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1. 发明授权

US09380009B2 Response completion in social media 有权
标题翻译：社交媒体回应完成
公开(公告)号：US09380009B2
公开(公告)日：2016-06-28
申请号：US13547930
申请日：2012-07-12
申请人： Sujith Ravi , Bo Pang
发明人： Sujith Ravi , Bo Pang
IPC分类号： G06F17/27 , H04L12/58 , G06F17/28
CPC分类号： H04L51/02 , G06F17/276 , G06F17/28 , H04L51/04
摘要： Embodiments are directed towards providing word-by-word message completion for an incomplete response message, wherein the response message is composed in response to a received stimulus message. The message completion is based on a Response Completion Model (RCM) that may model both the language used in the incomplete response message and the contextual information in the received stimulus message. The RCM may be determined based on conversational stimulus-response data including stimulus-response message pairs. The RCM may be a mixture model and include a generic response language model based on an N-gram model, a Stimulus Model based on a Selection Model or a Topic. Model, and a mixture parameter. In some embodiments, at least one candidate next word for the incomplete response message is determined based on the RCM. The at least one candidate next word may be selected and included in the incomplete response message. A complete response message may be generated and provided to a user.
摘要翻译：实施例旨在为不完整的响应消息提供逐字消息完成，其中响应于所接收的刺激消息来组成响应消息。消息完成基于响应完成模型（RCM），其可以对不完整响应消息中使用的语言和接收到的刺激消息中的上下文信息进行建模。 RCM可以基于包括刺激 - 响应消息对在内的会话刺激 - 响应数据来确定。 RCM可以是混合模型，并且包括基于N-gram模型的通用响应语言模型，基于选择模型或主题的激励模型。模型和混合参数。在一些实施例中，基于RCM确定不完整响应消息的至少一个候选下一个字。可以选择并包括在不完整的响应消息中的至少一个候选下一个字。可以生成完整的响应消息并将其提供给用户。

2. 发明授权

US09129300B2 Using external sources for sponsored search AD selection 有权
标题翻译：使用外部来源进行赞助搜索AD选择
公开(公告)号：US09129300B2
公开(公告)日：2015-09-08
申请号：US12764469
申请日：2010-04-21
申请人： Marcus Fontoura , Vanja Josifovski , Evgeniy Gabrilovich , Bo Pang , Yejin Choi , Mauricio Riguette Mediano
发明人： Marcus Fontoura , Vanja Josifovski , Evgeniy Gabrilovich , Bo Pang , Yejin Choi , Mauricio Riguette Mediano
IPC分类号： G06Q30/02 , G06F17/30
CPC分类号： G06Q30/0241 , G06F17/30312 , G06Q30/0277
摘要： A system and a method are provided for using external sources (e.g., landing pages) for sponsored search ad selection. In one example, the system identifies one or more regions of an external source. The one or more regions are relevant to a query. The external source includes a source that includes relevant data that is usable for augmenting an ad selection process. The system extracts one or more features from the one or more regions. The system determines which of the one or more features are relevant for item indexing. The system then augments an item selection process by using the one or more features that are relevant for item indexing.
摘要翻译：提供了一种用于使用外部来源（例如登陆页面）进行赞助搜索广告选择的系统和方法。在一个示例中，系统识别外部源的一个或多个区域。一个或多个区域与查询相关。外部来源包括一个源，其中包含可用于扩展广告选择过程的相关数据。系统从一个或多个区域提取一个或多个特征。系统确定一个或多个特征中的哪一个与项目索引相关。然后，系统通过使用与项目索引相关的一个或多个特征来增加项目选择过程。

3. 发明授权

US08886636B2 Context transfer in search advertising 有权
标题翻译：搜索广告中的上下文转移
公开(公告)号：US08886636B2
公开(公告)日：2014-11-11
申请号：US12342449
申请日：2008-12-23
申请人： Evgeniy Gabrilovich , Andrei Broder , Bo Pang , Vanja Josifovski , Hila Becker
发明人： Evgeniy Gabrilovich , Andrei Broder , Bo Pang , Vanja Josifovski , Hila Becker
IPC分类号： G06F7/00 , G06F17/30 , G06Q30/02
CPC分类号： G06F17/30731 , G06Q30/02
摘要： A computer-implemented method is disclosed for determining a type of landing page to which to transfer web searchers that enter a particular query, the method comprising: classifying a landing page as one of a plurality of landing page classes with a trained classifier of a computer based on textual content of the landing page; determining, by the computer, characteristics of one or more query to be associated with the landing page; and choosing, with the computer, whether to retain or to change classification of the landing page to be associated with the one or more query based on relative average conversion rates of advertisements on a plurality of manually-classified landing pages when associated with the characteristics of the one or more query.
摘要翻译：公开了一种用于确定输入特定查询的网页搜索者的登陆页面的类型的计算机实现的方法，所述方法包括：将着陆页面分类为具有计算机的训练分类器的多个着陆页类别之一基于着陆页的文字内容; 由计算机确定要与着陆页相关联的一个或多个查询的特征; 并且与计算机一起选择是否基于在与多个手动分类的着陆页上的广告的相对平均转换率相关联来保留或改变与一个或多个查询相关联的着陆页的分类，当与一个或多个查询。

4. 发明申请

US20140019117A1 RESPONSE COMPLETION IN SOCIAL MEDIA 有权
标题翻译：社会媒体的反应完成
公开(公告)号：US20140019117A1
公开(公告)日：2014-01-16
申请号：US13547930
申请日：2012-07-12
申请人： Sujith Ravi , Bo Pang
发明人： Sujith Ravi , Bo Pang
IPC分类号： G06F17/27
CPC分类号： H04L51/02 , G06F17/276 , G06F17/28 , H04L51/04
摘要： Embodiments are directed towards providing word-by-word message completion for an incomplete response message, wherein the response message is composed in response to a received stimulus message. The message completion is based on a Response Completion Model (RCM) that may model both the language used in the incomplete response message and the contextual information in the received stimulus message. The RCM may be determined based on conversational stimulus-response data including stimulus-response message pairs. The RCM may be a mixture model and include a generic response language model based on an N-gram model, a Stimulus Model based on a Selection Model or a Topic. Model, and a mixture parameter. In some embodiments, at least one candidate next word for the incomplete response message is determined based on the RCM. The at least one candidate next word may be selected and included in the incomplete response message. A complete response message may be generated and provided to a user.
摘要翻译：实施例旨在为不完整的响应消息提供逐字消息完成，其中响应于所接收的刺激消息来组成响应消息。消息完成基于响应完成模型（RCM），其可以对不完整响应消息中使用的语言和接收到的刺激消息中的上下文信息进行建模。 RCM可以基于包括刺激 - 响应消息对在内的会话刺激 - 响应数据来确定。 RCM可以是混合模型，并且包括基于N-gram模型的通用响应语言模型，基于选择模型或主题的激励模型。模型和混合参数。在一些实施例中，基于RCM确定不完整响应消息的至少一个候选下一个字。可以选择并包括在不完整的响应消息中的至少一个候选下一个字。可以生成完整的响应消息并将其提供给用户。

5. 发明申请

US20130204833A1 PERSONALIZED RECOMMENDATION OF USER COMMENTS 审中-公开
标题翻译：个人推荐用户评论
公开(公告)号：US20130204833A1
公开(公告)日：2013-08-08
申请号：US13364369
申请日：2012-02-02
申请人： Bo Pang , Bee-Chung Chen , Deepak K. Agarwal
发明人： Bo Pang , Bee-Chung Chen , Deepak K. Agarwal
IPC分类号： G06N5/00 , G06F15/16
CPC分类号： G06Q30/02 , G06F16/335
摘要： Techniques are described herein for facilitating the consumption of user-generated comments by determining which comments will be of most interest to each individual user. Once the comments that will be of most interest to a particular user are determined, the user-generated comments are presented to that user in a manner that reflects that user's predicted interest. A variety of factors may be used to predict, automatically, the interest each individual user would have in each user-generated comment. For example, interest predictions for a user may be based on the user's prior rating of comments, various types of profile and/or demographic information about the user, the user's social network connections, the authors of the comments, the author of the target subject matter, the user's propensity to comment, etc.
摘要翻译：本文描述了通过确定每个单独用户最感兴趣的注释来便于消费用户生成的注释的技术。一旦确定了对特定用户最感兴趣的评论，则以反映该用户的预期兴趣的方式向用户呈现用户生成的评论。可以使用各种因素来自动预测每个用户在每个用户生成的评论中的兴趣。例如，用户的兴趣预测可以基于用户对评论的先前评级，关于用户的各种类型的简档和/或人口统计信息，用户的社交网络连接，评论的作者，目标对象的作者事情，用户的评论倾向等

6. 发明申请

US20130173568A1 METHOD OR SYSTEM FOR IDENTIFYING WEBSITE LINK SUGGESTIONS 审中-公开
标题翻译：用于识别网站链接建议的方法或系统
公开(公告)号：US20130173568A1
公开(公告)日：2013-07-04
申请号：US13339142
申请日：2011-12-28
申请人： Vanja Josifovski , Evgeniy Gabrilovich , Bo Pang , Fernando Diaz , Jangwon Seo
发明人： Vanja Josifovski , Evgeniy Gabrilovich , Bo Pang , Fernando Diaz , Jangwon Seo
IPC分类号： G06F17/30
CPC分类号： G06F16/951
摘要： Methods and systems are provided that may be utilized to generate website link suggestions.
摘要翻译：提供了可用于生成网站链接建议的方法和系统。

7. 发明授权

US08412771B2 Matching items of user-generated content to entities 有权
标题翻译：将用户生成的内容的项目与实体相匹配
公开(公告)号：US08412771B2
公开(公告)日：2013-04-02
申请号：US12909766
申请日：2010-10-21
申请人： Vinay Kakade , Bo Pang , Nilesh Dalvi , Shanmugasundaram Ravikumar
发明人： Vinay Kakade , Bo Pang , Nilesh Dalvi , Shanmugasundaram Ravikumar
IPC分类号： G06F15/16
CPC分类号： G06F17/30867 , G06Q30/06 , G06Q50/01
摘要： A method, apparatus, and computer-readable medium are provided for matching items of user-generated content to entities is provided. Items of user-generated content, such as status updates, are gathered. For each of the items, a machine determines a degree to which the item is associated with an entity. In one aspect, items are matched to an entity by matching the content of the items to attributes of the entity. In another aspect, items are matched to an entity by predicting attributes of an author of the items and determining a distance between the predicted attributes of the author and the attributes of the entity. The distance may be a physical distance between locations of the entity and user or a contextual distance between categories for the entity and posts by the author. Items matched to the entity may be displayed on an interface concurrently with information about the entity.
摘要翻译：提供了一种用于将用户生成的内容与实体相匹配的方法，装置和计算机可读介质。收集用户生成内容的项目，如状态更新。对于每个项目，机器确定项目与实体相关联的程度。在一个方面，通过将项目的内容与实体的属性相匹配来将项目与实体相匹配。在另一方面，通过预测项目的作者的属性并确定作者的预测属性与实体的属性之间的距离来将项目与实体相匹配。该距离可以是实体和用户的位置之间的物理距离或作者的实体和帖子的类别之间的上下文距离。与实体匹配的项目可以与接口的实体同时显示。

8. 发明申请

US20120102104A1 MATCHING ITEMS OF USER-GENERATED CONTENT TO ENTITIES 有权
标题翻译：用户生成内容与实体的匹配项目
公开(公告)号：US20120102104A1
公开(公告)日：2012-04-26
申请号：US12909766
申请日：2010-10-21
申请人： Vinay Kakade , Bo Pang , Nilesh Dalvi , Shanmugasundaram Ravikumar
发明人： Vinay Kakade , Bo Pang , Nilesh Dalvi , Shanmugasundaram Ravikumar
IPC分类号： G06F15/16 , G06F17/30
CPC分类号： G06F17/30867 , G06Q30/06 , G06Q50/01
摘要： A method, apparatus, and computer-readable medium are provided for matching items of user-generated content to entities is provided. Items of user-generated content, such as status updates, are gathered. For each of the items, a machine determines a degree to which the item is associated with an entity. In one aspect, items are matched to an entity by matching the content of the items to attributes of the entity. In another aspect, items are matched to an entity by predicting attributes of an author of the items and determining a distance between the predicted attributes of the author and the attributes of the entity. The distance may be a physical distance between locations of the entity and user or a contextual distance between categories for the entity and posts by the author. Items matched to the entity may be displayed on an interface concurrently with information about the entity.
摘要翻译：提供了一种用于将用户生成的内容与实体相匹配的方法，装置和计算机可读介质。收集用户生成内容的项目，如状态更新。对于每个项目，机器确定项目与实体相关联的程度。在一个方面，通过将项目的内容与实体的属性相匹配来将项目与实体相匹配。在另一方面，通过预测项目的作者的属性并确定作者的预测属性与实体的属性之间的距离来将项目与实体相匹配。该距离可以是实体和用户的位置之间的物理距离或作者的实体和帖子的类别之间的上下文距离。与实体匹配的项目可以与接口的实体同时显示。

9. 发明授权

US07870131B2 Mitigation of search engine hijacking 有权
标题翻译：搜索引擎劫持的缓解
公开(公告)号：US07870131B2
公开(公告)日：2011-01-11
申请号：US11956055
申请日：2007-12-13
申请人： Shanmugasundaram Ravikumar , Bo Pang
发明人： Shanmugasundaram Ravikumar , Bo Pang
IPC分类号： G06F7/00
CPC分类号： G06F17/30864
摘要： The subject matter disclosed herein relates to mitigation of search engine hijacking. In one example implementation, a sentiment value associated with anchortext in a search engine result may be determined. Similarly, a sentiment value of one or more web pages referenced by the anchor text may also be determined. A divergence between sentiment values associated with the anchortext and a web page may then determined.
摘要翻译：本文公开的主题涉及减轻搜索引擎劫持。在一个示例实现中，可以确定与搜索引擎结果中的anchorextext相关联的情绪值。类似地，也可以确定由锚文本引用的一个或多个网页的情感值。然后可以确定与anchorextext和网页相关联的情感值之间的差异。

10. 发明申请

US20100010982A1 WEB CONTENT CHARACTERIZATION BASED ON SEMANTIC FOLKSONOMIES ASSOCIATED WITH USER GENERATED CONTENT 审中-公开
标题翻译：基于与用户生成内容相关的语义分析的WEB内容特征
公开(公告)号：US20100010982A1
公开(公告)日：2010-01-14
申请号：US12169761
申请日：2008-07-09
申请人： Andrei Z. Broder , Evgeniy Gabrilovich , Bo Pang , Vanja Josifovski
发明人： Andrei Z. Broder , Evgeniy Gabrilovich , Bo Pang , Vanja Josifovski
IPC分类号： G06F7/06 , G06F17/30
CPC分类号： G06F16/9535 , G06F16/958
摘要： The present invention is directed towards a method and system for characterizing web content based on capturing semantics of folksonomies relating to content entities of user generated content. The method and system includes determining a plurality of tags that describe a plurality of content entities and determining a co-occurrence of the tags. The method and system further includes generating weighted vectors based on the determined co-occurrence of tags and characterizing the content entity based on the weight vectors. Thereby, the characterization of the content entity may be used for any number of suitable purposes, including, by way of example, improving search results and associated advertising relevancy.
摘要翻译：本发明涉及一种用于基于与用户生成的内容的内容实体有关的民俗分类的语义来表征网页内容的方法和系统。该方法和系统包括确定描述多个内容实体的多个标签并确定标签的同现。所述方法和系统还包括基于所确定的标签的同时生成加权向量并且基于所述权重向量来表征所述内容实体。因此，内容实体的表征可以用于任何数量的合适目的，包括例如改进搜索结果和相关联的广告相关性。

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