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1. 发明授权

US08355997B2 Method and system for developing a classification tool 有权
标题翻译：开发分类工具的方法和系统
公开(公告)号：US08355997B2
公开(公告)日：2013-01-15
申请号：US12618159
申请日：2009-11-13
申请人： Evan R. Kirshenbaum , George Forman , Shyam Sundar Rajaram
发明人： Evan R. Kirshenbaum , George Forman , Shyam Sundar Rajaram
IPC分类号： G06F15/18 , G06F7/00
CPC分类号： G06N5/02
摘要： An exemplary embodiment of the present invention provides a computer implemented method of developing a classifier. The method includes receiving input for a case, the case comprising a plurality of instances and an example, the example comprising a plurality of data fields each corresponding to one of the plurality of instances, wherein the input indicates which, if any, of the instances includes a data field belonging to a target class. The method also includes training the classifier based, at least in part, on the input from the trainer.
摘要翻译：本发明的示例性实施例提供了一种开发分类器的计算机实现方法。所述方法包括接收用于案例的输入，所述情况包括多个实例和示例，所述示例包括多个数据字段，每个数据字段对应于所述多个实例中的一个，其中所述输入指示哪个实例包括属于目标类的数据字段。该方法还包括至少部分地基于训练者的输入来训练分类器。

2. 发明申请

US20110119209A1 METHOD AND SYSTEM FOR DEVELOPING A CLASSIFICATION TOOL 有权
标题翻译：用于开发分类工具的方法和系统
公开(公告)号：US20110119209A1
公开(公告)日：2011-05-19
申请号：US12618181
申请日：2009-11-13
申请人： Evan R. Kirshenbaum , George Forman , Shyam Sundar Rajaram
发明人： Evan R. Kirshenbaum , George Forman , Shyam Sundar Rajaram
IPC分类号： G06F15/18 , G06N5/02
CPC分类号： G06N5/02
摘要： An exemplary embodiment of the present invention provides a computer implemented method of developing a classifier. The method includes obtaining a set of training data comprising labeled cases. The method also includes training a classifier based, at least in part, on the training data. The method also includes applying the classifier to a plurality of unlabeled cases to generate classification scores for each of the unlabeled cases, wherein each classification score corresponds with an instance of a corresponding case. Furthermore, the classification score corresponding to a first instance in a case is computed based, at least in part, on a value of a case-centric feature corresponding to the first instance, wherein the value of the case-centric feature is based, at least in part, on characteristics of the first instance and a second instance in the case.
摘要翻译：本发明的示例性实施例提供了一种开发分类器的计算机实现方法。该方法包括获得包括标记情况的一组训练数据。该方法还包括至少部分地基于训练数据来训练分类器。该方法还包括将分类器应用于多个未标记的情况以产生每个未标记情况的分类分数，其中每个分类分数对应于相应病例的实例。此外，至少部分地基于与第一实例对应的以案例为中心的特征的值来计算与案例中的第一实例相对应的分类得分，其中以案例为中心的特征的值基于至少部分是关于一审的特征和第二例的情况。

3. 发明申请

US20110119267A1 METHOD AND SYSTEM FOR PROCESSING WEB ACTIVITY DATA 有权
标题翻译：用于处理网络活动数据的方法和系统
公开(公告)号：US20110119267A1
公开(公告)日：2011-05-19
申请号：US12618151
申请日：2009-11-13
申请人： George Forman , Evan R. Kirshenbaum , Shyam Sundar Rajaram
发明人： George Forman , Evan R. Kirshenbaum , Shyam Sundar Rajaram
IPC分类号： G06F15/16 , G06F17/30
CPC分类号： G06Q10/00 , G06Q30/00
摘要： The present disclosure provides a computer-implemented method of processing Web activity data. The method includes obtaining a collection of Web activity data generated by a plurality of users at a plurality of Webpages, wherein the Webpages are from a plurality of unaffiliated Websites. The method also includes extracting a plurality of search terms from the Web activity data and associating each of the plurality of search terms with a corresponding Webpage. The method also includes generating statistical data from the Web activity data based, at least in part, on the search terms, the statistical data corresponding to the online activity at one or more Webpages.
摘要翻译：本公开提供了一种处理Web活动数据的计算机实现的方法。该方法包括获得在多个网页上由多个用户生成的Web活动数据的集合，其中所述网页来自多个无关联的网站。该方法还包括从Web活动数据中提取多个搜索词，并将多个搜索词中的每一个与相应的页面相关联。该方法还包括至少部分地基于搜索词来生成来自Web活动数据的统计数据，对应于一个或多个网页上的在线活动的统计数据。

4. 发明申请

US20110119208A1 METHOD AND SYSTEM FOR DEVELOPING A CLASSIFICATION TOOL 有权
标题翻译：用于开发分类工具的方法和系统
公开(公告)号：US20110119208A1
公开(公告)日：2011-05-19
申请号：US12618159
申请日：2009-11-13
申请人： Evan R. Kirshenbaum , George Forman , Shyam Sundar Rajaram
发明人： Evan R. Kirshenbaum , George Forman , Shyam Sundar Rajaram
IPC分类号： G06F15/18 , G06N5/02
CPC分类号： G06N5/02
摘要： An exemplary embodiment of the present invention provides a computer implemented method of developing a classifier. The method includes receiving input for a case, the case comprising a plurality of instances and an example, the example comprising a plurality of data fields each corresponding to one of the plurality of instances, wherein the input indicates which, if any, of the instances includes a data field belonging to a target class. The method also includes training the classifier based, at least in part, on the input from the trainer.
摘要翻译：本发明的示例性实施例提供了一种开发分类器的计算机实现方法。所述方法包括接收用于案例的输入，所述情况包括多个实例和示例，所述示例包括多个数据字段，每个数据字段对应于所述多个实例中的一个，其中所述输入指示哪个实例包括属于目标类的数据字段。该方法还包括至少部分地基于训练者的输入来训练分类器。

5. 发明授权

US09576251B2 Method and system for processing web activity data 有权
标题翻译：处理Web活动数据的方法和系统
公开(公告)号：US09576251B2
公开(公告)日：2017-02-21
申请号：US12618151
申请日：2009-11-13
申请人： George Forman , Evan R. Kirshenbaum , Shyam Sundar Rajaram
发明人： George Forman , Evan R. Kirshenbaum , Shyam Sundar Rajaram
IPC分类号： G06F17/30 , G06Q10/00 , G06Q30/00
CPC分类号： G06Q10/00 , G06Q30/00
摘要： The present disclosure provides a computer-implemented method of processing Web activity data. The method includes obtaining a collection of Web activity data generated by a plurality of users at a plurality of Webpages, wherein the Webpages are from a plurality of unaffiliated Websites. The method also includes extracting a plurality of search terms from the Web activity data and associating each of the plurality of search terms with a corresponding Webpage. The method also includes generating statistical data from the Web activity data based, at least in part, on the search terms, the statistical data corresponding to the online activity at one or more Webpages.
摘要翻译：本公开提供了一种处理Web活动数据的计算机实现的方法。该方法包括获得在多个网页上由多个用户生成的Web活动数据的集合，其中所述网页来自多个无关联的网站。该方法还包括从Web活动数据中提取多个搜索词，并将多个搜索词中的每一个与相应的页面相关联。该方法还包括至少部分地基于搜索词来生成来自Web活动数据的统计数据，对应于一个或多个网页上的在线活动的统计数据。

6. 发明申请

US20110119268A1 METHOD AND SYSTEM FOR SEGMENTING QUERY URLS 审中-公开
标题翻译：用于分析查询URL的方法和系统
公开(公告)号：US20110119268A1
公开(公告)日：2011-05-19
申请号：US12618170
申请日：2009-11-13
申请人： Shyam Sundar Rajaram , George Forman , Evan R. Kirshenbaum
发明人： Shyam Sundar Rajaram , George Forman , Evan R. Kirshenbaum
IPC分类号： G06F17/30
CPC分类号： G06F16/9566
摘要： A computer implemented method of grouping query URLs is provided. The method includes obtaining a plurality of query URLs generated at a plurality of Websites. The method also includes analyzing the query URLs to identify similarities between the URLs. The method also includes grouping the query URLs into cases based, at least in part, on the similarities, wherein each case comprises a plurality of instances, and each instance comprises a plurality of data field values corresponding to data fields with a same data field name.
摘要翻译：提供了一种计算机实现的对查询URL进行分组的方法。该方法包括获得在多个网站处生成的多个查询URL。该方法还包括分析查询URL以识别URL之间的相似性。该方法还包括至少部分地基于相似性将查询URL分组到案例中，其中每个案例包括多个实例，并且每个实例包括与具有相同数据字段名称的数据字段相对应的多个数据字段值。

7. 发明授权

US08311957B2 Method and system for developing a classification tool 有权
标题翻译：开发分类工具的方法和系统
公开(公告)号：US08311957B2
公开(公告)日：2012-11-13
申请号：US12618181
申请日：2009-11-13
申请人： Evan R. Kirshenbaum , George Forman , Shyam Sundar Rajaram
发明人： Evan R. Kirshenbaum , George Forman , Shyam Sundar Rajaram
IPC分类号： G06F15/18 , G06F17/00
CPC分类号： G06N5/02
摘要： An exemplary embodiment of the present invention provides a computer implemented method of developing a classifier. The method includes obtaining a set of training data comprising labeled cases. The method also includes training a classifier based, at least in part, on the training data. The method also includes applying the classifier to a plurality of unlabeled cases to generate classification scores for each of the unlabeled cases, wherein each classification score corresponds with an instance of a corresponding case. Furthermore, the classification score corresponding to a first instance in a case is computed based, at least in part, on a value of a case-centric feature corresponding to the first instance, wherein the value of the case-centric feature is based, at least in part, on characteristics of the first instance and a second instance in the case.
摘要翻译：本发明的示例性实施例提供了一种开发分类器的计算机实现方法。该方法包括获得包括标记情况的一组训练数据。该方法还包括至少部分地基于训练数据来训练分类器。该方法还包括将分类器应用于多个未标记的情况以产生每个未标记情况的分类分数，其中每个分类分数对应于相应病例的实例。此外，至少部分地基于与第一实例对应的以案例为中心的特征的值来计算与案例中的第一实例相对应的分类分数，其中以案例为中心的特征的值基于至少部分是关于一审的特征和第二例的情况。

8. 发明授权

US08266179B2 Method and system for processing text 有权
标题翻译：处理文字的方法和系统
公开(公告)号：US08266179B2
公开(公告)日：2012-09-11
申请号：US12570309
申请日：2009-09-30
申请人： George Forman , Evan R. Kirshenbaum
发明人： George Forman , Evan R. Kirshenbaum
IPC分类号： G06F17/00
CPC分类号： G06F17/30628 , G06F17/277 , G06F17/30675
摘要： An exemplary embodiment of the present invention provides a method of processing an electronic text document. The method includes obtaining a character from the document. The method also includes obtaining a hash input code from a character map, the hash input code corresponding to the character. The method also includes modifying a hash value based on the hash input code if the hash input code indicates that the character is part of a token, or asserting the hash value if the hash input code indicates that character is not part of a token.
摘要翻译：本发明的示例性实施例提供了一种处理电子文本文档的方法。该方法包括从文档中获取字符。该方法还包括从字符映射获得散列输入代码，对应于该字符的散列输入代码。该方法还包括：如果散列输入代码指示字符是令牌的一部分，则基于散列输入代码来修改散列值，或者如果散列输入代码指示该字符不是令牌的一部分，则确定散列值。

9. 发明授权

US08627403B1 Policy applicability determination 失效
标题翻译：政策适用性确定
公开(公告)号：US08627403B1
公开(公告)日：2014-01-07
申请号：US11831342
申请日：2007-07-31
申请人： Evan R. Kirshenbaum , Henri J. Suermondt , Mark David Lillibridge , Kei Yuasa , Kave Eshghi , George Forman
发明人： Evan R. Kirshenbaum , Henri J. Suermondt , Mark David Lillibridge , Kei Yuasa , Kave Eshghi , George Forman
IPC分类号： H04L29/06
CPC分类号： G06F21/6218 , G06F21/10 , G06F21/604
摘要： Provided are, among other things, systems, methods and techniques for determining applicability of a policy defined by reference to a source document. A first sketch that was generated based on content of the source document is obtained, and a matching criterion is defined based on the first sketch. Also obtained is a second sketch that was generated based on content of a potential target document. A determination is made as to whether the policy applies to the potential target document based on whether the second sketch satisfies the matching criterion and, if the policy applies, a notification regarding applicability of the policy automatically is provided and/or an action automatically is blocked so as to prevent a violation of the policy.
摘要翻译：除其他之外，提供了用于确定通过引用源文档定义的策略的适用性的系统，方法和技术。获得基于源文档的内容生成的第一个草图，并且基于第一个草图来定义匹配标准。还获得了基于潜在目标文档的内容生成的第二个草图。根据第二草图是否满足匹配标准，确定该策略是否适用于潜在目标文档，如果策略适用，则自动提供关于策略适用性的通知和/或自动阻止的动作以防止违反政策。

10. 发明申请

US20110126122A1 SYSTEMS AND METHODS FOR GENERATING PROFILES FOR USE IN CUSTOMIZING A WEBSITE 审中-公开
标题翻译：用于生成用于自定义网站的配置文件的系统和方法
公开(公告)号：US20110126122A1
公开(公告)日：2011-05-26
申请号：US12623221
申请日：2009-11-20
申请人： George Forman , Evan R. Kirshenbaum
发明人： George Forman , Evan R. Kirshenbaum
IPC分类号： G06F3/048
CPC分类号： G06F16/9535
摘要： Systems and methods are disclosed for constructing a profile that obtain text associated with web content. Logic instructions are provided by a party that is unaffiliated with a party that provides the web content to allow a profile associated with a user to include information from two or more web sites that are unaffiliated with one another. A match between the text and a target in a target set is detected. The profile associated with the user is modified based on the match.
摘要翻译：公开了用于构建获取与web内容相关联的文本的简档的系统和方法。逻辑指令由与提供网络内容的一方无关的一方提供，以允许与用户相关联的简档包括来自彼此不附属的两个或多个网站的信息。检测目标集中的文本和目标之间的匹配。基于匹配修改与用户关联的配置文件。

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