estimating affective response to a token instance of interest 有权
    估计对感兴趣的令牌实例的情感反应

    公开(公告)号:US09015084B2

    公开(公告)日:2015-04-21

    申请号:US13656704

    申请日:2012-10-20

    IPC分类号: G06F15/18 G06N99/00 G06Q10/06

    摘要: A user may be exposed to multiple token instances representing stimuli that may influence the affective state of the user. Described herein are embodiments of systems, method, and computer programs for estimating affective response to a token instance of interest, selected from among the token instances. In one example embodiment, the token instance of interest is a token instance for which attention level of the user is higher than at least one other token instance.

    摘要翻译: 用户可以暴露于表示可能影响用户的情感状态的刺激的多个令牌实例。 这里描述了用于估计对于从令牌实例中选择的感兴趣的令牌实例的情感响应的系统,方法和计算机程序的实施例。 在一个示例实施例中,感兴趣的令牌实例是用户的注意级别高于至少一个其他令牌实例的令牌实例。

    Reducing transmissions of measurements of affective response by identifying actions that imply emotional response
    12.
    发明申请
    Reducing transmissions of measurements of affective response by identifying actions that imply emotional response 审中-公开
    通过识别暗示情感反应的动作来减少情感反应测量的传播

    公开(公告)号:US20150040149A1

    公开(公告)日:2015-02-05

    申请号:US14521778

    申请日:2014-10-23

    IPC分类号: H04N21/442 G06N99/00

    摘要: A system, method, and computer product for reducing volume of transmissions of measurements of affective response are described herein. In one embodiment, an interaction analyzer receives a description of an interaction of a user with a media controller that controls presentation of content to the user. The interaction analyzer identifies from the description an action that causes a deviation from a progression of presentation of the content that would have occurred had the action not taken place. A transmitter sends a request to transmit measurements of affective response, taken by a sensor, during a window during which the user likely expressed an affective response related to the action. In some embodiments, the request is received by a transceiver coupled to the sensor with memory sufficient to store measurements of affective response of the user taken since the start of the window, which precedes the time the request is sent.

    摘要翻译: 这里描述了用于减少情感反应测量的传输量的系统,方法和计算机产品。 在一个实施例中,交互分析器接收用户与媒体控制器的交互的描述,所述媒体控制器控制向用户呈现内容。 交互分析器从描述中识别出一个动作,如果没有发生动作,则会导致偏离内容的呈现进度。 在用户可能表达与该动作相关的情绪反应的窗口期间,发射机发送传送由传感器拍摄的情感响应的测量的请求。 在一些实施例中,由耦合到传感器的收发器接收该请求,该存储器具有足以存储自在发送请求之后的窗口开始以来所采用的用户的情感响应的测量值的存储器。

    Reducing power consumption of sensor by overriding instructions to measure
    14.
    发明申请
    Reducing power consumption of sensor by overriding instructions to measure 审中-公开
    通过覆盖指示来测量传感器的功耗

    公开(公告)号:US20150033056A1

    公开(公告)日:2015-01-29

    申请号:US14516908

    申请日:2014-10-17

    IPC分类号: G06F1/32

    摘要: Systems and methods for reducing power consumption of a device utilized to measure affective response to content by overriding selections of a mode-selector. The mode-selector receives tags corresponding to segments of content. The mode-selector selects, based on the tags, modes for operating the device to measure affective response to the segments. A threshold module receives measurements of the user's state, taken by a sensor, and indicates whether a predefined threshold is reached by the measurements. If reached, the device is operated according to a first mode to measure the affective response. Otherwise, the device is operated according to a second mode to measure the affective response. The power consumption of the device when operating in the second mode is significantly lower than the power consumption of the device when operating in the first mode.

    摘要翻译: 用于通过覆盖模式选择器的选择来减少用于测量对内容的情感响应的设备的功耗的系统和方法。 模式选择器接收与内容段相对应的标签。 模式选择器基于标签选择用于操作设备的模式以测量对段的情感响应。 阈值模块接收由传感器拍摄的用户状态的测量,并且指示是否通过测量达到预定阈值。 如果到达,则根据第一模式操作设备以测量情感响应。 否则,根据第二模式操作设备以测量情感响应。 当在第二模式中操作时,设备的功耗明显低于在第一模式下操作时设备的功耗。

    Methods for training saturation-compensating predictors of affective response to stimuli
    15.
    发明授权
    Methods for training saturation-compensating predictors of affective response to stimuli 有权
    训练对刺激情感反应的饱和补偿预测因子的方法

    公开(公告)号:US08863619B2

    公开(公告)日:2014-10-21

    申请号:US13168965

    申请日:2011-06-25

    IPC分类号: G06F15/18 G06N99/00

    CPC分类号: G06N99/005 G06F3/013 G06N5/02

    摘要: Described herein are methods for training a machine learning-based predictor of affective response to stimuli. The methods involve receiving samples comprising temporal windows of token instances to which a user was exposed, and target values representing affective response annotations of the user in response to the temporal windows of token instances. This data is used for the training of the predictor along with values indicative of the number of the token instances in the temporal windows of token instances, which are used to compensate for non-linear effects resulting from saturation of the user.

    摘要翻译: 这里描述了用于训练基于机器学习的对刺激的情感反应的预测器的方法。 所述方法涉及接收包括用户所暴露的令牌实例的时间窗口的样本,以及响应于令牌实例的时间窗口表示用户的情感响应注释的目标值。 该数据用于预测器的训练以及指示令牌实例的时间窗口中的令牌实例的数量的值,其用于补偿由用户饱和引起的非线性效应。

    Method and system for estimating response to token instance of interest
    18.
    发明申请
    Method and system for estimating response to token instance of interest 有权
    用于估计对感兴趣的令牌实例的响应的方法和系统

    公开(公告)号:US20130103624A1

    公开(公告)日:2013-04-25

    申请号:US13656704

    申请日:2012-10-20

    申请人: Gil Thieberger

    发明人: Gil Thieberger

    IPC分类号: G06F15/18

    摘要: Estimating a response to a token instance of interest, including the steps of: receiving token instances to which a user was exposed, receiving a total response of the user to the token instances; receiving attention levels of the user in the token instances; selecting the token instance of interest from among the token instances based on the attention level; and estimating the response to the token instance of interest from the total response.

    摘要翻译: 估计对感兴趣的令牌实例的响应,包括以下步骤:接收用户所暴露的令牌实例,接收用户对令牌实例的总响应; 在令牌实例中接收用户的关注级别; 基于注意力级别从令牌实例中选择感兴趣的令牌实例; 并从总响应估计对感兴趣的令牌实例的响应。

    Affective response predictor for a stream of stimuli
    19.
    发明申请
    Affective response predictor for a stream of stimuli 审中-公开
    刺激流的情感反应预测因子

    公开(公告)号:US20120290520A1

    公开(公告)日:2012-11-15

    申请号:US13168971

    申请日:2011-06-25

    IPC分类号: G06N5/00

    CPC分类号: G06N99/005 G06F3/013 G06N5/02

    摘要: Predicting a user's response to a stream of token instances, including: receiving a stream of token instances; partitioning the stream of token instances into consecutive temporal windows of token instances; predicting response of the user to temporal windows of token instances; predicting response of the user to a certain temporal window of token instances; and forwarding the prediction of the user to the stream of token instances.

    摘要翻译: 预测用户对令牌实例流的响应,包括:接收令牌实例流; 将令牌实例流划分为令牌实例的连续时间窗口; 预测用户对令牌实例的时间窗口的响应; 预测用户对令牌实例的某个时间窗口的响应; 并将用户的预测转发到令牌实例流。

    Predictor of affective response baseline values
    20.
    发明申请
    Predictor of affective response baseline values 有权
    情绪反应基准值预测因子

    公开(公告)号:US20120290517A1

    公开(公告)日:2012-11-15

    申请号:US13168972

    申请日:2011-06-25

    IPC分类号: G06F15/18

    CPC分类号: G06N99/005 G06F3/013 G06N5/02

    摘要: Calculating a situation-dependent baseline value for a user response to token instances representing stimuli that influence the user's affective state, utilizing large time windows and rapid adjustments to changing situations, including: accessing a database storing annotations representing the user's response to token instances originating from multiple distinct token sources; calculating a first situation-dependent baseline value by weighting annotations retrieved from the database and associated with a first situation identifier, which are spread over a long period of time ‘T’; calculating a second situation-dependent baseline value by weighting annotations retrieved from the database and associated with a second situation identifier; wherein the difference between the first and second situation-dependent baseline values is significant, and the method rapidly adjusts to the situation change by exhibiting an extremely shorter transient time between the first and the second situation-dependent baselines than T/2

    摘要翻译: 计算用户对表示影响用户情感状态的刺激的用户响应的情况相关基准值,利用大的时间窗口和对变化的情况的快速调整,包括:访问存储表示用户对来自于 多个不同的令牌来源; 通过加权从数据库检索并与长时间段T分布的第一情况标识符相关联的注释来计算第一情境相关基准值; 通过加权从数据库检索并与第二情况标识符相关联的注释来计算第二情况相关基准值; 其中所述第一和第二情况相关基线值之间的差异是显着的,并且所述方法通过在第一和第二情况依赖基线之间显示比T / 2更短的瞬时时间来快速地调整到所述情况变化