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1. 发明申请

WO2012037725A1 METHOD AND APPARATUS FOR COLLABORATIVE CONTEXT RECOGNITION 审中-公开
标题翻译：用于协同语境识别的方法和装置
公开(公告)号：WO2012037725A1
公开(公告)日：2012-03-29
申请号：PCT/CN2010/077201
申请日：2010-09-21
申请人： NOKIA CORPORATION , CAO, Happia , TIAN, Jilei , YAN, Zheng
发明人： CAO, Happia , TIAN, Jilei , YAN, Zheng
IPC分类号： H04W4/02
CPC分类号： H04L67/22 , H04L67/306 , H04W4/02 , H04W4/08
摘要： 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.
摘要翻译：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。

2. 发明申请

WO2012022021A1 METHOD AND APPARATUS FOR EXECUTING DEVICE ACTIONS BASED ON CONTEXT AWARENESS 审中-公开
标题翻译：基于上下文意识执行设备行为的方法和装置
公开(公告)号：WO2012022021A1
公开(公告)日：2012-02-23
申请号：PCT/CN2010/076015
申请日：2010-08-16
申请人： NOKIA CORPORATION , CAO, Happia , TIAN, Jilei , OLSEN, Jesper , KETOLA, Pekka , KALLIOKULJU, Satu
发明人： CAO, Happia , TIAN, Jilei , OLSEN, Jesper , KETOLA, Pekka , KALLIOKULJU, Satu
IPC分类号： G06F17/30
CPC分类号： H04L67/22 , G06F17/30528 , G06F17/30964
摘要： An approach is provided for initiating a device action in response to determining context information associated with a device, a user of the device, or a combination thereof. Activity information on at least one of the device and one or more other devices is monitored by a context processing platform. The context processing platform defines a context based on the activity information. An action is then executed by the device or the one or more other devices based on the determined context.
摘要翻译：提供了一种用于响应于确定与设备，设备的用户或其组合相关联的上下文信息而发起设备动作的方法。至少一个设备和一个或多个其他设备的活动信息由上下文处理平台监视。上下文处理平台基于活动信息定义上下文。然后由设备或基于所确定的上下文的一个或多个其他设备执行动作。

3. 发明申请

WO2011094940A1 METHOD AND APPARATUS FOR CHARACTERIZING USER BEHAVIOR PATTERNS FROM USER INTERACTION HISTORY 审中-公开
标题翻译：从用户交互历史表征用户行为模式的方法和装置
公开(公告)号：WO2011094940A1
公开(公告)日：2011-08-11
申请号：PCT/CN2010/070521
申请日：2010-02-04
申请人： NOKIA CORPORATION , CAO, Happia , TIAN, Jilei
发明人： CAO, Happia , TIAN, Jilei
IPC分类号： G06F17/30
CPC分类号： G06F17/30702 , G06F17/30867
摘要： An approach is provided for characterizing user behavior patterns. The behavior pattern platform receives a plurality of context records from a device. Next, the behavior pattern platform places one or more contexts from the context records. Then, the behavior pattern platform places the contexts into one or more context groups. Then, the behavior pattern platform receives interaction data from the device, associates the context groups with the interaction data, and determines a behavior pattern based, at least in part, on the association of the context groups and the interaction data.
摘要翻译：提供了一种用于表征用户行为模式的方法。行为模式平台从设备接收多个上下文记录。接下来，行为模式平台从上下文记录中放置一个或多个上下文。然后，行为模式平台将上下文放置到一个或多个上下文组中。然后，行为模式平台从设备接收交互数据，将上下文组与交互数据相关联，并且至少部分地基于上下文组和交互数据的关联来确定行为模式。

4. 发明申请

WO2011094934A1 METHOD AND APPARATUS FOR MODELLING PERSONALIZED CONTEXTS 审中-公开
标题翻译：用于建模个人情境的方法和装置
公开(公告)号：WO2011094934A1
公开(公告)日：2011-08-11
申请号：PCT/CN2010/070498
申请日：2010-02-03
申请人： NOKIA CORPORATION , CAO, Happia , BAO, Tengfei , TIAN, Jilei
发明人： CAO, Happia , BAO, Tengfei , TIAN, Jilei
IPC分类号： G06F17/30
CPC分类号： G06Q30/02 , G06F17/30029
摘要： Various methods for modeling personalized contexts are provided. One example method includes accessing a context data set comprised of a plurality of context records. The context records may include a number of contextual feature- value pairs. The example method may also include generating at least one grouping of contextual feature- value pairs based on a co-occurrence of the contextual feature-value pairs in context records, and defining at least one user context based on the at least one grouping of contextual feature- value pairs, Similar and related example methods and example apparatuses are also provided.
摘要翻译：提供了各种用于建模个性化上下文的方法。一个示例性方法包括访问由多个上下文记录组成的上下文数据集。上下文记录可以包括多个上下文特征值对。示例性方法还可以包括基于上下文记录中的上下文特征值对的共现生成上下文特征值对的至少一组，并且基于上下文的至少一个分组来定义至少一个用户上下文特征值对，也提供了类似的和相关的示例性方法和示例设备。

5. 发明申请

WO2012162873A1 METHOD AND APPARATUS FOR ROLE-BASED TRUST MODELING AND RECOMMENDATION 审中-公开
标题翻译：基于角色的信任建模与推荐的方法与装置
公开(公告)号：WO2012162873A1
公开(公告)日：2012-12-06
申请号：PCT/CN2011/074811
申请日：2011-05-27
申请人： NOKIA CORPORATION , HONG, Liang , ZENG, Cheng , WANG, Jian , TIAN, Jilei , YANG, Xiaogang , CAO, Happia
发明人： HONG, Liang , ZENG, Cheng , WANG, Jian , TIAN, Jilei , YANG, Xiaogang , CAO, Happia
IPC分类号： G06F17/30
CPC分类号： H04L63/102
摘要： An approach is provided for generating recommendations to a user based, at least in part, on the user's role derived from an advanced user profile and context information. The approach involves a recommendation platform that processes context information to determine one or more roles associated with a user. The approach also involves processing weighting information of the one or more roles. The approach further involves calculating at least one score of the one or more roles between one or more other roles associated with one or more other users based on the weighting information. The approach also involves generating at least one role-based trust model for determining one or more trust levels between the user, the one or more other users, or a combination thereof.
摘要翻译：提供了一种用于至少部分地基于从高级用户简档和上下文信息导出的用户角色向用户生成推荐的方法。该方法涉及处理上下文信息以确定与用户相关联的一个或多个角色的推荐平台。该方法还涉及处理一个或多个角色的加权信息。该方法还包括基于加权信息来计算与一个或多个其他用户相关联的一个或多个其他角色之间的一个或多个角色的至少一个得分。该方法还涉及生成用于确定用户，一个或多个其他用户之间的一个或多个信任级别或其组合的至少一个基于角色的信任模型。

6. 发明申请

WO2012155329A1 METHOD AND APPARATUS FOR HOLISTIC MODELING OF USER ITEM RATING WITH TAG INFORMATION IN A RECOMMENDATION SYSTEM 审中-公开
标题翻译：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
公开(公告)号：WO2012155329A1
公开(公告)日：2012-11-22
申请号：PCT/CN2011/074120
申请日：2011-05-16
申请人： NOKIA CORPORATION , TIAN, Jilei , BAO, Tengfei , CAO, Happia , CHEN, Enhong
发明人： TIAN, Jilei , BAO, Tengfei , CAO, Happia , CHEN, Enhong
IPC分类号： G06F17/30
CPC分类号： G06Q30/0631 , G06F17/30979 , G06Q30/02
摘要： 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.
摘要翻译：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。

7. 发明申请

WO2012055104A1 METHOD AND APPARATUS FOR PERFORMING USER SEGMENTATION BASED ON USER BEHAVIOR INFORMATION 审中-公开
标题翻译：基于用户行为信息执行用户分类的方法和装置
公开(公告)号：WO2012055104A1
公开(公告)日：2012-05-03
申请号：PCT/CN2010/078185
申请日：2010-10-28
申请人： NOKIA CORPORATION , CAO, Happia , BAO, Tengfei , TIAN, Jilei
发明人： CAO, Happia , BAO, Tengfei , TIAN, Jilei
IPC分类号： H04W4/12
CPC分类号： H04L67/22 , G06F17/30702 , G06F17/30867 , G06Q30/02 , H04W4/027
摘要： An approach is provided for performing user segmentation based on user behavior information. The user behavior platform determines user behavior information associated with a plurality of users. Next, the user behavior platform determines one or more hyper behavior patterns based, at least in part, on the user behavior information, wherein the one or more hyper behavior patterns represent at least respective subsets of the user behavior information. Then, the user behavior platform determines to perform segmentation of the plurality of users based, at least in part, on the one or more hyper behavior patterns.
摘要翻译：提供了一种基于用户行为信息执行用户分割的方法。用户行为平台确定与多个用户相关联的用户行为信息。接下来，用户行为平台至少部分地基于用户行为信息来确定一个或多个超行为模式，其中一个或多个超行为模式至少表示用户行为信息的相应子集。然后，用户行为平台至少部分地基于一个或多个超行为模式来确定执行多个用户的分段。

8. 发明申请

WO2011140701A1 METHOD AND APPARATUS FOR DETERMINING USER CONTEXT 审中-公开
标题翻译：用于确定用户背景的方法和装置
公开(公告)号：WO2011140701A1
公开(公告)日：2011-11-17
申请号：PCT/CN2010/072604
申请日：2010-05-11
申请人： NOKIA CORPORATION , OLSEN, Jesper , CAO, Happia , TIAN, Jilei
发明人： OLSEN, Jesper , CAO, Happia , TIAN, Jilei
IPC分类号： H04W16/00
CPC分类号： H04L43/00 , H04L67/306 , H04W4/025
摘要： An approach is provided for training a device to associate user, object or device context information with a user defined context. The context information platform receives recorded context information from a device. The associated recorded context information is then associated with the context to enable training of a context model associated with the context.
摘要翻译：提供了一种用于训练设备以将用户，对象或设备上下文信息与用户定义的上下文相关联的方法。上下文信息平台从设备接收记录的上下文信息。然后将相关联的记录的上下文信息与上下文相关联，以便能够对与上下文相关联的上下文模型进行训练。

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