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1. 发明授权

US07194466B2 Object clustering using inter-layer links 失效
标题翻译：使用层间链路的对象聚类
公开(公告)号：US07194466B2
公开(公告)日：2007-03-20
申请号：US10427548
申请日：2003-05-01
申请人： Zheng Chen , Ji-Dong Wang , Hua-Jun Zeng , Xiaoming Sun , Li Tao , Wei-Ying Ma
发明人： Zheng Chen , Ji-Dong Wang , Hua-Jun Zeng , Xiaoming Sun , Li Tao , Wei-Ying Ma
IPC分类号： G06F17/30
CPC分类号： G06F17/30707 , G06K9/6218 , Y10S707/99936 , Y10S707/99937 , Y10S707/99943 , Y10S707/99945
摘要： One aspect relates to clustering a group of objects of a first object type based on a relative importance using links extending between objects of the first object type and certain objects of the second object type. In one embodiment, the first object type is a Web page object type and the second type is a user object type.
摘要翻译：一方面涉及使用在第一对象类型的对象和第二对象类型的特定对象之间延伸的链接基于相对重要性来聚集第一对象类型的对象组。在一个实施例中，第一对象类型是网页对象类型，第二类型是用户对象类型。

2. 发明授权

US09195942B2 Method and system for mining information based on relationships 有权
公开(公告)号：US09195942B2
公开(公告)日：2015-11-24
申请号：US12406039
申请日：2009-03-17
申请人： Benyu Zhang , Wei-Ying Ma , Gu Xu , Hongbin Gao , Zheng Chen , Randy Hinrichs , Hua-Jun Zeng
发明人： Benyu Zhang , Wei-Ying Ma , Gu Xu , Hongbin Gao , Zheng Chen , Randy Hinrichs , Hua-Jun Zeng
IPC分类号： G06F17/30 , G06N5/02
CPC分类号： G06N5/022 , G06F17/30616 , Y10S707/99933 , Y10S707/99934 , Y10S707/99935
摘要： A method and system for identifying information about people is provided. The information system identifies groups of people that have relationships based on their relationships to documents or more generally to objects. The information system initially is provided with an indication of which people have which relationships to which documents. The information system then identifies clusters of people based on having a relationship to the same objects. The information system may also identify clusters of related objects associated with a cluster of people. When a user wants to identify information about a person, the user can provide the name of that person to the information system. The information system then can retrieve and display the names of the other people who are in the same cluster as the person.

3. 发明授权

US08112268B2 Method and system for prioritizing communications based on sentence classifications 有权
标题翻译：基于句子分类优先通信的方法和系统
公开(公告)号：US08112268B2
公开(公告)日：2012-02-07
申请号：US12254796
申请日：2008-10-20
申请人： Zheng Chen , Wei-Ying Ma , Hua-Jun Zeng , Benyu Zhang
发明人： Zheng Chen , Wei-Ying Ma , Hua-Jun Zeng , Benyu Zhang
IPC分类号： G06F17/28
CPC分类号： G06F17/30
摘要： A method and system for prioritizing communications based on classifications of sentences within the communications is provided. A sentence classification system may classify sentences of communications according to various classifications such as “sentence mode.” The sentence classification system trains a sentence classifier using training data and then classifies sentences using the trained sentence classifier. After the sentences of a communication are classified, a document ranking system may generate a rank for the communication based on the classifications of the sentences within the communication. The document ranking system trains a document rank classifier using training data and then calculates the rank of communications using the trained document rank classifier.
摘要翻译：提供了一种基于通信内的句子分类来优先化通信的方法和系统。句子分类系统可以根据诸如“句子模式”的各种分类对通信句进行分类。句子分类系统使用训练数据训练句子分类器，然后使用训练句子分类器对句子进行分类。在对通信的句子进行分类之后，文档排序系统可以基于通信中的句子的分类来生成用于通信的等级。文档排序系统使用训练数据训练文档排序分类器，然后使用经过训练的文档排序分类器来计算通信的等级。

4. 发明授权

US07664735B2 Method and system for ranking documents of a search result to improve diversity and information richness 失效
标题翻译：搜索结果排序文件的方法和系统，以提高多样性和信息丰富度
公开(公告)号：US07664735B2
公开(公告)日：2010-02-16
申请号：US10837540
申请日：2004-04-30
申请人： Benyu Zhang , Zheng Chen , Hua-Jun Zeng , Wei-Ying Ma
发明人： Benyu Zhang , Zheng Chen , Hua-Jun Zeng , Wei-Ying Ma
IPC分类号： G06F17/00
CPC分类号： G06F17/30867 , Y10S707/99933
摘要： A method and system for ranking documents of search results based on information richness and diversity of topics. A ranking system determines the information richness of each document within a search result. The ranking system groups documents of a search result based on their relatedness, meaning that they are directed to similar topics. The ranking system ranks the documents to ensure that the highest ranking documents may include at least one document covering each topic, that is, one document from each of the groups. The ranking system selects the document from each group that has the highest information richness of the documents within the group. When the documents are presented to a user in rank order, the user will likely find on the first page of the search result documents that cover a variety of topics, rather than just a single popular topic.
摘要翻译：基于信息丰富性和主题多样性对搜索结果文档进行排序的方法和系统。排名系统确定搜索结果内每个文档的信息丰富度。排名系统根据其相关性对搜索结果的文档进行分组，这意味着它们针对类似的主题。排名系统排列文件，以确保最高排名的文档可能包含至少一个涵盖每个主题的文档，即每个组中的一个文档。排名系统选择组内文件信息丰富度最高的组中的文档。当文件以等级顺序呈现给用户时，用户可能会在搜索结果文档的第一页上找到涵盖各种主题的文档，而不仅仅是一个流行的主题。

5. 发明申请

US20090313706A1 METHOD AND SYSTEM FOR DETECTING WHEN AN OUTGOING COMMUNICATION CONTAINS CERTAIN CONTENT 有权
标题翻译：当出现通信包含某些内容时检测的方法和系统
公开(公告)号：US20090313706A1
公开(公告)日：2009-12-17
申请号：US12510186
申请日：2009-07-27
申请人： Benyu Zhang , Hua-Jun Zeng , Wei-Ying Ma , Zheng Chen
发明人： Benyu Zhang , Hua-Jun Zeng , Wei-Ying Ma , Zheng Chen
IPC分类号： G06F17/30 , G06F11/00 , G06F12/14 , G06F12/16 , G06F7/04 , G06F21/00 , G06F7/00 , G08B23/00 , H04N7/16
CPC分类号： G06F17/30616 , G06F17/30628 , G06F17/30678 , G06F21/6245 , H04L51/12 , Y10S707/99933
摘要： A method and system for detecting whether an outgoing communication contains confidential information or other target information is provided. The detection system is provided with a collection of documents that contain confidential information, referred to as “confidential documents.” When the detection system is provided with an outgoing communication, it compares the content of the outgoing communication to the content of the confidential documents. If the outgoing communication contains confidential information, then the detection system may prevent the outgoing communication from being sent outside the organization. The detection system detects confidential information based on the similarity between the content of an outgoing communication and the content of confidential documents that are known to contain confidential information.
摘要翻译：提供一种用于检测输出通信是否包含机密信息或其他目标信息的方法和系统。检测系统提供了一系列包含机密信息的文件，称为“机密文件”。当向检测系统提供传出通信时，将传出通信的内容与机密文档的内容进行比较。如果传出通信包含机密信息，则检测系统可以防止传出通信被发送到组织外部。检测系统基于传出通信的内容与已知包含机密信息的机密文档的内容之间的相似性来检测机密信息。

6. 发明授权

US07617176B2 Query-based snippet clustering for search result grouping 有权
标题翻译：基于查询的片段聚类，用于搜索结果分组
公开(公告)号：US07617176B2
公开(公告)日：2009-11-10
申请号：US10889841
申请日：2004-07-13
申请人： Hua-Jun Zeng , Qicai He , Guimei Liu , Zheng Chen , Benyu Zhang , Wei-Ying Ma
发明人： Hua-Jun Zeng , Qicai He , Guimei Liu , Zheng Chen , Benyu Zhang , Wei-Ying Ma
IPC分类号： G06F7/00
CPC分类号： G06F17/3071 , G06F17/30864 , Y10S707/99931
摘要： A clustering architecture that dynamically groups the search result documents into clusters labeled by phrases extracted from the search result snippets. Documents related to the same topic usually share a common vocabulary. The words are first clustered based on their co-occurrences and each cluster forms a potentially interesting topic. Keywords are chosen and then clustered by counting co-occurrences of pairs of keywords. Documents are assigned to relevant topics based on the feature vectors of the clusters.
摘要翻译：将搜索结果文档动态地分组到由从搜索结果片段中提取的短语标签的聚类体系结构。与同一主题相关的文件通常共享一个共同的词汇。这些单词首先基于它们的共同出现而聚集，并且每个集合形成潜在有趣的主题。选择关键词，然后通过计算关键字对的共同出现来聚类。基于集群的特征向量将文档分配给相关主题。

7. 发明申请

US20090228452A1 METHOD AND SYSTEM FOR MINING INFORMATION BASED ON RELATIONSHIPS 有权
标题翻译：基于关系挖掘信息的方法与系统
公开(公告)号：US20090228452A1
公开(公告)日：2009-09-10
申请号：US12406039
申请日：2009-03-17
申请人： Benyu Zhang , Wei-Ying Ma , Gu Xu , Hongbin Gao , Zheng Chen , Randy Hinrichs , Hua-Jun Zeng
发明人： Benyu Zhang , Wei-Ying Ma , Gu Xu , Hongbin Gao , Zheng Chen , Randy Hinrichs , Hua-Jun Zeng
IPC分类号： G06F17/30
CPC分类号： G06N5/022 , G06F17/30616 , Y10S707/99933 , Y10S707/99934 , Y10S707/99935
摘要： A method and system for identifying information about people is provided. The information system identifies groups of people that have relationships based on their relationships to documents or more generally to objects. The information system initially is provided with an indication of which people have which relationships to which documents. The information system then identifies clusters of people based on having a relationship to the same objects. The information system may also identify clusters of related objects associated with a cluster of people. When a user wants to identify information about a person, the user can provide the name of that person to the information system. The information system then can retrieve and display the names of the other people who are in the same cluster as the person.
摘要翻译：提供了一种用于识别人的信息的方法和系统。信息系统根据与文档的关系或更一般地与对象的关系来识别具有关系的人群。信息系统最初被提供指示哪些人与哪些文档有哪些关系。然后，信息系统基于与相同对象的关系来识别人群。信息系统还可以识别与一群人相关联的相关对象的群集。当用户想要识别关于人的信息时，用户可以向该信息系统提供该人的姓名。然后，信息系统可以检索和显示与该人在同一集群中的其他人的姓名。

8. 发明授权

US07584181B2 Implicit links search enhancement system and method for search engines using implicit links generated by mining user access patterns 有权
标题翻译：使用由采矿用户访问模式生成的隐式链接的搜索引擎的隐式链接搜索增强系统和方法
公开(公告)号：US07584181B2
公开(公告)日：2009-09-01
申请号：US10676794
申请日：2003-09-30
申请人： Hua-Jun Zeng , Gui-Rong Xue , Zheng Chen , Wei-Ying Ma
发明人： Hua-Jun Zeng , Gui-Rong Xue , Zheng Chen , Wei-Ying Ma
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/30867 , Y10S707/99935 , Y10S707/99937
摘要： An implicit links enhancement system and method for search engines that generates implicit links obtained from mining user access logs to facilitate enhanced local searching of web sites and intranets. The implicit links search enhancement system and method includes extracting implicit links by mining users' access patterns and then using a modified link analysis algorithm to re-rank search results obtained from traditional search engines. More specifically, the implicit links search enhancement method includes extracting implicit links from a user access log, generating an implicit links graph from the extracted implicit links, and computing page rankings using the implicit links graph. The implicit links are extracted from the log using a two-item sequential pattern mining technique. Search results obtained from a search engine are re-ranked based on an implicit links analysis performed using an updated implicit links graph, a modified re-ranking formula, and at least one re-ranking technique.
摘要翻译：一种用于搜索引擎的隐式链接增强系统和方法，用于生成从挖掘用户访问日志中获取的隐含链接，以促进对网站和内部网的增强的本地搜索。隐式链接搜索增强系统和方法包括通过挖掘用户访问模式提取隐含链接，然后使用修改的链接分析算法对从传统搜索引擎获取的搜索结果进行重新排序。更具体地，隐式链接搜索增强方法包括从用户访问日志提取隐含链接，从提取的隐式链接生成隐式链接图，以及使用隐式链接图计算页面排名。使用两项顺序模式挖掘技术从日志中提取隐式链接。基于使用更新的隐式链接图，修改的重新排列公式和至少一个重新排序技术执行的隐式链接分析，从搜索引擎获得的搜索结果被重新排序。

9. 发明授权

US07392474B2 Method and system for classifying display pages using summaries 有权
标题翻译：使用汇总分类显示页面的方法和系统
公开(公告)号：US07392474B2
公开(公告)日：2008-06-24
申请号：US10836319
申请日：2004-04-30
申请人： Zheng Chen , Dou Shen , Benyu Zhang , Hua-Jun Zeng , Wei-Ying Ma
发明人： Zheng Chen , Dou Shen , Benyu Zhang , Hua-Jun Zeng , Wei-Ying Ma
IPC分类号： G06F17/00
CPC分类号： G06F17/30719 , G06F17/30864
摘要： A method and system for classifying display pages based on automatically generated summaries of display pages. A web page classification system uses a web page summarization system to generate summaries of web pages. The summary of a web page may include the sentences of the web page that are most closely related to the primary topic of the web page. The summarization system may combine the benefits of multiple summarization techniques to identify the sentences of a web page that represent the primary topic of the web page. Once the summary is generated, the classification system may apply conventional classification techniques to the summary to classify the web page. The classification system may use conventional classification techniques such as a Naïve Bayesian classifier or a support vector machine to identify the classifications of a web page based on the summary generated by the summarization system.
摘要翻译：一种基于自动生成的显示页面摘要来分类显示页面的方法和系统。网页分类系统使用网页摘要系统来生成网页摘要。网页的摘要可以包括与网页的主要主题最密切相关的网页的句子。总结系统可以结合多个汇总技术的优点来识别代表网页的主要主题的网页的句子。一旦生成摘要，分类系统可以将常规分类技术应用于摘要以对网页进行分类。分类系统可以使用诸如朴素贝叶斯分类器或支持向量机的常规分类技术来基于由汇总系统生成的摘要来识别网页的分类。

10. 发明申请

US20060259356A1 Adpost: a centralized advertisement platform 审中-公开
标题翻译： Adpost：一个集中的广告平台
公开(公告)号：US20060259356A1
公开(公告)日：2006-11-16
申请号：US11127130
申请日：2005-05-12
申请人： Benyu Zhang , Fengping Zeng , Hua-Jun Zeng , Li Li , Wei-Ying Ma , Ying Li , Zheng Chen , Tarek Najm
发明人： Benyu Zhang , Fengping Zeng , Hua-Jun Zeng , Li Li , Wei-Ying Ma , Ying Li , Zheng Chen , Tarek Najm
IPC分类号： G06Q30/00
CPC分类号： G06Q30/02 , G06Q30/0256
摘要： A method is provided to ubiquitously promote products or services provided by a plurality of advertisers across a plurality of content-based applications. The method may include receiving data from the plurality of advertisers describing the products or services provided by the plurality of advertisers. The received data is stored in an advertisement database where a user may subsequently query the advertisement database to locate data promoting a product or service. Additionally, terms and payment data are extracted from the received advertisement data to efficiently promote the products or services provided by the advertiser across the plurality of content-based applications.
摘要翻译：提供了一种在多个基于内容的应用程序中无处不在地促进由多个广告商提供的产品或服务的方法。该方法可以包括从多个广告商接收描述由多个广告商提供的产品或服务的数据。所接收的数据被存储在广告数据库中，用户随后可以查询广告数据库以定位促销产品或服务的数据。此外，从接收到的广告数据中提取术语和支付数据，以有效地促进广告商在多个基于内容的应用程序中提供的产品或服务。

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