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71. 发明授权

US07346621B2 Method and system for ranking objects based on intra-type and inter-type relationships 失效
标题翻译：基于内部类型和类型间关系对对象进行排序的方法和系统
公开(公告)号：US07346621B2
公开(公告)日：2008-03-18
申请号：US10846835
申请日：2004-05-14
申请人： Benyu Zhang , Hua-Jun Zeng , Wei-Ying Ma , Wensi Xi , Zheng Chen , Edward A. Fox
发明人： Benyu Zhang , Hua-Jun Zeng , Wei-Ying Ma , Wensi Xi , Zheng Chen , Edward A. Fox
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , G06F17/30882 , Y10S707/954 , Y10S707/955 , Y10S707/962 , Y10S707/99942 , Y10S707/99943
摘要： A method and system for ranking objects based on relationships with objects of a different object type is provided. The ranking system defines an equation for each attribute of each type of object. The equations define the attribute values and are based on relationships between the attribute and the attributes associated with the same type of object and different types of objects. The ranking system iteratively calculates the attribute values for the objects using the equations until the attribute values converge on a solution. The ranking system then ranks objects based on attribute values.
摘要翻译：提供了一种用于基于与不同对象类型的对象的关系对对象进行排序的方法和系统。排名系统定义每种类型对象的每个属性的方程。方程式定义属性值，并且基于属性和与相同类型的对象和不同类型对象相关联的属性之间的关系。排序系统使用等式迭代地计算对象的属性值，直到属性值收敛于解。然后，排名系统根据属性值排列对象。

72. 发明申请

US20080016087A1 INTERACTIVELY CRAWLING DATA RECORDS ON WEB PAGES 失效
标题翻译：互联网络数据记录在网页上
公开(公告)号：US20080016087A1
公开(公告)日：2008-01-17
申请号：US11456753
申请日：2006-07-11
申请人： Benyu Zhang , Chenxi Lin , Hua-Jun Zeng , Jian Wang , Ke Tang , Zheng Chen
发明人： Benyu Zhang , Chenxi Lin , Hua-Jun Zeng , Jian Wang , Ke Tang , Zheng Chen
IPC分类号： G06F7/00
CPC分类号： G06F17/30864 , Y10S707/99935
摘要： The invention provides a method of interactively crawling data records on a web page. Users may select various data records of interest on a web page to generate templates to search for similar data items on the same web page or on different web pages. A tree matching algorithm may be used to compare and extract data matching the generated template.
摘要翻译：本发明提供了一种在网页上交互地爬行数据记录的方法。用户可以在网页上选择感兴趣的各种数据记录，以生成在同一网页或不同网页上搜索类似数据项的模板。可以使用树匹配算法来比较和提取与生成的模板匹配的数据。

73. 发明申请

US20060112392A1 Method and system for ranking messages of discussion threads 有权
标题翻译：讨论线索消息的方法和系统
公开(公告)号：US20060112392A1
公开(公告)日：2006-05-25
申请号：US11130803
申请日：2005-05-16
申请人： Benyu Zhang , Zheng Chen , Wensi Xi , Hua-Jun Zeng , Wei-Ying Ma
发明人： Benyu Zhang , Zheng Chen , Wensi Xi , Hua-Jun Zeng , Wei-Ying Ma
IPC分类号： G06F9/46
CPC分类号： H04L51/26 , H04L51/16 , H04L51/34 , Y10S707/99933 , Y10S707/99943
摘要： A method and system for ranking messages of discussion threads based on relationships between messages and authors is provided. The ranking system defines an equation for attributes of a message and an author. The equations define the attribute values and are based on relationships between the attribute and the attributes associated with the same type of object, and different types of objects. The ranking system iteratively calculates the attribute values for the objects using the equations until the attribute values converge on a solution. The ranking system then ranks the messages based on attribute values.
摘要翻译：提供了一种基于消息和作者之间的关系对讨论线程的消息进行排序的方法和系统。排名系统定义了消息和作者属性的方程式。方程定义属性值，并且基于属性和与相同类型对象相关联的属性以及不同类型对象之间的关系。排序系统使用等式迭代地计算对象的属性值，直到属性值收敛于解。然后，排名系统根据属性值排列消息。

74. 发明申请

US20060059121A1 Method and system for identifying an author of a paper 审中-公开
标题翻译：识别论文作者的方法和系统
公开(公告)号：US20060059121A1
公开(公告)日：2006-03-16
申请号：US10930617
申请日：2004-08-31
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 , G06K9/62
CPC分类号： G06F16/313 , G06F16/38
摘要： A system that identifies a person associated with a document is provided. The system retrieves a name associated with a document and reduces the name to a canonical form. The system then compares the canonical form of the name to the canonical form of the names of known persons. If a match is not found, then the system indicates that the person whose name is associated with the document is a previously unknown person. If a match is found, then the system compares attributes of the document with attributes of documents associated with the matching known person. If those attributes are similar, then the system indicates that the person whose name is associated with the document is the matching known person. Otherwise, the system indicates that the person whose name is associated with the document is a previously unknown person.
摘要翻译：提供了识别与文档相关联的人的系统。系统检索与文档关联的名称，并将名称缩小为规范形式。然后，系统将名称的规范形式与已知人员的名称的规范形式进行比较。如果没有找到匹配项，则系统指示姓名与该文档相关联的人员是以前未知的人员。如果找到匹配项，则系统将文档的属性与匹配的已知人员相关联的文档的属性进行比较。如果这些属性相似，系统会指出姓名与文档相关联的人员是匹配的已知人员。否则，系统表示姓名与文档相关联的人员是以前未知的人员。

75. 发明申请

US20060036596A1 Method and system for summarizing a document 有权
标题翻译：汇总文件的方法和系统
公开(公告)号：US20060036596A1
公开(公告)日：2006-02-16
申请号：US10918242
申请日：2004-08-13
申请人： Benyu Zhang , Wei-Ying Ma , Zheng Chen , Hua-Jun Zeng , Dou Shen
发明人： Benyu Zhang , Wei-Ying Ma , Zheng Chen , Hua-Jun Zeng , Dou Shen
IPC分类号： G06F17/30
CPC分类号： G06F17/30705 , G06F17/30719
摘要： A method and system for calculating the significance of a sentence within a document is provided. The summarization system calculates the significance of the sentences of a document and selects the most significant sentences as the summary of the document. The summarization system calculates the significance of a sentence based on the “important” words of the document that are contained within the sentence. The summarization system calculates the importance of words of the document using various scoring techniques and then combines the scores to classify a word as important or not important. The summarization system can then be used to identify significant sentences of the document based on the important words that a sentence contains and select significant sentences as a summary of the document.
摘要翻译：提供了一种用于计算文档中句子的重要性的方法和系统。总结系统计算文档的句子的重要性，并选择最重要的句子作为文档的摘要。总结系统根据文本中包含的“重要”字来计算句子的意义。总结系统使用各种评分技术计算文档的单词的重要性，然后将分数组合成一个单词重要或不重要。然后，总结系统可以用于基于句子包含的重要词语来识别文档的重要句子，并且将重要句子作为文档的摘要来选择。

76. 发明申请

US20060026152A1 Query-based snippet clustering for search result grouping 有权
公开(公告)号：US20060026152A1
公开(公告)日：2006-02-02
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： G06F17/30
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.

77. 发明申请

US20050246410A1 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：US20050246410A1
公开(公告)日：2005-11-03
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： G06F17/30 , G06F15/16
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。

78. 发明申请

US20050234973A1 Mining service requests for product support 审中-公开
标题翻译：采矿服务请求产品支持
公开(公告)号：US20050234973A1
公开(公告)日：2005-10-20
申请号：US10826160
申请日：2004-04-15
申请人： Hua-Jun Zeng , Benyu Zhang , Zheng Chen , Ji-Rong Wen , Hang Li , Wei-Ying Ma , Gabor Hirschler , Kurt Samuelson
发明人： Hua-Jun Zeng , Benyu Zhang , Zheng Chen , Ji-Rong Wen , Hang Li , Wei-Ying Ma , Gabor Hirschler , Kurt Samuelson
IPC分类号： G06F19/00 , G06F17/30 , G06N3/00 , G06N5/00 , G06N5/02
CPC分类号： G06N5/00 , G06N5/02
摘要： Systems and methods for mining service requests for product support are described. In one aspect, unstructured service requests are converted to one or more structured answer objects. Each structured answer object includes hierarchically structured historic problem diagnosis data. In view of a product problem description, a set of the one or more structured answer data objects is identified. Each structured solution data object in the set includes term(s) and/or phrase(s) related to the product problem description. Historic and hierarchically structured problem diagnosis data from the set is provided to an end-user for product problem diagnosis.
摘要翻译：描述了产品支持挖掘服务请求的系统和方法。在一个方面，非结构化服务请求被转换成一个或多个结构化答案对象。每个结构化答案对象包括分层结构的历史问题诊断数据。鉴于产品问题描述，识别一组一个或多个结构化答案数据对象。该集合中的每个结构化解决方案数据对象包括与产品问题描述相关的术语和/或短语。将集合中的历史和分层结构的问题诊断数据提供给最终用户进行产品问题诊断。

79. 发明授权

US08738467B2 Cluster-based scalable collaborative filtering 有权
标题翻译：基于群集的可扩展协作过滤
公开(公告)号：US08738467B2
公开(公告)日：2014-05-27
申请号：US11377480
申请日：2006-03-16
申请人： Chenxi Lin , Gui-Rong Xue , Hua-Jun Zeng , Zheng Chen , Benyu Zhang , Jian Wang
发明人： Chenxi Lin , Gui-Rong Xue , Hua-Jun Zeng , Zheng Chen , Benyu Zhang , Jian Wang
IPC分类号： G06Q30/00
CPC分类号： G06F17/30867 , G06Q30/0212 , G06Q30/0601 , G06Q30/0631
摘要： Methods for determining a predictive rating are disclosed. In an embodiment, an active user is compared to a set of clusters. One or more of the clusters are determined to be most similar to the active user. From the one or more clusters, K users are determined to be most similar to the active user. Prior ratings for an item by the K users may be used to predict a rating for the item for the active user.
摘要翻译：公开了确定预测等级的方法。在一个实施例中，将活动用户与一组集群进行比较。集群中的一个或多个被确定为与活动用户最相似。从一个或多个集群中，K个用户被确定为与活动用户最相似。 K用户对某项目的先前评级可用于预测活动用户的项目评级。

80. 发明授权

US07861149B2 Key phrase navigation map for document navigation 失效
标题翻译：关键短语导航地图文件导航
公开(公告)号：US07861149B2
公开(公告)日：2010-12-28
申请号：US11372365
申请日：2006-03-09
申请人： Min Wang , Benyu Zhang , Hua-Jun Zeng , Jian Wang , Shiguang Liu , Zheng Chen
发明人： Min Wang , Benyu Zhang , Hua-Jun Zeng , Jian Wang , Shiguang Liu , Zheng Chen
IPC分类号： G06F3/048 , G06F17/30
CPC分类号： G06F17/30713 , G06F17/272 , G06F17/2775 , G06F17/30643 , Y10S707/92
摘要： Computer-readable media having computer-executable instructions and apparatuses provide a keyphrase navigation map (KNM) for a document page. Keyphrases are extracted from the document page. Keyphrase clusters are subsequently formed by a measure of relevancy, and a salient keyphrase is determined for each cluster. A thumbnail is formed with tags corresponding to the salient keyphrases. A selected tag is expanded with associated keyphrases. An associated keyphrase may be further selected in order to facilitate the navigation of the document page. The displayed tags on the thumbnail are positioned in accordance with locations of associated keyphrases in the document page.
摘要翻译：具有计算机可执行指令和装置的计算机可读介质为文档页面提供关键词导航映射（KNM）。从文档页面提取关键短语。随后通过相关性的量度形成关键词组，并且为每个簇确定显着的关键短语。使用与突出关键短语相对应的标签形成缩略图。所选标签用相关的关键短语展开。可以进一步选择相关联的关键短语，以便于文档页面的导航。缩略图上显示的标签根据文档页面中相关联的关键短语的位置进行定位。

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