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21. 发明授权

US09916363B2 Method and apparatus for flexible diversification of recommendation results 有权
公开(公告)号：US09916363B2
公开(公告)日：2018-03-13
申请号：US14112090
申请日：2011-04-19
申请人： Jilei Tian , Shaowei Jiang , Xinxing Yang , Dong Liu , Hao Yang
发明人： Jilei Tian , Shaowei Jiang , Xinxing Yang , Dong Liu , Hao Yang
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/3053 , G06F17/30522 , G06F17/3064 , G06F17/30648 , G06F17/30867
摘要： An approach is provided for diversifying recommendation results. A diversification manager determines one or more recommendation scores associated with one or more items. The one or more recommendation scores are for determining a sort order of the one or more items. The diversification manager then determines similarity information associated with the one or more items, and processes and/or facilitates a processing of the similarity information to cause, at least in part, an adjustment of the one or more recommendation scores, the sort order, or a combination thereof.

22. 发明申请

US20140046965A1 METHOD AND APPARATUS FOR FLEXIBLE DIVERSIFICATION OF RECOMMENDATION RESULTS 有权
标题翻译：用于推荐结果灵活多样化的方法和装置
公开(公告)号：US20140046965A1
公开(公告)日：2014-02-13
申请号：US14112090
申请日：2011-04-19
申请人： Jilei Tian , Shaowei Jiang , Xinxing Yang , Dong Liu , Hao Yang
发明人： Jilei Tian , Shaowei Jiang , Xinxing Yang , Dong Liu , Hao Yang
IPC分类号： G06F17/30
CPC分类号： G06F17/3053 , G06F17/30522 , G06F17/3064 , G06F17/30648 , G06F17/30867
摘要： An approach is provided for diversifying recommendation results. A diversification manager determines one or more recommendation scores associated with one or more items. The one or more recommendation scores are for determining a sort order of the one or more items. The diversification manager then determines similarity information associated with the one or more items, and processes and/or facilitates a processing of the similarity information to cause, at least in part, an adjustment of the one or more recommendation scores, the sort order, or a combination thereof.
摘要翻译：提供了一种促进推荐结果多样化的方法。多元化经理确定与一个或多个项目相关联的一个或多个推荐分数。一个或多个推荐分数用于确定一个或多个项目的分类顺序。多元化管理器然后确定与一个或多个项目相关联的相似性信息，并处理和/或促进相似性信息的处理，至少部分地导致对一个或多个推荐分数，排序顺序或其组合。

23. 发明申请

US20120303452A1 Method and Apparatus for Providing Context Attributes and Informational Links for Media Data 审中-公开
标题翻译：为媒体数据提供上下文属性和信息链接的方法和装置
公开(公告)号：US20120303452A1
公开(公告)日：2012-11-29
申请号：US13576755
申请日：2010-02-03
申请人： Wenwei Xue , Zhanjiang Song , Dong Liu , Jilei Tian , Yiming Ma
发明人： Wenwei Xue , Zhanjiang Song , Dong Liu , Jilei Tian , Yiming Ma
IPC分类号： G06F3/01 , G06F15/16 , G06Q30/02
CPC分类号： H04L51/02 , H04L51/04
摘要： Various embodiments include a method including receiving media data on an apparatus, and receiving one or more context attributes related to the apparatus or accessed by the apparatus. The method further includes determining whether the one or more context attributes relate to the media data, and causing, at least in part, display of the media data with the one or more context attributes that are determined to relate to the media data. Also, a method is provided that includes receiving media data on an apparatus, parsing the media data into one or more structured elements, determining one or more informational links that relate to the one or more structured elements of the media data, and causing, at least in part, display of the media data with the one or more informational links that are determined to relate to the one or more structured elements.
摘要翻译：各种实施例包括一种方法，包括在装置上接收媒体数据，以及接收与该装置相关或由该装置访问的一个或多个上下文属性。所述方法还包括确定所述一个或多个上下文属性是否与所述媒体数据相关联，以及至少部分地使用所确定的与所述媒体数据相关的一个或多个上下文属性显示所述媒体数据。此外，提供了一种方法，其包括在装置上接收媒体数据，将媒体数据解析为一个或多个结构化元素，确定与媒体数据的一个或多个结构化元素相关的一个或多个信息链接，至少部分地，与被确定为与一个或多个结构化元素相关联的一个或多个信息链接显示媒体数据。

24. 发明申请

US20130273976A1 Method and Apparatus for Identifying a Conversation in Multiple Strings 审中-公开
标题翻译：用于识别多个字符串中的对话的方法和装置
公开(公告)号：US20130273976A1
公开(公告)日：2013-10-17
申请号：US13881517
申请日：2010-10-27
申请人： Jinghai Rao , Jilei Tian , Ye Tian , Guan Wang
发明人： Jinghai Rao , Jilei Tian , Ye Tian , Guan Wang
IPC分类号： G06F17/27
CPC分类号： G06F17/2785 , H04L12/1822 , H04W4/12
摘要： Techniques for identifying conversations in multiple short strings include determining from a first plurality of strings associated with a first contact of a user, based on time separations between successive strings, a first conversation portion and a different second conversation portion. The first conversation portion (snippet) comprises a plurality of strings of the first plurality; and the second snippet comprises a different pluralty of strings of the first plurality. A first semantic content for the first snippet and a second semantic content for the second snippet are determined. It is determined whether to merge the first snippet and the second snippet into a first conversation that includes the first snippet based, at least in part, on a similarity of the first semantic content to the second semantic content.
摘要翻译：用于识别多个短串中的会话的技术包括基于与连续字符串之间的时间间隔，第一对话部分和不同的第二对话部分之间的与用户的第一接触相关联的第一多个字符串来确定。第一会话部分（片段）包括多个第一组的串; 并且第二片段包括第一多个的不同的多个字符串。确定第一片段的第一语义内容和第二片段的第二语义内容。至少部分地基于第一语义内容与第二语义内容的相似性来确定是否将第一代码段和第二代码段合并到包括第一代码片段的第一对话中。

25. 发明申请

US20130218974A1 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：US20130218974A1
公开(公告)日：2013-08-22
申请号：US13825421
申请日：2010-09-21
申请人： Happia Cao , Jilei Tian , Zheng Yan
发明人： Happia Cao , Jilei Tian , Zheng Yan
IPC分类号： H04L29/08
CPC分类号： H04L67/22 , H04L67/306 , H04W4/029 , 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。

26. 发明申请

US20130145024A1 METHOD AND APPARATUS FOR TRANSFER OF RADIO RESOURCE ALLOCATION 审中-公开
标题翻译：无线电资源分配转移的方法和装置
公开(公告)号：US20130145024A1
公开(公告)日：2013-06-06
申请号：US13817065
申请日：2010-08-16
申请人： Happia Cao , Jilei Tian , Jesper Olsen , Pekka Ketola , Satu Kalliokulju
发明人： Happia Cao , Jilei Tian , Jesper Olsen , Pekka Ketola , Satu Kalliokulju
IPC分类号： H04L29/08
CPC分类号： H04L67/22 , G06F16/24575 , G06F16/903
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来定义上下文。然后，基于所确定的上下文，该设备或一个或多个其他设备执行动作。

27. 发明申请

US20130132566A1 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：US20130132566A1
公开(公告)日：2013-05-23
申请号：US13696930
申请日：2010-05-11
申请人： Jesper Olsen , Happia Cao , Jilei Tian
发明人： Jesper Olsen , Happia Cao , Jilei Tian
IPC分类号： H04L12/26
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。

28. 发明申请

US20130013308A1 Method And Apparatus For Determining a User Age Range 有权
标题翻译：确定用户年龄范围的方法和装置
公开(公告)号：US20130013308A1
公开(公告)日：2013-01-10
申请号：US13634811
申请日：2010-03-23
申请人： Yang Cao , Feng Ding , Jilei Tian
发明人： Yang Cao , Feng Ding , Jilei Tian
IPC分类号： G10L15/00
CPC分类号： G06Q30/0271 , G06Q30/0267
摘要： An approach is provided for determining a user age range. An age estimator causes, at least in part, acquisition of voice data. Next, the age estimator calculates a first set of probability values, wherein each of the probability values represents a probability that the voice data is in a respective one of a plurality of predefined age ranges, and the predefined age ranges are segments of a lifespan. Then, the age estimator derives a second set of probability values by applying a correlation matrix to the first set of probability values, wherein the correlation matrix associates the first set of probability values with probabilities of the voice data matching individual ages over the lifespan. Then, the age estimator, for each of the predefined age ranges, calculates a sum of the probabilities in the second set of probability values corresponding to the individual ages within the respective predefined age ranges. Further, the age estimator determines the predefined age range to associate with the voice data based, at least in part, on the calculated sums of the probabilities.
摘要翻译：提供了一种用于确定用户年龄范围的方法。年龄估计器至少部分地导致获取语音数据。接下来，年龄估计器计算第一组概率值，其中每个概率值表示语音数据在多个预定义年龄范围中的相应一个中的概率，并且预定义的年龄段是寿命段。然后，年龄估计器通过将相关矩阵应用于第一组概率值来导出第二组概率值，其中相关矩阵将第一组概率值与在寿命期间匹配个体年龄的语音数据的概率相关联。然后，对于每个预定义的年龄范围，年龄估计器计算对应于各个预定年龄范围内的各个年龄的第二组概率值中的概率之和。此外，年龄估计器至少部分地基于计算出的概率的和来确定与语音数据相关联的预定年龄范围。

29. 发明授权

US07716049B2 Method, apparatus and computer program product for providing adaptive language model scaling 失效
标题翻译：用于提供自适应语言模型缩放的方法，装置和计算机程序产品
公开(公告)号：US07716049B2
公开(公告)日：2010-05-11
申请号：US11427954
申请日：2006-06-30
申请人： Jilei Tian
发明人： Jilei Tian
IPC分类号： G10L15/04 , G10L15/06 , G10L15/18
CPC分类号： G10L15/197
摘要： An apparatus for providing adaptive language model scaling includes an adaptive scaling element and an interface element. The adaptive scaling element is configured to receive input speech comprising a sequence of spoken words and to determine a plurality of candidate sequences of text words in which each of the candidate sequences has a corresponding sentence score representing a probability that a candidate sequence matches the sequence of spoken words. Each corresponding sentence score is calculated using an adaptive scaling factor. The interface element is configured to receive a user input selecting one of the candidate sequences. The adaptive scaling element is further configured to estimate an objective function based on the user input and to modify the adaptive scaling factor based on the estimated objective function.
摘要翻译：用于提供自适应语言模型缩放的装置包括自适应缩放元素和接口元素。自适应缩放元件被配置为接收包括一系列口语单词的输入语音，并且确定多个候选序列的文本单词，其中候选序列中的每一个具有相应的句子分数，表示候选序列与口语使用自适应缩放因子计算每个相应的句子得分。接口元件被配置为接收选择候选序列之一的用户输入。自适应缩放元件还被配置为基于用户输入来估计目标函数，并且基于估计的目标函数修改自适应缩放因子。

30. 发明申请

US20070256189A1 SOFT ALIGNMENT IN GAUSSIAN MIXTURE MODEL BASED TRANSFORMATION 有权
标题翻译：高斯混合模型基于变换的软对齐
公开(公告)号：US20070256189A1
公开(公告)日：2007-11-01
申请号：US11380289
申请日：2006-04-26
申请人： Jilei Tian , Jani Nurminen , Victor Popa
发明人： Jilei Tian , Jani Nurminen , Victor Popa
IPC分类号： C12N15/82 , C12N15/87
CPC分类号： G10L13/033 , G10L2021/0135
摘要： Systems and methods are provided for performing soft alignment in Gaussian mixture model (GMM) based and other vector transformations. Soft alignment may assign alignment probabilities to source and target feature vector pairs. The vector pairs and associated probabilities may then be used calculate a conversion function, for example, by computing GMM training parameters from the joint vectors and alignment probabilities to create a voice conversion function for converting speech sounds from a source speaker to a target speaker.
摘要翻译：提供了系统和方法，用于在基于高斯混合模型（GMM）和其他矢量变换中执行软对齐。软对齐可以将对齐概率分配给源和目标特征向量对。然后可以使用矢量对和相关联的概率来计算转换函数，例如通过从联合向量计算GMM训练参数和对齐概率来创建用于将语音从源扬声器转换为目标扬声器的语音转换功能。

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