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1. 发明授权

US09262390B2 Methods and systems for annotating electronic documents 有权
标题翻译：注释电子文件的方法和系统
公开(公告)号：US09262390B2
公开(公告)日：2016-02-16
申请号：US12874313
申请日：2010-09-02
申请人： Narasimha R. Edala , Donald Loritz , Srinivas Edala , Patrick Simpson
发明人： Narasimha R. Edala , Donald Loritz , Srinivas Edala , Patrick Simpson
IPC分类号： G06F17/00 , G06F17/24 , G06F17/30 , G06F17/27 , G06F17/22 , G06K9/00
CPC分类号： G06F17/241 , G06F17/2211 , G06F17/2235 , G06F17/242 , G06F17/277 , G06F17/2785 , G06F17/30011 , G06F17/30014 , G06F17/3053 , G06F17/30616 , G06F17/30705 , G06F17/3071 , G06F17/30722 , G06F17/30731 , G06F17/30997 , G06K9/00463 , G06K9/00469 , G06K9/00483
摘要： A computer-implemented method of annotating an electronic document may include receiving annotation information corresponding to a first electronic document file and creating annotation metadata that is associated with the annotation information. The method may further include storing the annotation information and associated annotation metadata in an annotation file that is separate from the first electronic document file, and anchoring the annotation information to a target electronic document file at an anchor location corresponding to the annotation metadata. The annotation metadata may be generated by assigning a target offset value to individual neighboring tokens defining an annotation neighborhood, wherein the target offset values correspond to positions of the neighboring tokens with respect to an annotation location within the first electronic document file. The annotation metadata may also comprise topographic patterns that are compared between source and target documents to determine the anchor location.
摘要翻译：计算机实现的注释电子文档的方法可以包括接收对应于第一电子文档文件的注释信息并创建与注释信息相关联的注释元数据。该方法还可以包括将注释信息和相关联的注释元数据存储在与第一电子文档文件分开的注释文件中，以及在与注释元数据对应的锚位置处将注释信息锚定到目标电子文档文件。注释元数据可以通过将目标偏移值分配给定义注释邻域的各个相邻令牌来生成，其中目标偏移值对应于相对于第一电子文档文件中的注释位置的相邻令牌的位置。注释元数据还可以包括在源文档和目标文档之间进行比较以确定锚位置的地形模式。

2. 发明申请

US20130254220A1 METHODS AND SYSTEMS FOR CREATING AND USING AN ADAPTIVE THESAURUS 审中-公开
标题翻译：用于创建和使用自适应THESAURUS的方法和系统
公开(公告)号：US20130254220A1
公开(公告)日：2013-09-26
申请号：US13897093
申请日：2013-05-17
申请人： Donald LORITZ , Shian-jung CHEN , Narasimha EDALA , Harry SILVER
发明人： Donald LORITZ , Shian-jung CHEN , Narasimha EDALA , Harry SILVER
IPC分类号： G06F17/30
CPC分类号： G06F17/30976 , G06F17/2795 , G06F17/30672
摘要： Methods and systems are provided for creating an adaptive thesaurus. A term pair including an index term and an expansion term is received. A recall gain, an expansion independence, and a semantic similarity of the term pair are calculated using a processor. Whether to store the term pair is determined based on the recall gain, the expansion independence, and the semantic similarity. The term pair is stored based on the determination. Methods and systems are provided for searching using an adaptive thesaurus. A search query including a query term is received. An expansion term stored in association with an index term matching the query term in the adaptive thesaurus is retrieved. Using a processor, the search query is expanded using the expansion term based on a recall gain, an expansion independence, and a semantic similarity.
摘要翻译：提供了用于创建自适应词典的方法和系统。接收包括索引项和扩展项的术语对。使用处理器计算术语对的回忆增益，扩展独立性和语义相似性。是否存储术语对是基于召回增益，扩展独立性和语义相似度来确定的。基于确定来存储术语对。提供了使用自适应词典进行搜索的方法和系统。收到包括查询项的搜索查询。检索与自适应词典中的查询项匹配的索引项相关联地存储的扩展项。使用处理器，使用基于回调增益，扩展独立性和语义相似度的扩展项来扩展搜索查询。

3. 发明申请

US20110016117A1 FUZZY PROXIMITY BOOSTING AND INFLUENCE KERNELS 有权
标题翻译： FUZZY近似加速和影响因素
公开(公告)号：US20110016117A1
公开(公告)日：2011-01-20
申请号：US12506092
申请日：2009-07-20
申请人： Narasimha EDALA , Donald Loritz
发明人： Narasimha EDALA , Donald Loritz
IPC分类号： G06F17/30
CPC分类号： G06F17/30867
摘要： A method and apparatus are provided for ranking documents according to relevancy scoring. In one implementation, a computer-implemented method is provided for receiving, from a database over a network, a document resulting from a search on a database, the document containing terms that match the search criteria. The method may calculate a standard deviation of a probability distribution function representing a distribution of the terms in the document that match the search criteria. The method may further determine relative distances between the terms in the document that match the search criteria according to the standard deviation. The method may further calculate a proximity boost value using the relative distances, and apply the proximity boost value to a base relevancy score of the document to determine a relevancy ranking. The document may then be ranked according to the relevancy ranking.
摘要翻译：提供了一种根据相关评分对文档进行排序的方法和装置。在一个实现中，提供了一种计算机实现的方法，用于通过网络从数据库接收由数据库上的搜索产生的文档，该文档包含与搜索条件匹配的条款。该方法可以计算表示文档中符合搜索条件的项的分布的概率分布函数的标准偏差。该方法还可以根据标准偏差来确定文档中符合搜索条件的项之间的相对距离。该方法可以使用相对距离进一步计算接近度升高值，并将邻近增益值应用于文档的基本相关性得分以确定相关性排序。然后可以根据相关性排名对该文档进行排名。

4. 发明申请

US20120331420A1 SYSTEM AND METHOD FOR SEARCHING FOR DOCUMENTS 有权
标题翻译：用于搜索文件的系统和方法
公开(公告)号：US20120331420A1
公开(公告)日：2012-12-27
申请号：US13612477
申请日：2012-09-12
申请人： Ronald J. MEYER , Richard AINSWORTH , Andrew FREISTHLER , Zachary W. BENNETT , Marc C. STIVER , Jason CALTON , Narasimha R. EDALA , David James MILLER , Donald LORITZ
发明人： Ronald J. MEYER , Richard AINSWORTH , Andrew FREISTHLER , Zachary W. BENNETT , Marc C. STIVER , Jason CALTON , Narasimha R. EDALA , David James MILLER , Donald LORITZ
IPC分类号： G06F17/30 , G06F3/048
CPC分类号： G06F17/30867
摘要： A computer system is disclosed. The computer system includes one or more processors, and a memory storage storing one or more instructions for implementing a search tool. The instructions, when executed, instruct the computer system to perform a set of steps. The steps include receiving a search query from a user computer, the search query including one or more search terms to use to perform a first search. The steps further include, based on the one or more search terms, performing the first search, and providing for display at the user computer a list of one or more law-related documents responsive to the search query, a list of one or more recommended sources in which to perform a second search for documents, and a list of legal topics associated with the responsive documents.
摘要翻译：公开了一种计算机系统。计算机系统包括一个或多个处理器，以及存储用于实现搜索工具的一个或多个指令的存储器存储器。指令执行时，指示计算机系统执行一组步骤。所述步骤包括从用户计算机接收搜索查询，所述搜索查询包括用于执行第一搜索的一个或多个搜索词。所述步骤还包括基于所述一个或多个搜索术语执行所述第一搜索，并且在所述用户计算机上提供响应于所述搜索查询的一个或多个法律相关文档的列表，一个或多个推荐的列表执行第二次搜索文档的来源以及与响应文档相关联的法律主题列表。

5. 发明授权

US08176044B2 Fuzzy proximity boosting and influence kernels 有权
标题翻译：模糊接近提升和影响内核
公开(公告)号：US08176044B2
公开(公告)日：2012-05-08
申请号：US12506092
申请日：2009-07-20
申请人： Narasimha Edala , Donald Loritz
发明人： Narasimha Edala , Donald Loritz
IPC分类号： G06F7/00
CPC分类号： G06F17/30867
摘要： A method and apparatus are provided for ranking documents according to relevancy scoring. In one implementation, a computer-implemented method is provided for receiving, from a database over a network, a document resulting from a search on a database, the document containing terms that match the search criteria. The method may calculate a standard deviation of a probability distribution function representing a distribution of the terms in the document that match the search criteria. The method may further determine relative distances between the terms in the document that match the search criteria according to the standard deviation. The method may further calculate a proximity boost value using the relative distances, and apply the proximity boost value to a base relevancy score of the document to determine a relevancy ranking. The document may then be ranked according to the relevancy ranking.
摘要翻译：提供了一种根据相关评分对文档进行排序的方法和装置。在一个实现中，提供了一种计算机实现的方法，用于通过网络从数据库接收由数据库上的搜索产生的文档，该文档包含与搜索条件匹配的条款。该方法可以计算表示文档中符合搜索条件的项的分布的概率分布函数的标准偏差。该方法还可以根据标准偏差来确定文档中符合搜索条件的项之间的相对距离。该方法可以使用相对距离进一步计算接近度升高值，并将邻近增益值应用于文档的基本相关性得分以确定相关性排序。然后可以根据相关性排名对该文档进行排名。

6. 发明授权

US07912705B2 System and method for extracting information from text using text annotation and fact extraction 有权
标题翻译：使用文本注释和事实提取从文本中提取信息的系统和方法
公开(公告)号：US07912705B2
公开(公告)日：2011-03-22
申请号：US12689629
申请日：2010-01-19
申请人： Mark D. Wasson , James S. Wiltshire, Jr. , Donald Loritz , Steve Xu , Shian-jung Dick Chen , Valentina Templar , Eleni Koutsomitopoulou
发明人： Mark D. Wasson , James S. Wiltshire, Jr. , Donald Loritz , Steve Xu , Shian-jung Dick Chen , Valentina Templar , Eleni Koutsomitopoulou
IPC分类号： G06F17/27 , G06F7/00 , G06F17/21
CPC分类号： G06F17/2775 , G06F17/241 , G06F17/30616 , G06F17/30734
摘要： A fact extraction tool set (“FEX”) finds and extracts targeted pieces of information from text using linguistic and pattern matching technologies, and in particular, text annotation and fact extraction. Text annotation tools break a text, such as a document, into its base tokens and annotate those tokens or patterns of tokens with orthographic, syntactic, semantic, pragmatic and other attributes. A user-defined “Annotation Configuration” controls which annotation tools are used in a given application. XML is used as the basis for representing the annotated text. A tag uncrossing tool resolves conflicting (crossed) annotation boundaries in an annotated text to produce well-formed XML from the results of the individual annotators. The fact extraction tool is a pattern matching language which is used to write scripts that find and match patterns of attributes that correspond to targeted pieces of information in the text, and extract that information.
摘要翻译：事实提取工具集（“FEX”）使用语言和模式匹配技术，特别是文本注释和事实提取，从文本中找到并提取目标信息。文本注释工具将文本（例如文档）打破到其基本标记中，并用正交，句法，语义，务实和其他属性注释那些令牌或模式的令牌。用户定义的“注释配置”控制在给定应用程序中使用的注释工具。 XML用作表示注释文本的基础。标签交换工具解析注释文本中的冲突（交叉）注释边界，以从单个注释器的结果生成格式良好的XML。事实提取工具是一种模式匹配语言，用于编写查找和匹配与文本中的目标信息段对应的属性模式的脚本，并提取该信息。

7. 发明申请

US20100198821A1 METHODS AND SYSTEMS FOR CREATING AND USING AN ADAPTIVE THESAURUS 有权
标题翻译：用于创建和使用自适应THESAURUS的方法和系统
公开(公告)号：US20100198821A1
公开(公告)日：2010-08-05
申请号：US12362940
申请日：2009-01-30
申请人： Donald LORITZ , Shian-jung CHEN , Narasimha EDALA , Harry SILVER
发明人： Donald LORITZ , Shian-jung CHEN , Narasimha EDALA , Harry SILVER
IPC分类号： G06F17/30
CPC分类号： G06F17/30976 , G06F17/2795 , G06F17/30672
摘要： Methods and systems are provided for creating an adaptive thesaurus. A term pair including an index term and an expansion term is received. A recall gain, an expansion independence, and a semantic similarity of the term pair are calculated using a processor. Whether to store the term pair is determined based on the recall gain, the expansion independence, and the semantic similarity. The term pair is stored based on the determination. Methods and systems are provided for searching using an adaptive thesaurus. A search query including a query term is received. An expansion term stored in association with an index term matching the query term in the adaptive thesaurus is retrieved. Using a processor, the search query is expanded using the expansion term based on a recall gain, an expansion independence, and a semantic similarity.
摘要翻译：提供了用于创建自适应词典的方法和系统。接收包括索引项和扩展项的术语对。使用处理器计算术语对的回忆增益，扩展独立性和语义相似性。是否存储术语对是基于召回增益，扩展独立性和语义相似度来确定的。基于确定来存储术语对。提供了使用自适应词典进行搜索的方法和系统。收到包括查询项的搜索查询。检索与自适应词典中的查询项匹配的索引项相关联地存储的扩展项。使用处理器，使用基于回调增益，扩展独立性和语义相似度的扩展项来扩展搜索查询。

8. 发明申请

US20050108630A1 Extraction of facts from text 审中-公开
标题翻译：从文本中提取事实
公开(公告)号：US20050108630A1
公开(公告)日：2005-05-19
申请号：US10716202
申请日：2003-11-19
申请人： Mark Wasson , James Wiltshire , Donald Loritz , Steve Xu , Shian-Jung Chen , Valentina Templar , Eleni Koutsomitopoulou
发明人： Mark Wasson , James Wiltshire , Donald Loritz , Steve Xu , Shian-Jung Chen , Valentina Templar , Eleni Koutsomitopoulou
IPC分类号： G06F20060101 , G06F15/00 , G06F17/00 , G06F17/24 , G06F17/30
CPC分类号： G06F17/2775 , G06F16/313 , G06F16/367 , G06F17/241
摘要： A fact extraction tool set (“FEX”) finds and extracts targeted pieces of information from text using linguistic and pattern matching technologies, and in particular, text annotation and fact extraction. Text annotation tools break a text, such as a document, into its base tokens and annotate those tokens or patterns of tokens with orthographic, syntactic, semantic, pragmatic and other attributes. A user-defined “Annotation Configuration” controls which annotation tools are used in a given application. XML is used as the basis for representing the annotated text. A tag uncrossing tool resolves conflicting (crossed) annotation boundaries in an annotated text to produce well-formed XML from the results of the individual annotators. The fact extraction tool is a pattern matching language which is used to write scripts that find and match patterns of attributes that correspond to targeted pieces of information in the text, and extract that information.
摘要翻译：事实提取工具集（“FEX”）使用语言和模式匹配技术，特别是文本注释和事实提取，从文本中找到并提取目标信息。文本注释工具将文本（例如文档）打破到其基本标记中，并用正交，句法，语义，实用和其他属性注释那些令牌或模式的令牌。用户定义的“注释配置”控制在给定应用程序中使用的注释工具。 XML用作表示注释文本的基础。标签交换工具解析注释文本中的冲突（交叉）注释边界，以从单个注释器的结果生成格式良好的XML。事实提取工具是一种模式匹配语言，用于编写查找和匹配与文本中的目标信息段对应的属性模式的脚本，并提取该信息。

9. 发明授权

US08849789B2 System and method for searching for documents 有权
标题翻译：用于搜索文件的系统和方法
公开(公告)号：US08849789B2
公开(公告)日：2014-09-30
申请号：US13612477
申请日：2012-09-12
申请人： Ronald J. Meyer , Richard Ainsworth , Andrew Freisthler , Zachary W. Bennett , Mark C. Stiver , Jason Calton , Narasimha R. Edala , David James Miller , Donald Loritz
发明人： Ronald J. Meyer , Richard Ainsworth , Andrew Freisthler , Zachary W. Bennett , Mark C. Stiver , Jason Calton , Narasimha R. Edala , David James Miller , Donald Loritz
IPC分类号： G06F17/30
CPC分类号： G06F17/30867
摘要： A computer system is disclosed. The computer system includes one or more processors, and a memory storage storing one or more instructions for implementing a search tool. The instructions, when executed, instruct the computer system to perform a set of steps. The steps include receiving a search query from a user computer, the search query including one or more search terms to use to perform a first search. The steps further include, based on the one or more search terms, performing the first search, and providing for display at the user computer a list of one or more law-related documents responsive to the search query, a list of one or more recommended sources in which to perform a second search for documents, and a list of legal topics associated with the responsive documents.
摘要翻译：公开了一种计算机系统。计算机系统包括一个或多个处理器，以及存储用于实现搜索工具的一个或多个指令的存储器存储器。指令执行时，指示计算机系统执行一组步骤。所述步骤包括从用户计算机接收搜索查询，所述搜索查询包括用于执行第一搜索的一个或多个搜索词。所述步骤还包括基于所述一个或多个搜索术语执行所述第一搜索，并且在所述用户计算机上提供响应于所述搜索查询的一个或多个法律相关文档的列表，一个或多个推荐的列表执行第二次搜索文档的来源以及与响应文档相关联的法律主题列表。

10. 发明授权

US08818999B2 Fuzzy proximity boosting and influence kernels 有权
标题翻译：模糊接近提升和影响内核
公开(公告)号：US08818999B2
公开(公告)日：2014-08-26
申请号：US13443589
申请日：2012-04-10
申请人： Narasimha Edala , Donald Loritz
发明人： Narasimha Edala , Donald Loritz
IPC分类号： G06F17/30
CPC分类号： G06F17/30867
摘要： A method and apparatus are provided for ranking documents according to relevancy scoring. In one implementation, a computer-implemented method is provided for receiving, from a database over a network, a document resulting from a search on a database, the document containing terms that match the search criteria. The method may calculate a standard deviation of a probability distribution function representing a distribution of the terms in the document that match the search criteria. The method may further determine relative distances between the terms in the document that match the search criteria according to the standard deviation. The method may further calculate a proximity boost value using the relative distances, and apply the proximity boost value to a base relevancy score of the document to determine a relevancy ranking. The document may then be ranked according to the relevancy ranking.
摘要翻译：提供了一种根据相关评分对文档进行排序的方法和装置。在一个实现中，提供了一种计算机实现的方法，用于通过网络从数据库接收由数据库上的搜索产生的文档，该文档包含与搜索条件匹配的条款。该方法可以计算表示文档中符合搜索条件的项的分布的概率分布函数的标准偏差。该方法还可以根据标准偏差来确定文档中符合搜索条件的项之间的相对距离。该方法可以使用相对距离进一步计算接近度升高值，并将邻近增益值应用于文档的基本相关性得分以确定相关性排序。然后可以根据相关性排名对该文档进行排名。

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