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1. 发明授权

US08341159B2 Creating taxonomies and training data for document categorization 有权
标题翻译：为文档分类创建分类和培训数据
公开(公告)号：US08341159B2
公开(公告)日：2012-12-25
申请号：US11734528
申请日：2007-04-12
申请人： Stephen C. Gates
发明人： Stephen C. Gates
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/3071 , Y10S707/99935 , Y10S707/99943
摘要： Methods, apparatus and systems are provided to generate from a set of training documents a set of training data and a set of features for a taxonomy of categories. In this generated taxonomy the degree of feature overlap among categories is minimized in order to optimize use with a machine-based categorizer. However, the categories still make sense to a human because a human makes the decisions regarding category definitions. In an example embodiment, for each category, a plurality of training documents selected using Web search engines is generated, the documents winnowed to produce a more refined set of training documents, and a set of features highly differentiating for that category within a set of categories (a supercategory) extracted. This set of training documents or differentiating features is used as input to a categorizer, which determines for a plurality of test documents the plurality of categories to which they best belong.
摘要翻译：提供方法，装置和系统以从一组训练文件中产生一组训练数据和用于分类分类的一组特征。在这个生成的分类法中，最小化类别之间的特征重叠程度，以优化与基于机器的分类器的使用。然而，类别对人类来说仍然是有意义的，因为人类对类别定义做出决定。在一个示例性实施例中，对于每个类别，生成使用Web搜索引擎选择的多个训练文档，该文档被确定为产生更精细的一组训练文档，以及一组在一组类别内对该类别进行高度区分的特征（超级类别）提取。该组训练文档或区分特征被用作分类器的输入，分类器确定多个测试文档最佳属性的多个类别。

2. 发明授权

US08037061B2 System and computer readable medium for generating refinement categories for a set of search results 失效
标题翻译：用于为一组搜索结果生成细化类别的系统和计算机可读介质
公开(公告)号：US08037061B2
公开(公告)日：2011-10-11
申请号：US12353344
申请日：2009-01-14
申请人： Stephen C. Gates , Alexander W. Holt , Michael E. Moran , Pat Velderman
发明人： Stephen C. Gates , Alexander W. Holt , Michael E. Moran , Pat Velderman
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/30864 , Y10S707/99933 , Y10S707/99935
摘要： A system and computer readable medium for providing a set of refinement categories for a set of search results generated in response to a search query. The system comprises: a category identifier system that analyzes each search result and identifies at least one category from a hierarchy of categories for each search result, thereby providing a list of identified categories; a ranking system that ranks each category in the list of identified categories; and a selection system that selects a predetermined number of the highest ranking categories from the list of identified categories to generate the set of refinement categories, wherein the selection system eliminates categories from the set of refinement categories if the category has a parent in the set of refinement categories.
摘要翻译：一种系统和计算机可读介质，用于为响应于搜索查询生成的一组搜索结果提供一组细化类别。该系统包括：类别标识符系统，其分析每个搜索结果并且从每个搜索结果的类别的层次中识别至少一个类别，从而提供所识别的类别的列表; 一个排名系统，将所列类别列表中的每个类别排列; 以及选择系统，其从所识别的类别的列表中选择预定数量的最高等级类别以生成一组细化类别，其中如果所述类别具有所述一组细化类别中的父母，则所述选择系统从所述一组细化类别中去除类别细化类别。

3. 发明授权

US06360227B1 System and method for generating taxonomies with applications to content-based recommendations 有权
标题翻译：用于生成基于内容的建议的分类法的系统和方法
公开(公告)号：US06360227B1
公开(公告)日：2002-03-19
申请号：US09240231
申请日：1999-01-29
申请人： Charu Chandra Aggarwal , Stephen C. Gates , Philip Shi-Lung Yu
发明人： Charu Chandra Aggarwal , Stephen C. Gates , Philip Shi-Lung Yu
IPC分类号： G06F1700
CPC分类号： G06F17/30873 , Y10S707/99935 , Y10S707/99943 , Y10S707/99944
摘要： A graph taxonomy of information which is represented by a plurality of vectors is generated. The graph taxonomy includes a plurality of nodes and a plurality of edges. The plurality of nodes is generated, and each node of the plurality of nodes is associated with ones of the plurality of vectors. A tree hierarchy is established based on the plurality of nodes. A plurality of distances between ones of the plurality of nodes is calculated. Ones of the plurality of nodes are connected with other ones of the plurality of nodes by ones of the plurality of edges based on the plurality of distances. The information represented by the plurality of vectors may be, for example, a plurality of documents such as Web Pages.
摘要翻译：生成由多个向量表示的信息的图分类法。图形分类法包括多个节点和多个边缘。生成多个节点，并且多个节点中的每个节点与多个向量中的每个节点相关联。基于多个节点建立树层次结构。计算多个节点中的多个节点之间的多个距离。基于多个距离，多个节点中的一个与多个节点中的其他节点通过多个边缘中的一个连接。由多个向量表示的信息可以是例如多个文档，例如网页。

4. 发明授权

US09135465B2 System and method to provide server control for access to mobile client data 有权
标题翻译：提供服务器控制以访问移动客户端数据的系统和方法
公开(公告)号：US09135465B2
公开(公告)日：2015-09-15
申请号：US13570816
申请日：2012-08-09
申请人： Pau-Chen Cheng , Stephen C. Gates , Lawrence Koved , Wilfried Teiken
发明人： Pau-Chen Cheng , Stephen C. Gates , Lawrence Koved , Wilfried Teiken
IPC分类号： H04L29/06 , G06F21/62
CPC分类号： H04L63/20 , G06F21/6218 , H04L9/14 , H04L63/04 , H04L63/0428 , H04L63/08 , H04L63/083 , H04L63/0861 , H04L2209/80 , H04W12/06
摘要： Systems and methods for protecting a data item include, upon initiation of transfer of the data item from a server to a client device, determining a sensitivity score and a current protection level of the data item. A policy is applied to determine an appropriate protection for the data item based upon the sensitivity score and the current protection level. A protected data item is provided to the client device by applying the appropriate protection to the data item.
摘要翻译：用于保护数据项的系统和方法包括在数据项从服务器传送到客户端设备时，确定数据项的灵敏度得分和当前保护级别。根据灵敏度分数和当前保护级别，应用策略确定对数据项的适当保护。受保护的数据项通过对数据项应用适当的保护来提供给客户端设备。

5. 发明申请

US20090125491A1 SYSTEM AND COMPUTER READABLE MEDIUM FOR GENERATING REFINEMENT CATEGORIES FOR A SET OF SEARCH RESULTS 失效
标题翻译：用于生成一组搜索结果的修订类别的系统和计算机可读介质
公开(公告)号：US20090125491A1
公开(公告)日：2009-05-14
申请号：US12353344
申请日：2009-01-14
申请人： Stephen C. Gates , Alexander W. Holt , Michael E. Moran , Pat Velderman
发明人： Stephen C. Gates , Alexander W. Holt , Michael E. Moran , Pat Velderman
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , Y10S707/99933 , Y10S707/99935
摘要： A system and computer readable medium for providing a set of refinement categories for a set of search results generated in response to a search query. The system comprises: a category identifier system that analyzes each search result and identifies at least one category from a hierarchy of categories for each search result, thereby providing a list of identified categories; a ranking system that ranks each category in the list of identified categories; and a selection system that selects a predetermined number of the highest ranking categories from the list of identified categories to generate the set of refinement categories, wherein the selection system eliminates categories from the set of refinement categories if the category has a parent in the set of refinement categories.
摘要翻译：一种系统和计算机可读介质，用于为响应于搜索查询生成的一组搜索结果提供一组细化类别。该系统包括：类别标识符系统，其分析每个搜索结果并且从每个搜索结果的类别的层次中识别至少一个类别，从而提供所识别的类别的列表; 一个排名系统，将所列类别列表中的每个类别排列; 以及选择系统，其从所识别的类别的列表中选择预定数量的最高排名的类别以生成一组细化类别，其中如果所述类别具有所述一组细化类别中的父类，则所述选择系统从所述一组细化类别中消除类别细化类别。

6. 发明授权

US07523095B2 System and method for generating refinement categories for a set of search results 失效
标题翻译：用于为一组搜索结果生成细化类别的系统和方法
公开(公告)号：US07523095B2
公开(公告)日：2009-04-21
申请号：US10426166
申请日：2003-04-29
申请人： Stephen C. Gates , Alexander W. Holt , Michael E. Moran , Pat Velderman
发明人： Stephen C. Gates , Alexander W. Holt , Michael E. Moran , Pat Velderman
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , Y10S707/99933 , Y10S707/99935
摘要： A system for enhancing search results generated in response to a search query. The system comprises: a category identifier system that analyzes each search result and identifies at least one category from a hierarchy of categories for each search result, thereby providing a list of identified categories; a ranking system that ranks each category in the list of identified categories; and a selection system that selects a predetermined number of the highest ranking categories from the list of identified categories to generate the set of refinement categories, wherein the selection system eliminates categories from the set of refinement categories if the category has a parent in the set of refinement categories.
摘要翻译：用于增强响应于搜索查询而生成的搜索结果的系统。该系统包括：类别标识符系统，其分析每个搜索结果并且从每个搜索结果的类别的层次中识别至少一个类别，从而提供所识别的类别的列表; 一个排名系统，将所列类别列表中的每个类别排列; 以及选择系统，其从所识别的类别的列表中选择预定数量的最高排名的类别以生成一组细化类别，其中如果所述类别具有所述一组细化类别中的父类，则所述选择系统从所述一组细化类别中消除类别细化类别。

7. 发明授权

US07409404B2 Creating taxonomies and training data for document categorization 有权
标题翻译：为文档分类创建分类和培训数据
公开(公告)号：US07409404B2
公开(公告)日：2008-08-05
申请号：US10205666
申请日：2002-07-25
申请人： Stephen C. Gates
发明人： Stephen C. Gates
IPC分类号： G06F7/00
CPC分类号： G06F17/3071 , Y10S707/99935 , Y10S707/99943
摘要： Methods, apparatus and systems to generate from a set of training documents a set of training data and a set of features for a taxonomy of categories. In this generated taxonomy the degree of feature overlap among categories is minimized in order to optimize use with a machine-based categorizer. However, the categories still make sense to a human because a human makes the decisions regarding category definitions. In an example embodiment, for each category, a plurality of training documents selected using Web search engines is generated, the documents winnowed to produce a more refined set of training documents, and a set of features highly differentiating for that category within a set of categories (a supercategory) extracted. This set of training documents or differentiating features is used as input to a categorizer, which determines for a plurality of test documents the plurality of categories to which they best belong.
摘要翻译：从一组训练文件中产生一组训练数据和一组分类的特征的方法，装置和系统。在这个生成的分类法中，最小化类别之间的特征重叠程度，以优化与基于机器的分类器的使用。然而，类别对人类来说仍然是有意义的，因为人类对类别定义做出决定。在一个示例性实施例中，对于每个类别，生成使用Web搜索引擎选择的多个训练文档，该文档被确定为产生更精细的一组训练文档，以及一组在一组类别内对该类别进行高度区分的特征（超级类别）提取。该组训练文档或区分特征被用作分类器的输入，分类器确定多个测试文档最佳属性的多个类别。

8. 发明授权

US09594921B2 System and method to provide server control for access to mobile client data 有权
标题翻译：提供服务器控制以访问移动客户端数据的系统和方法
公开(公告)号：US09594921B2
公开(公告)日：2017-03-14
申请号：US13555905
申请日：2012-07-23
申请人： Pau-Chen Cheng , Stephen C. Gates , Lawrence Koved , Wilfried Teiken
发明人： Pau-Chen Cheng , Stephen C. Gates , Lawrence Koved , Wilfried Teiken
IPC分类号： H04L29/06 , G06F21/62
CPC分类号： H04L63/20 , G06F21/6218 , H04L9/14 , H04L63/04 , H04L63/0428 , H04L63/08 , H04L63/083 , H04L63/0861 , H04L2209/80 , H04W12/06
摘要： Systems and methods for protecting a data item include, upon initiation of transfer of the data item from a server to a client device, determining a sensitivity score and a current protection level of the data item. A policy is applied to determine an appropriate protection for the data item based upon the sensitivity score and the current protection level. A protected data item is provided to the client device by applying the appropriate protection to the data item.
摘要翻译：用于保护数据项的系统和方法包括在数据项从服务器传送到客户端设备时，确定数据项的灵敏度得分和当前保护级别。根据灵敏度分数和当前保护级别，应用策略确定对数据项的适当保护。受保护的数据项通过对数据项应用适当的保护来提供给客户端设备。

9. 发明申请

US20130232543A1 SYSTEM AND METHOD TO PROVIDE SERVER CONTROL FOR ACCESS TO MOBILE CLIENT DATA 审中-公开
公开(公告)号：US20130232543A1
公开(公告)日：2013-09-05
申请号：US13570816
申请日：2012-08-09
申请人： Pau-Chen Cheng , Stephen C. Gates , Lawrence Koved , Wilfried Teiken
发明人： Pau-Chen Cheng , Stephen C. Gates , Lawrence Koved , Wilfried Teiken
IPC分类号： H04L9/00
CPC分类号： H04L63/20 , G06F21/6218 , H04L9/14 , H04L63/04 , H04L63/0428 , H04L63/08 , H04L63/083 , H04L63/0861 , H04L2209/80 , H04W12/06
摘要： Systems and methods for protecting a data item include, upon initiation of transfer of the data item from a server to a client device, determining a sensitivity score and a current protection level of the data item. A policy is applied to determine an appropriate protection for the data item based upon the sensitivity score and the current protection level. A protected data item is provided to the client device by applying the appropriate protection to the data item.

10. 发明申请

US20130232542A1 SYSTEM AND METHOD TO PROVIDE SERVER CONTROL FOR ACCESS TO MOBILE CLIENT DATA 有权
公开(公告)号：US20130232542A1
公开(公告)日：2013-09-05
申请号：US13555905
申请日：2012-07-23
申请人： Pau-Chen Cheng , Stephen C. Gates , Lawrence Koved , Wilfried Teiken
发明人： Pau-Chen Cheng , Stephen C. Gates , Lawrence Koved , Wilfried Teiken
IPC分类号： G06F21/00
CPC分类号： H04L63/20 , G06F21/6218 , H04L9/14 , H04L63/04 , H04L63/0428 , H04L63/08 , H04L63/083 , H04L63/0861 , H04L2209/80 , H04W12/06
摘要： Systems and methods for protecting a data item include, upon initiation of transfer of the data item from a server to a client device, determining a sensitivity score and a current protection level of the data item. A policy is applied to determine an appropriate protection for the data item based upon the sensitivity score and the current protection level. A protected data item is provided to the client device by applying the appropriate protection to the data item.

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