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51. 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。

52. 发明申请

US20060259473A1 System and method for utilizing the content of an online conversation to select advertising content and/or other relevant information for display 有权
标题翻译：用于利用在线对话的内容来选择广告内容和/或其他相关信息进行显示的系统和方法
公开(公告)号：US20060259473A1
公开(公告)日：2006-11-16
申请号：US11128788
申请日：2005-05-13
申请人： Ying Li , Li Li , Tarek Najm , Xianfang Wang , Hongbin Gao , Hua-Jun Zeng , Benyu Zhang , Zheng Chen
发明人： Ying Li , Li Li , Tarek Najm , Xianfang Wang , Hongbin Gao , Hua-Jun Zeng , Benyu Zhang , Zheng Chen
IPC分类号： G06F17/30
CPC分类号： G06Q30/02 , Y10S707/99937
摘要： Systems and methods for analyzing the content of online conversations using data mining technologies are provided. Methods and systems for utilizing the results of data mining technology implementation to retrieve relevant advertising content and/or other relevant information for display in association with the content of an online conversation are also provided.
摘要翻译：提供了使用数据挖掘技术分析在线对话内容的系统和方法。还提供了利用数据挖掘技术实现结果来检索相关广告内容和/或与在线对话内容相关联地显示的其他相关信息的方法和系统。

53. 发明申请

US20060204081A1 Method and system for incrementally learning an adaptive subspace by optimizing the maximum margin criterion 有权
公开(公告)号：US20060204081A1
公开(公告)日：2006-09-14
申请号：US11070382
申请日：2005-03-01
申请人： Benyu Zhang , Hua-Jun Zeng , Jun Yan , Wei-Ying Ma , Zheng Chen
发明人： Benyu Zhang , Hua-Jun Zeng , Jun Yan , Wei-Ying Ma , Zheng Chen
IPC分类号： G06K9/62 , G06K9/46
CPC分类号： G06K9/6234
摘要： A method and system for generating a projection matrix for projecting data from a high dimensional space to a low dimensional space. The system establishes an objective function based on a maximum margin criterion matrix. The system then provides data samples that are in the high dimensional space and have a class. For each data sample, the system incrementally derives leading eigenvectors of the maximum margin criterion matrix based on the derivation of the leading eigenvectors of the last data sample. The derived eigenvectors compose the projection matrix, which can be used to project data samples in a high dimensional space into a low dimensional space.

54. 发明申请

US20060004809A1 Method and system for calculating document importance using document classifications 有权
标题翻译：使用文件分类计算文件重要性的方法和系统
公开(公告)号：US20060004809A1
公开(公告)日：2006-01-05
申请号：US10881812
申请日：2004-06-30
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： G06F17/00
CPC分类号： G06F17/30882 , G06F17/30728 , G06F17/30864
摘要： A system for calculating the importance of web pages is provided. The web pages are organized hierarchically into collections. The system calculates the importance of each collection based on inter-collection links from a web page in one collection to a web page in another collection. The system then calculates the importance of web pages in the collections with a high calculated importance based on links between the web pages in those collections using, for example, a conventional page rank algorithm. The system may also calculate the importance of web pages in each collection with a low calculated importance separately based on the links between the web pages in the collection using, for example, a conventional page rank algorithm.
摘要翻译：提供了一种用于计算网页重要性的系统。网页分层组织成集合。系统基于从一个集合中的网页到另一个集合中的网页的集合间链接来计算每个集合的重要性。然后，该系统使用例如常规页面排序算法，基于这些集合中的网页之间的链接来计算具有高计算重要性的集合中的网页的重要性。该系统还可以基于使用例如常规页面排序算法的集合中的网页之间的链接来分别计算具有低计算重要性的每个集合中的网页的重要性。

55. 发明申请

US20060004561A1 Method and system for clustering using generalized sentence patterns 有权
公开(公告)号：US20060004561A1
公开(公告)日：2006-01-05
申请号：US10880662
申请日：2004-06-30
申请人： Benyu Zhang , Wei-Ying Ma , Zheng Chen , Hua-Jun Zeng
发明人： Benyu Zhang , Wei-Ying Ma , Zheng Chen , Hua-Jun Zeng
IPC分类号： G06F17/28
CPC分类号： G06F17/3071 , Y10S707/99931 , Y10S707/99933
摘要： A method and system for clustering documents based on generalized sentence patterns of the topics of the documents is provided. A generalized sentence patterns (“GSP”) system identifies a “sentence” that describes the topic of a document. To cluster documents, the GSP system generates a “generalized sentence” form of the sentence that describes the topic of each document. The generalized sentence is an abstraction of the words of the sentence. The GSP system identifies clusters of documents based on the patterns of their generalized sentences. The GSP system clusters documents when the generalized sentence representations of their topics have a similar pattern.

56. 发明授权

US08417568B2 Generation of contextual image-containing advertisements 有权
标题翻译：生成含上下文图像的广告
公开(公告)号：US08417568B2
公开(公告)日：2013-04-09
申请号：US11355634
申请日：2006-02-15
申请人： Shuzhen Nong , Ying Li , Tarek Najm , Li Li , Zheng Chen , Hua-Jun Zeng , Benyu Zhang , Yin Li , Dean Carignan , Ying-Qing Xu
发明人： Shuzhen Nong , Ying Li , Tarek Najm , Li Li , Zheng Chen , Hua-Jun Zeng , Benyu Zhang , Yin Li , Dean Carignan , Ying-Qing Xu
IPC分类号： G06Q30/00
CPC分类号： G06Q30/02
摘要： According to embodiments of the invention, an advertisement-generation system generates image-containing advertisements. The advertisement-generation system includes: at least one feature-selection guideline that specifies at least one recommended feature for image-containing advertisements based on advertiser inputs that specify at least one of advertisement-target-audience information, cost information, and advertiser-industry information; an image-clip library from which images are selected for inclusion in the image-containing advertisements; and at least one advertisement template that is based on the at least one feature-selection guideline; wherein the system automatically generates image-containing advertisements that contain one or more suggested colors that are automatically suggested based on one or more colors present on a web page that will host the image-containing advertisement.
摘要翻译：根据本发明的实施例，广告生成系统生成包含图像的广告。广告生成系统包括：至少一个特征选择指南，其基于广告商输入指定至少一个推荐的用于图像的广告的特征，其指定广告目标受众信息，成本信息和广告商行业中的至少一个信息; 选择图像以包含在包含图像的广告中的图像剪辑库; 以及至少一个基于所述至少一个特征选择指南的广告模板; 其中所述系统自动生成包含一个或多个建议的颜色的图像包含广告，所述一个或多个建议的颜色是基于存在于将承载含图像的广告的网页上的一种或多种颜色而自动建议的。

57. 发明授权

US07849089B2 Method and system for adapting search results to personal information needs 有权
标题翻译：将搜索结果适应个人信息需求的方法和系统
公开(公告)号：US07849089B2
公开(公告)日：2010-12-07
申请号：US12616739
申请日：2009-11-11
申请人： Benyu Zhang , Gui-Rong Xue , Hua-Jun Zeng , Wei-Ying Ma , Xue-Mei Jiang , Zheng Chen
发明人： Benyu Zhang , Gui-Rong Xue , Hua-Jun Zeng , Wei-Ying Ma , Xue-Mei Jiang , Zheng Chen
IPC分类号： G06F7/00 , G10L15/00
CPC分类号： G06F17/30882 , G06F17/30867 , Y10S707/99935
摘要： A method and system for adapting search results of a query to the information needs of the user submitting the query is provided. A search system analyzes click-through triplets indicating that a user submitted a query and that the user selected a document from the results of the query. To overcome the large size and sparseness of the click-through data, the search system when presented with an input triplet comprising a user, a query, and a document determines a probability that the user will find the input document important by smoothing the click-through triplets. The search system then orders documents of the result based on the probability of their importance to the input user.
摘要翻译：提供了一种用于将查询的搜索结果适应于提交查询的用户的信息需求的方法和系统。搜索系统分析点击三胞胎，指示用户提交了查询，并且用户从查询的结果中选择了文档。为了克服点击数据的大尺寸和稀疏性，当呈现包括用户，查询和文档的输入三元组时，搜索系统确定用户将通过平滑点击数据来重新找到输入文档的概率，通过三胞胎。然后，搜索系统基于其对输入用户的重要性的概率来订购结果的文档。

58. 发明申请

US20100057798A1 METHOD AND SYSTEM FOR ADAPTING SEARCH RESULTS TO PERSONAL INFORMATION NEEDS 有权
标题翻译：搜索结果适用于个人信息需求的方法和系统
公开(公告)号：US20100057798A1
公开(公告)日：2010-03-04
申请号：US12616739
申请日：2009-11-11
申请人： Benyu Zhang , Gui-Rong Xue , Hua-Jun Zeng , Wei-Ying Ma , Xue-Mei Jiang , Zheng Chen
发明人： Benyu Zhang , Gui-Rong Xue , Hua-Jun Zeng , Wei-Ying Ma , Xue-Mei Jiang , Zheng Chen
IPC分类号： G06F17/30
CPC分类号： G06F17/30882 , G06F17/30867 , Y10S707/99935
摘要： A method and system for adapting search results of a query to the information needs of the user submitting the query is provided. A search system analyzes click-through triplets indicating that a user submitted a query and that the user selected a document from the results of the query. To overcome the large size and sparseness of the click-through data, the search system when presented with an input triplet comprising a user, a query, and a document determines a probability that the user will find the input document important by smoothing the click-through triplets. The search system then orders documents of the result based on the probability of their importance to the input user.
摘要翻译：提供了一种用于将查询的搜索结果适应于提交查询的用户的信息需求的方法和系统。搜索系统分析点击三胞胎，指示用户提交了查询，并且用户从查询的结果中选择了文档。为了克服点击数据的大尺寸和稀疏性，搜索系统当呈现包括用户，查询和文档的输入三元组时，确定用户将通过平滑点击数据来重新找到输入文档的概率，通过三胞胎。然后，搜索系统基于其对输入用户的重要性的概率来订购结果的文档。

59. 发明授权

US07653627B2 System and method for utilizing the content of an online conversation to select advertising content and/or other relevant information for display 有权
公开(公告)号：US07653627B2
公开(公告)日：2010-01-26
申请号：US11128788
申请日：2005-05-13
申请人： Ying Li , Li Li , Tarek Najm , Xianfang Wang , Hongbin Gao , Hua-Jun Zeng , Benyu Zhang , Zheng Chen
发明人： Ying Li , Li Li , Tarek Najm , Xianfang Wang , Hongbin Gao , Hua-Jun Zeng , Benyu Zhang , Zheng Chen
IPC分类号： G06F17/30
CPC分类号： G06Q30/02 , Y10S707/99937
摘要： Systems and methods for analyzing the content of online conversations using data mining technologies are provided. Methods and systems for utilizing the results of data mining technology implementation to retrieve relevant advertising content and/or other relevant information for display in association with the content of an online conversation are also provided.

60. 发明授权

US07594277B2 Method and system for detecting when an outgoing communication contains certain content 失效
标题翻译：用于检测输出通信何时包含某些内容的方法和系统
公开(公告)号：US07594277B2
公开(公告)日：2009-09-22
申请号：US10881867
申请日：2004-06-30
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： G06F11/00 , G06F12/14 , G06F12/16 , G06F7/04 , G06F17/30 , 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。

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