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1. 发明申请

US20120005217A1 Selecting Microblog Entries Based on Web Pages, Via Path Similarity Within Hierarchy of Categories 有权
标题翻译：基于网页选择微博条目，通过类别层次结构中的路径相似性
公开(公告)号：US20120005217A1
公开(公告)日：2012-01-05
申请号：US12828240
申请日：2010-06-30
申请人： Ignacio Zendejas , Rajan Lukose , Craig Peter Sayers , Shyam Sundar Rajaram , Martin B. Scholz
发明人： Ignacio Zendejas , Rajan Lukose , Craig Peter Sayers , Shyam Sundar Rajaram , Martin B. Scholz
IPC分类号： G06F17/30
CPC分类号： G06F17/30867
摘要： For each web page visited, a path is determined through a hierarchy of categories. The hierarchy of categories has levels from a most abstract level to a most concrete level. For each microblog entry of a microblog, a path is determined through the hierarchy of categories. Each microblog entry for which the path is similar to the path for at least one web page is determined as a selected microblog entry.
摘要翻译：对于访问的每个网页，通过类别层次来确定路径。类别的层次结构从最抽象层次到最具体的层次。对于微博的每个微博条目，通过类别的层次来确定路径。路径类似于至少一个网页的路径的每个微博条目被确定为所选微博条目。

2. 发明授权

US08954451B2 Selecting microblog entries based on web pages, via path similarity within hierarchy of categories 有权
标题翻译：根据网页选择微博条目，通过类别层次结构中的路径相似度
公开(公告)号：US08954451B2
公开(公告)日：2015-02-10
申请号：US12828240
申请日：2010-06-30
申请人： Ignacio Zendejas , Rajan Lukose , Craig Peter Sayers , Shyam Sundar Rajaram , Martin B. Scholz
发明人： Ignacio Zendejas , Rajan Lukose , Craig Peter Sayers , Shyam Sundar Rajaram , Martin B. Scholz
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/30867
摘要： For each web page visited, a path is determined through a hierarchy of categories. The hierarchy of categories has levels from a most abstract level to a most concrete level. For each microblog entry of a microblog, a path is determined through the hierarchy of categories. Each microblog entry for which the path is similar to the path for at least one web page is determined as a selected microblog entry.
摘要翻译：对于访问的每个网页，通过类别层次来确定路径。类别的层次结构从最抽象层次到最具体的层次。对于微博的每个微博条目，通过类别的层次来确定路径。路径类似于至少一个网页的路径的每个微博条目被确定为所选微博条目。

3. 发明授权

US09047606B2 Social and contextual recommendations 有权
标题翻译：社会和环境建议
公开(公告)号：US09047606B2
公开(公告)日：2015-06-02
申请号：US13248706
申请日：2011-09-29
申请人： Shyam Sundar Rajaram , Rajan Lukose , Martin B Scholz , Craig Peter Sayers
发明人： Shyam Sundar Rajaram , Rajan Lukose , Martin B Scholz , Craig Peter Sayers
IPC分类号： G06Q30/00 , G06Q50/00 , H04L12/58 , G06Q30/02
CPC分类号： G06Q30/00 , G06Q30/02 , G06Q50/01 , H04L51/32
摘要： A method performed by a processing system includes receiving a recommendation from a source user in response to performing an action corresponding to an action context of the recommendation, determining whether the source user appears in social network information of a target user, and distinguishing a presentation of the recommendation to the target user in response to the source user appearing in the social network information of the target user.
摘要翻译：由处理系统执行的方法包括响应于执行与推荐的动作上下文相对应的动作，从源用户接收推荐，确定源用户是否出现在目标用户的社交网络信息中，并且区分呈现响应于源用户出现在目标用户的社交网络信息中的目标用户的推荐。

4. 发明申请

US20130086160A1 SOCIAL AND CONTEXTUAL RECOMMENDATIONS 有权
标题翻译：社会和背景建议
公开(公告)号：US20130086160A1
公开(公告)日：2013-04-04
申请号：US13248706
申请日：2011-09-29
申请人： Shyam Sundar Rajaram , Rajan Lukose , Martin B. Scholz , Craig Peter Sayers
发明人： Shyam Sundar Rajaram , Rajan Lukose , Martin B. Scholz , Craig Peter Sayers
IPC分类号： G06F15/16
CPC分类号： G06Q30/00 , G06Q30/02 , G06Q50/01 , H04L51/32
摘要： A method performed by a processing system includes receiving a recommendation from a source user in response to performing an action corresponding to an action context of the recommendation, determining whether the source user appears in social network information of a target user, and distinguishing a presentation of the recommendation to the target user in response to the source user appearing in the social network information of the target user.
摘要翻译：由处理系统执行的方法包括响应于执行与推荐的动作上下文相对应的动作，从源用户接收推荐，确定源用户是否出现在目标用户的社交网络信息中，并且区分呈现响应于源用户出现在目标用户的社交网络信息中的目标用户的推荐。

5. 发明申请

US20140372453A1 MANAGING DATA ENTITIES USING COLLABORATIVE FILTERING 有权
标题翻译：使用协同过滤管理数据实体
公开(公告)号：US20140372453A1
公开(公告)日：2014-12-18
申请号：US14372976
申请日：2012-01-20
申请人： Shyam Sundar Rajaram , Craig Peter Sayers , Rajan Lukose , Martin Scholz
发明人： Shyam Sundar Rajaram , Craig Peter Sayers , Rajan Lukose , Martin Scholz
IPC分类号： G06F17/30
CPC分类号： G06F17/3053 , G06F17/30029
摘要： In a method for managing a plurality of data entities, data pertaining to transactions by a plurality of users with respect to the data entities is collected and a collaborative filtering operation is applied on the data entities to determine similarity levels of the data entities with respect to each other. In addition, for at least one of the data entities, remaining ones of the data entities are ranked according to the determined similarities while discounting for popularities of the data entities. Moreover, identifications of at least another one of the data entities having the highest rankings to the at least one of the data entities are presented to a first user to recommend the at least another one of the data entities for use by the first user.
摘要翻译：在用于管理多个数据实体的方法中，收集关于多个用户关于数据实体的事务的数据，并且对数据实体应用协作过滤操作，以确定数据实体相对于彼此。此外，对于数据实体中的至少一个，数据实体中剩余的数据实体根据所确定的相似度进行排名，同时对数据实体的流行度进行贴现。此外，向至少一个数据实体提供具有最高排名的数据实体中的至少另一个数据实体的标识被呈现给第一用户以推荐数据实体中的至少另一个以供第一用户使用。

6. 发明授权

US09858318B2 Managing data entities using collaborative filtering 有权
公开(公告)号：US09858318B2
公开(公告)日：2018-01-02
申请号：US14372976
申请日：2012-01-20
申请人： Shyam Sundar Rajaram , Craig Peter Sayers , Rajan Lukose , Martin Scholz
发明人： Shyam Sundar Rajaram , Craig Peter Sayers , Rajan Lukose , Martin Scholz
IPC分类号： G06F17/30
CPC分类号： G06F17/3053 , G06F17/30029
摘要： In a method for managing a plurality of data entities, data pertaining to transactions by a plurality of users with respect to the data entities is collected and a collaborative filtering operation is applied on the data entities to determine similarity levels of the data entities with respect to each other. In addition, for at least one of the data entities, remaining ones of the data entities are ranked according to the determined similarities while discounting for popularities of the data entities. Moreover, identifications of at least another one of the data entities having the highest rankings to the at least one of the data entities are presented to a first user to recommend the at least another one of the data entities for use by the first user.

7. 发明申请

US20140162613A1 Audio Sample 审中-公开
标题翻译：音频样本
公开(公告)号：US20140162613A1
公开(公告)日：2014-06-12
申请号：US14131493
申请日：2011-07-12
申请人： Rajan Lukose , Shyam Sundar Rajaram , Martin B. Scholz
发明人： Rajan Lukose , Shyam Sundar Rajaram , Martin B. Scholz
IPC分类号： H04W4/18
CPC分类号： H04W4/18 , G06F16/683 , G10L17/00
摘要： In the present disclosure, methods and apparatuses are disclosed that enable a device to determine whether a contact is in a shared environment based on an audio sample of a voice call. More specifically, an audio sample of a voice call is generated. A controller then determines whether a contact is in an environment of the mobile device based on the audio sample.
摘要翻译：在本公开中，公开了使得设备能够基于语音呼叫的音频样本来确定联系人是否处于共享环境中的方法和装置。更具体地，生成语音呼叫的音频样本。然后，控制器基于音频样本来确定联系人是否处于移动设备的环境中。

8. 发明申请

US20110029505A1 METHOD AND SYSTEM FOR CHARACTERIZING WEB CONTENT 审中-公开
标题翻译：表征WEB内容的方法和系统
公开(公告)号：US20110029505A1
公开(公告)日：2011-02-03
申请号：US12533717
申请日：2009-07-31
申请人： Martin B. Scholz , Shyam Sundar Rajaram , Rajan Lukose
发明人： Martin B. Scholz , Shyam Sundar Rajaram , Rajan Lukose
IPC分类号： G06F17/30
CPC分类号： G06F16/9535 , G06F16/2465 , G06F16/955
摘要： An exemplary embodiment of the present invention provides a method of processing Web activity data. The method includes obtaining a database of clickstream data comprising a user identifier corresponding with a user ID and a uniform resource locator (URL) corresponding with a Web page visited from the user ID. The method also includes generating a plurality of features based on the URL. Further, the method includes generating a data structure comprising the user ID and the feature. The method also includes generating segment information from the data structure based on the similarity of a URL visitation pattern across different user IDs, wherein each segment in the segment information comprises one or more user IDs and one or more features.
摘要翻译：本发明的示例性实施例提供了一种处理Web活动数据的方法。该方法包括获得包括与用户ID相对应的用户标识符和与从用户ID访问的网页相对应的统一资源定位符（URL）的点击流数据的数据库。该方法还包括基于URL生成多个特征。此外，该方法包括生成包括用户ID和特征的数据结构。该方法还包括基于不同用户ID之间的URL访问模式的相似性从数据结构生成段信息，其中段信息中的每个段包括一个或多个用户ID和一个或多个特征。

9. 发明申请

US20130346188A1 Estimating Costs of behavioral Targeting 审中-公开
标题翻译：估计行为指标的成本
公开(公告)号：US20130346188A1
公开(公告)日：2013-12-26
申请号：US14003126
申请日：2011-03-15
申请人： Martin B. Scholz , Shyam Sundar Rajaram , Rajan Lukose
发明人： Martin B. Scholz , Shyam Sundar Rajaram , Rajan Lukose
IPC分类号： G06Q30/02
CPC分类号： G06Q30/0244 , G06Q10/10 , G06Q30/02
摘要： Systems (490), methods (100, 200), and computer-readable and executable instructions (324, 424) are provided for estimating costs of behavioral targeting. Estimating costs of behavioral targeting can include scoring a topic with a behavioral targeting model (101, 201). Estimating costs of behavioral targeting can also include obtaining a plurality of data items including geographic location information (102, 202). Estimating costs of behavioral targeting can also include detecting (104, 204) and scoring (209) a sentiment from filtered data items regarding a topic within a region (104, 204). Estimating costs of behavioral targeting can include computing a penalty score for the topic in the region in response to the scored sentiment exceeding a threshold (213), (106, 206). Estimating costs of behavioral targeting can include adjusting the topic score in the region according to the penalty score (108, 208). Furthermore, estimating costs of behavioral targeting can include taking an action with respect to advertising based on the adjusted topic score (110, 210).
摘要翻译：系统（490），方法（100,200）和计算机可读和可执行指令（324,424）被提供用于估计行为目标的成本。估计行为定位成本可以包括使用行为定位模型评分主题（101,201）。估计行为定位的成本还可以包括获得包括地理位置信息（102,202）的多个数据项。估计行为定位的成本还可以包括从区域（104,204）内的关于主题的经过滤数据项的检测（104,204）和评分（209）得分（209）。估计行为定位的成本可以包括响应于超过阈值（213）（106,206）的评分情绪计算该区域中的主题的惩罚分数。估计行为定位的成本可以包括根据惩罚分数调整该地区的主题得分（108,208）。此外，估计行为定位的成本可以包括基于经调整的主题得分（110,210）采取关于广告的动作。

10. 发明申请

US20110035378A1 METHOD AND SYSTEM FOR CHARACTERIZING WEB CONTENT 有权
标题翻译：表征WEB内容的方法和系统
公开(公告)号：US20110035378A1
公开(公告)日：2011-02-10
申请号：US12538405
申请日：2009-08-10
申请人： Martin B. Scholz , Shyam Sundar Rajaram , Rajan Lukose
发明人： Martin B. Scholz , Shyam Sundar Rajaram , Rajan Lukose
IPC分类号： G06F17/30
CPC分类号： G06F17/30867 , G06F17/3071
摘要： An exemplary embodiment of the present invention provides a method of processing Web activity data. The method includes obtaining a database of Website organizational data. The method also includes generating a data structure from the database of Website organizational data comprising an Item identifier and a Website category corresponding to the item identifier. The method also includes generating a reduced-rank classification structure from the data structure, the reduced-rank classification structure including a category grouping corresponding to one or more of the Website categories.
摘要翻译：本发明的示例性实施例提供了一种处理Web活动数据的方法。该方法包括获取网站组织数据的数据库。该方法还包括从站点组织数据的数据库生成数据结构，该数据结构包括项目标识符和对应于项目标识符的网站类别。该方法还包括从数据结构生成降级分类结构，降级分类结构包括对应于一个或多个网站类别的类别分组。

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