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    • 4. 发明申请
    • METHOD AND APPARATUS FOR FACILITATING VOICE USER INTERFACE DESIGN
    • 促进语音用户界面设计的方法和装置
    • WO2015002982A1
    • 2015-01-08
    • PCT/US2014/045105
    • 2014-07-01
    • 24/7 CUSTOMER, INC.
    • BROWN, Kathy, L.SRIVASTAVA, Vaibhav
    • G10L15/18
    • G06F3/167G06F8/38G06F17/27G10L15/1815
    • A computer implemented method and an apparatus for facilitating voice user interface (VUI) design are provided. The method comprises identifying a plurality of user intentions from user interaction data. The method further comprises associating each user intention with at least one feature from among a plurality of features. One or more features from among the plurality of features are extracted from natural language utterances associated with the user interaction data. Further, the method comprises computing a plurality of distance metrics corresponding to pairs of user intentions from among the plurality of user intentions. A distance metric is computed for each pair of user intentions from among the pairs of user intentions. Furthermore, the method comprises generating a plurality of clusters based on the plurality of distance metrics. Each cluster comprises a set of user intentions. The method further comprises provisioning a VUI design recommendation based on the plurality of clusters.
    • 提供了一种用于促进语音用户界面(VUI)设计的计算机实现的方法和装置。 该方法包括从用户交互数据识别多个用户意图。 该方法还包括将每个用户意图与多个特征中的至少一个特征相关联。 从与用户交互数据相关联的自然语言话语中提取多个特征中的一个或多个特征。 此外,该方法包括从多个用户意图中计算对应于用户意图对的多个距离度量。 从用户意图对中的每对用户意图计算距离度量。 此外,该方法包括基于多个距离度量来生成多个聚类。 每个群集包含一组用户意图。 该方法还包括基于多个集群提供VUI设计推荐。
    • 6. 发明申请
    • IDENTIFICATION OF POINTS IN A USER WEB JOURNEY WHERE THE USER IS MORE LIKELY TO ACCEPT AN OFFER FOR INTERACTIVE ASSISTANCE
    • 用户网站中的点的识别用户更愿意接受交互式帮助的提议
    • WO2014172605A1
    • 2014-10-23
    • PCT/US2014/034602
    • 2014-04-18
    • 24/7 CUSTOMER, INC.
    • GHOSE, Abhishek
    • H04M3/00
    • G06F17/30598G06F17/30867
    • Points in a user's website journey at which an invitation for an interactive session may be offered to users, e.g. those points at which an invitation made to a user may have a higher propensity to be accepted by the user, are identified. A technique is provided that, given ample data regarding visits to a website and data regarding offers of interactive assistance made, and responses to, such offers, learns to identify accurately those points in the user's journey where such offers may be made. For the current user, offers made at these points are highly likely to be accepted. This approach bypasses the need for manual analysis that previous approaches require. In embodiments of the invention, a model provided in accordance with this technique is only re-trained on new data to account for changing user behavior.
    • 可以向用户提供用于交互式会话的邀请的用户网站旅程中的点,例如, 识别对用户发出的邀请可能具有被用户接受的较高倾向的那些点。 提供了一种技术,给出关于访问网站的充足数据以及关于提供交互式协助的数据以及对此类提供的响应的信息,可以准确地识别用户旅程中可能提出这些优惠的那些点。 对于目前的用户,在这些点上提供的优惠很有可能被接受。 这种方法绕过了以前的方法需要手动分析的需要。 在本发明的实施例中,根据该技术提供的模型仅对新数据进行重新训练以解决用户行为的变化。