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1. 发明授权

US09443245B2 Opinion search engine 有权
标题翻译：意见搜索引擎
公开(公告)号：US09443245B2
公开(公告)日：2016-09-13
申请号：US12568702
申请日：2009-09-29
申请人： Jian-Tao Sun , Xiaochuan Ni , Peng Xu , Gang Wang , Ke Tang , Zheng Chen
发明人： Jian-Tao Sun , Xiaochuan Ni , Peng Xu , Gang Wang , Ke Tang , Zheng Chen
IPC分类号： G06F17/30 , G06F17/21 , G06Q30/02 , G06F17/27
CPC分类号： G06Q30/02 , G06F17/2785 , G06F17/30616 , G06F17/3071 , G06F17/30722 , G06F17/30867
摘要： A computer-readable storage medium having stored thereon computer-executable instructions which, when executed by a computer, cause the computer to implement an opinion search engine. The instructions to implement an opinion search engine cause the computer to collect opinion data about one or more objects from the Internet, extract metadata about the opinion data from the opinion data, remove duplicate metadata from the metadata to generate a resulting metadata, categorize the resulting metadata for similar objects according to one or more taxonomies from one or more websites on the Internet and rank the similar objects based on the categorized metadata.
摘要翻译：一种其上存储有计算机可执行指令的计算机可读存储介质，其在由计算机执行时使计算机实现意见搜索引擎。实施意见搜索引擎的说明导致计算机从互联网收集关于一个或多个对象的意见数据，从意见数据中提取关于意见数据的元数据，从元数据中移除重复的元数据以生成结果元数据，根据来自互联网上的一个或多个网站的一个或多个分类法的类似对象的元数据，并且基于分类的元数据对相似的对象进行排序。

2. 发明申请

US20110078157A1 OPINION SEARCH ENGINE 有权
标题翻译：意见搜索引擎
公开(公告)号：US20110078157A1
公开(公告)日：2011-03-31
申请号：US12568702
申请日：2009-09-29
申请人： Jian-Tao Sun , Xiaochuan Ni , Peng Xu , Gang Wang , Ke Tang , Zheng Chen
发明人： Jian-Tao Sun , Xiaochuan Ni , Peng Xu , Gang Wang , Ke Tang , Zheng Chen
IPC分类号： G06F17/30 , G06F7/00
CPC分类号： G06Q30/02 , G06F17/2785 , G06F17/30616 , G06F17/3071 , G06F17/30722 , G06F17/30867
摘要： A computer-readable storage medium having stored thereon computer-executable instructions which, when executed by a computer, cause the computer to implement an opinion search engine. The instructions to implement an opinion search engine cause the computer to collect opinion data about one or more objects from the Internet, extract metadata about the opinion data from the opinion data, remove duplicate metadata from the metadata to generate a resulting metadata, categorize the resulting metadata for similar objects according to one or more taxonomies from one or more websites on the Internet and rank the similar objects based on the categorized metadata.
摘要翻译：一种其上存储有计算机可执行指令的计算机可读存储介质，其在由计算机执行时使计算机实现意见搜索引擎。实施意见搜索引擎的说明导致计算机从互联网收集关于一个或多个对象的意见数据，从意见数据中提取关于意见数据的元数据，从元数据中移除重复的元数据以生成结果元数据，根据来自互联网上的一个或多个网站的一个或多个分类法的类似对象的元数据，并且基于分类的元数据对相似的对象进行排序。

3. 发明授权

US09430521B2 Query expansion through searching content identifiers 有权
标题翻译：通过搜索内容标识符查询扩展
公开(公告)号：US09430521B2
公开(公告)日：2016-08-30
申请号：US12570948
申请日：2009-09-30
申请人： Zheng Chen , Gang Wang , Jian-Tao Sun , Xiaochuan Ni
发明人： Zheng Chen , Gang Wang , Jian-Tao Sun , Xiaochuan Ni
IPC分类号： G06F17/30
CPC分类号： G06F17/30392 , G06F17/30572
摘要： Techniques and technologies for expanding a gallery by seeding the gallery with seed query results. A template is identified which is associated with the subjects of the seed queries and content identifiers are identified which include the template. These content identifiers are used to expand the gallery to include more content identifiers than before the expansion of the gallery.
摘要翻译：通过种子查询结果种植画廊来扩大画廊的技术和技术。识别与种子查询的主题相关联的模板，并且识别包括模板的内容标识符。这些内容标识符用于展开图库以包括比展开图库之前更多的内容标识符。

4. 发明申请

US20110078193A1 QUERY EXPANSION THROUGH SEARCHING CONTENT IDENTIFIERS 有权
标题翻译：通过搜索内容标识符查询扩展
公开(公告)号：US20110078193A1
公开(公告)日：2011-03-31
申请号：US12570948
申请日：2009-09-30
申请人： Zheng Chen , Gang Wang , Jian-Tao Sun , Xiaochuan Ni
发明人： Zheng Chen , Gang Wang , Jian-Tao Sun , Xiaochuan Ni
IPC分类号： G06F17/30
CPC分类号： G06F17/30392 , G06F17/30572
摘要： Techniques and technologies for expanding a gallery by seeding the gallery with seed query results. A template is identified which is associated with the subjects of the seed queries and content identifiers are identified which include the template. These content identifiers are used to expand the gallery to include more content identifiers than before the expansion of the gallery.
摘要翻译：通过种子查询结果种植画廊来扩大画廊的技术和技术。识别与种子查询的主题相关联的模板，并且识别包括模板的内容标识符。这些内容标识符用于展开图库以包括比展开图库之前更多的内容标识符。

5. 发明申请

US20110208715A1 AUTOMATICALLY MINING INTENTS OF A GROUP OF QUERIES 审中-公开
标题翻译：一组查询的自动采矿意图
公开(公告)号：US20110208715A1
公开(公告)日：2011-08-25
申请号：US12710973
申请日：2010-02-23
申请人： Xiaochuan Ni , Jian-Tao Sun , Gang Wang , Zheng Chen
发明人： Xiaochuan Ni , Jian-Tao Sun , Gang Wang , Zheng Chen
IPC分类号： G06F17/30
CPC分类号： G06F16/9535 , G06F16/332
摘要： The automatic search intent mining technique described herein pertains to a technique for mining search intent from a group of queries. The automatic search intent mining technique described herein automatically mines search intents from a group of queries. The technique leverages knowledge of query log data in order to determine search intent. The automatic search intent mining technique, in one embodiment, utilizes three kinds of information sources: Web page content, Web page structure and search engine query log data to mine intents for a group of queries. In one embodiment of the technique, the three data sources are used separately to mine candidate search intents for each of the three sources. The candidate search intents extracted from each of the three sources are then integrated to form the final search intents.
摘要翻译：本文描述的自动搜索意图挖掘技术涉及用于从一组查询挖掘搜索意图的技术。本文所述的自动搜索意图挖掘技术自动从一组查询中挖掘搜索意图。该技术利用查询日志数据的知识来确定搜索意图。在一个实施例中，自动搜索意图挖掘技术利用三种信息源：网页内容，网页结构和搜索引擎查询日志数据到一组查询的挖掘意图。在该技术的一个实施例中，三个数据源分别用于挖掘三个源中的每一个的候选搜索意图。然后将从三个源中的每一个提取的候选搜索意图集成以形成最终搜索意图。

6. 发明授权

US08605996B2 Sentiment classification using out of domain data 有权
公开(公告)号：US08605996B2
公开(公告)日：2013-12-10
申请号：US12336137
申请日：2008-12-16
申请人： Xiaochuan Ni , Gang Wang , Jian-Tao Sun , Zheng Chen
发明人： Xiaochuan Ni , Gang Wang , Jian-Tao Sun , Zheng Chen
IPC分类号： G06K9/62 , G06K9/00
CPC分类号： G06N99/005 , G06F17/2785 , G06F17/30707 , G06K9/6267 , G06Q30/02 , G06Q30/0201
摘要： Providing sentiment classification of out of domain data are disclosed herein. In some aspects, a source domain having a trained classifier is matched to a target domain having a target classifier. The trained classifier may include identifiers that may be used to predict the sentiment of opinion data for the source domain. The target classifier may use the identifiers of the trained classifier to determine the sentiment of opinion data for the target domain.

7. 发明申请

US20100150393A1 SENTIMENT CLASSIFICATION USING OUT OF DOMAIN DATA 有权
标题翻译：使用域数据进行分类
公开(公告)号：US20100150393A1
公开(公告)日：2010-06-17
申请号：US12336137
申请日：2008-12-16
申请人： Xiaochuan Ni , Gang Wang , Jian-Tao Sun , Zheng Chen
发明人： Xiaochuan Ni , Gang Wang , Jian-Tao Sun , Zheng Chen
IPC分类号： G06K9/00
CPC分类号： G06N99/005 , G06F17/2785 , G06F17/30707 , G06K9/6267 , G06Q30/02 , G06Q30/0201
摘要： Providing sentiment classification of out of domain data are disclosed herein. In some aspects, a source domain having a trained classifier is matched to a target domain having a target classifier. The trained classifier may include identifiers that may be used to predict the sentiment of opinion data for the source domain. The target classifier may use the identifiers of the trained classifier to determine the sentiment of opinion data for the target domain.
摘要翻译：本文公开了提供域外数据的情绪分类。在一些方面，具有训练分类器的源域与具有目标分类器的目标域匹配。经过训练的分类器可以包括可用于预测源域的意见数据的情绪的标识符。目标分类器可以使用经过训练的分类器的标识符来确定目标域的意见数据的情绪。

8. 发明授权

US10984337B2 Context-based search query formation 有权
公开(公告)号：US10984337B2
公开(公告)日：2021-04-20
申请号：US13408853
申请日：2012-02-29
申请人： Peng Bai , Zheng Chen , Xuedong David Huang , Xiaochuan Ni , Jian-Tao Sun , Zhimin Zhang
发明人： Peng Bai , Zheng Chen , Xuedong David Huang , Xiaochuan Ni , Jian-Tao Sun , Zhimin Zhang
IPC分类号： G06N20/00 , G06F16/332
摘要： Searching is assisted by recognizing a selection of text from a document as an indication that a user wishes to initiate a search based on the selected text. The user is provided with query suggestions based on the selected text and the query suggestions are ranked based on a context provided by the document. The user may select the text by using a mouse, drawing a circle around the text on a touch screen, or by other input techniques. The query suggestions may be based on query reformulation or query expansion techniques applied to the selected text. Context provided by the document is used by a language model and/or an artificial intelligence system to rank the query suggestions in predicted order of relevance based on the selected text and the context.

9. 发明授权

US09336298B2 Dialog-enhanced contextual search query analysis 有权
标题翻译：对话增强的上下文搜索查询分析
公开(公告)号：US09336298B2
公开(公告)日：2016-05-10
申请号：US13162337
申请日：2011-06-16
申请人： Shipeng Li , Ye-Yi Wang , Xiaochuan Ni , Jian-Tao Sun , Zheng Chen , Zhimin Zhang , Xiaolong Li , Xuedong Huang , Li Jiang
发明人： Shipeng Li , Ye-Yi Wang , Xiaochuan Ni , Jian-Tao Sun , Zheng Chen , Zhimin Zhang , Xiaolong Li , Xuedong Huang , Li Jiang
IPC分类号： G06F17/30
CPC分类号： G06F17/30643
摘要： Embodiments of the present invention relate to systems, methods, and computer-storage media for a method of contextually analyzing terms within a search query. In one embodiment, a received search query is classified into a domain category. Additionally, information is assigned to a schema associated with the domain by analyzing the search query. Further, at least one search result that helps a user complete a task within the domain is provided based on the information in the schema.
摘要翻译：本发明的实施例涉及用于上下文分析搜索查询中的术语的方法的系统，方法和计算机存储介质。在一个实施例中，接收的搜索查询被分类为域类别。此外，通过分析搜索查询，将信息分配给与域关联的模式。此外，基于模式中的信息来提供帮助用户完成域内的任务的至少一个搜索结果。

10. 发明授权

US08843468B2 Classification of transactional queries based on identification of forms 有权
标题翻译：基于表单识别的事务查询分类
公开(公告)号：US08843468B2
公开(公告)日：2014-09-23
申请号：US12948846
申请日：2010-11-18
申请人： Xiaochuan Ni , Jian-tao Sun , Zheng Chen
发明人： Xiaochuan Ni , Jian-tao Sun , Zheng Chen
IPC分类号： G06F17/30
CPC分类号： G06F17/30657
摘要： A method for identifying transactional queries includes associating user queries with forms clicks on by users who employ a search engine to place the queries during query sessions. A score is assigned to each user query. The score reflects a likelihood that the respective query is a transactional query. The query is classified as a transactional query if the score exceeds a threshold value.
摘要翻译：用于识别事务查询的方法包括将用户查询与使用搜索引擎的用户点击的表单相关联，以在查询会话期间放置查询。分数分配给每个用户查询。分数反映了相应查询是事务查询的可能性。如果分数超过阈值，则查询被分类为事务查询。

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