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    • 3. 发明申请
    • METHOD AND APPARATUS FOR COLLABORATIVE CONTEXT RECOGNITION
    • 用于协同语境识别的方法和装置
    • WO2012037725A1
    • 2012-03-29
    • PCT/CN2010/077201
    • 2010-09-21
    • NOKIA CORPORATIONCAO, HappiaTIAN, JileiYAN, Zheng
    • CAO, HappiaTIAN, JileiYAN, Zheng
    • H04W4/02
    • H04L67/22H04L67/306H04W4/02H04W4/08
    • Techniques for collaborative context recognition include determining a plurality of groups of user types. Each different group is associated with a corresponding different range of values for an attribute of a user. First data is received, which indicates context data for a device and a value of the attribute for a user of the device. A particular group of user types to which the user belongs is determined based on the value of the attribute for the user. A context label based on the context data and the particular group is determined to be sent. Some techniques include determining a value of an attribute and context data based on context measurements. First data that indicates the context data and the value of the attribute is determined to be sent. A context label based on the context data and the value of the attribute is received.
    • 用于协作上下文识别的技术包括确定多组用户类型。 每个不同的组与用户的属性的相应的不同范围的值相关联。 接收到第一数据,其指示设备的上下文数据和设备的用户的属性值。 基于用户的属性值确定用户所属的特定用户类型组。 确定基于上下文数据和特定组的上下文标签被发送。 一些技术包括基于上下文测量来确定属性和上下文数据的值。 指定上下文数据的第一数据和属性的值被确定为发送。 接收基于上下文数据和属性值的上下文标签。
    • 6. 发明申请
    • METHOD AND APPARATUS FOR HOLISTIC MODELING OF USER ITEM RATING WITH TAG INFORMATION IN A RECOMMENDATION SYSTEM
    • 用于建议系统中的标签信息的用户项目评级的HOLISTIC建模的方法和装置
    • WO2012155329A1
    • 2012-11-22
    • PCT/CN2011/074120
    • 2011-05-16
    • NOKIA CORPORATIONTIAN, JileiBAO, TengfeiCAO, HappiaCHEN, Enhong
    • TIAN, JileiBAO, TengfeiCAO, HappiaCHEN, Enhong
    • G06F17/30
    • G06Q30/0631G06F17/30979G06Q30/02
    • An approach is provided for a holistic framework to model user item rating with user generated tag information. A tagging manager determines one or more tags associated with one or more items, wherein the one or more tags are generated by one or more users. The tagging manager processes and/or facilitates a processing of the one or more tags to cause, at least in part, a generation of one or more semantic spaces. The one or more semantic spaces and/or one or more semantic concepts within the one or more semantic spaces represent one or more groupings of the one or more tags. The tagging manager determines one or more probability parameters that the one or more tags, the one or more users, the one or more items, or a combination thereof are associated with respective ones of the one or more semantic concepts in the semantic spaces. The tagging manager then processes and/or facilitates a processing of the one or more probability parameters to cause, at least in part, a calculation of predicted rating information with respect to the one or more tags, the one or more users, the one or more items, or a combination thereof.
    • 提供了一种用于通过用户生成的标签信息对用户项目评级进行建模的整体框架的方法。 标签管理器确定与一个或多个项目相关联的一个或多个标签,其中一个或多个标签由一个或多个用户生成。 标签管理器处理和/或促进对一个或多个标签的处理,以至少部分地产生一个或多个语义空间的生成。 一个或多个语义空间中的一个或多个语义空间和/或一个或多个语义空间中的一个或多个语义概念表示一个或多个标签的一个或多个分组。 标签管理器确定一个或多个标签,一个或多个用户,一个或多个项目或其组合与语义空间中的一个或多个语义概念中的相应的一个或多个语义概念相关联的一个或多个概率参数。 标签管理器然后处理和/或促进一个或多个概率参数的处理,以至少部分地使得关于一个或多个标签,一个或多个用户,一个或多个用户, 更多的项目或其组合。