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    • 1. 发明申请
    • FACILITATING DYNAMIC AFFECT-BASED ADAPTIVE REPRESENTATION AND REASONING OF USER BEHAVIOR ON COMPUTING DEVICES
    • 促进基于动态影响的自适应表示和用户行为对计算设备的理解
    • US20160086088A1
    • 2016-03-24
    • US14495094
    • 2014-09-24
    • RAANAN YONATAN YEHEZKELDAVID STANHILL
    • RAANAN YONATAN YEHEZKELDAVID STANHILL
    • G06N5/04G06N99/00
    • G06N20/00G06K9/00302G06K9/00335G06K9/6221G06K9/6286
    • A mechanism is described for facilitating affect-based adaptive representation of user behavior relating to user expressions on computing devices according to one embodiment. A method of embodiments, as described herein, includes receiving a plurality of expressions communicated by a user. The plurality of expressions may include one or more visual expressions or one or more audio expressions. The method may further include extracting a plurality of features associated with the plurality of expressions, where each feature reveals a behavior trait of the user when the user communicates a corresponding expression. The method may further include mapping the plurality of expressions on a model based on the plurality of features, and discovering a behavioral reasoning associated with each of the plurality of expressions communicated by the user based on a mapping pattern as inferred from the model.
    • 描述了根据一个实施例的用于促进与计算设备上的用户表达相关的用户行为的基于影响的自适应表示的机制。 如本文所述的实施例的方法包括接收由用户传达的多个表达。 多个表达可以包括一个或多个视觉表达或一个或多个音频表达。 该方法还可以包括提取与多个表达相关联的多个特征,其中当用户传达对应表达时,每个特征揭示用户的行为特征。 该方法还可以包括基于多个特征将多个表达式映射到模型上,并且基于从模型推断出的映射模式来发现与由用户传达的多个表达中的每一个相关联的行为推理。