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公开(公告)号:US07099855B1
公开(公告)日:2006-08-29
申请号:US09754179
申请日:2001-01-03
申请人: Yoram Nelken , Israel Nelken , Nissan Hajaj , Josemina Magdalen , Michael Bluger , Dani Cohen
发明人: Yoram Nelken , Israel Nelken , Nissan Hajaj , Josemina Magdalen , Michael Bluger , Dani Cohen
摘要: A system and method for electronic communication management comprises a universal data model, a modeling engine, and an adaptive knowledge base. The modeling engine includes a natural language processor and a statistical modeler. A communication is translated from its native format into the universal data model. The modeling engine determines the intent of the communication using the natural language processor and the statistical modeler. A response is generated, either automatically or by an agent. An audit module analyzes each response and provides feedback to the modeling engine and the adaptive knowledge base. The modeling engine uses the feedback to update models in the adaptive knowledge base. The modeling engine supports various application specific modules.
摘要翻译: 用于电子通信管理的系统和方法包括通用数据模型,建模引擎和自适应知识库。 建模引擎包括自然语言处理器和统计建模器。 通信从其本机格式转换为通用数据模型。 建模引擎使用自然语言处理器和统计建模器来确定通信的意图。 自动或由代理产生响应。 审计模块分析每个响应,并向建模引擎和自适应知识库提供反馈。 建模引擎使用反馈来更新自适应知识库中的模型。 建模引擎支持各种应用程序特定的模块。
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公开(公告)号:US07266535B1
公开(公告)日:2007-09-04
申请号:US11297197
申请日:2005-12-07
申请人: Yoram Nelken , Israel Nelken , Nissan Hajaj , Josemina Magdalen , Michael Bluger , Dani Cohen
发明人: Yoram Nelken , Israel Nelken , Nissan Hajaj , Josemina Magdalen , Michael Bluger , Dani Cohen
摘要: A system and method for electronic communication management comprises a universal data model, a modeling engine, and an adaptive knowledge base. The modeling engine includes a natural language processor and a statistical modeler. A communication is translated from its native format into the universal data model. The modeling engine determines the intent of the communication using the natural language processor and the statistical modeler. A response is generated, either automatically or by an agent. An audit module analyzes each response and provides feedback to the modeling engine and the adaptive knowledge base. The modeling engine uses the feedback to update models in the adaptive knowledge base. The modeling engine supports various application specific modules.
摘要翻译: 用于电子通信管理的系统和方法包括通用数据模型,建模引擎和自适应知识库。 建模引擎包括自然语言处理器和统计建模器。 通信从其本机格式转换为通用数据模型。 建模引擎使用自然语言处理器和统计建模器来确定通信的意图。 自动或由代理产生响应。 审计模块分析每个响应,并向建模引擎和自适应知识库提供反馈。 建模引擎使用反馈来更新自适应知识库中的模型。 建模引擎支持各种应用程序特定的模块。
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公开(公告)号:US07756810B2
公开(公告)日:2010-07-13
申请号:US11843937
申请日:2007-08-23
申请人: Yoram Nelken , Ronen Hod , Amir Navot , Sam Michelson , Randy Jessee , Tsachy Shacham , Beth Lanin , Nissan Hajaj , Avi Margalit , Josemina Magdalen , Dani Cohen
发明人: Yoram Nelken , Ronen Hod , Amir Navot , Sam Michelson , Randy Jessee , Tsachy Shacham , Beth Lanin , Nissan Hajaj , Avi Margalit , Josemina Magdalen , Dani Cohen
CPC分类号: G06F17/30286 , G06N5/022
摘要: A software tool for creating, training and testing a knowledge base of a computerized customer relationship management system is disclosed. The software tool includes corpus editing processes for displaying and editing text-based corpus items, and assigning selected categories to individual corpus items. Knowledge base construction processes construct a knowledge base by analyzing a first subset of the corpus items, and testing processes test the knowledge base on a second subset of the corpus items. Reporting processes generate reports containing indicia representative of the testing results, which may be utilized to edit the corpus items and retrain the knowledge base so as to improve performance.
摘要翻译: 公开了一种用于创建,培训和测试计算机化客户关系管理系统的知识库的软件工具。 软件工具包括用于显示和编辑基于文本的语料库项目的语料库编辑过程,并将选定的类别分配给单个语料库项目。 知识库建设过程通过分析语料库项目的第一个子集构建知识库,测试过程测试语料库项目的第二个子集上的知识库。 报告过程生成包含表示测试结果的标记的报告,可用于编辑语料库项目并重新训练知识库以提高性能。
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公开(公告)号:US08495002B2
公开(公告)日:2013-07-23
申请号:US10835694
申请日:2004-04-29
申请人: Yoram Nelken , Ronen Hod , Amir Navot , Sam Michelson , Randy Jessee , Tsachy Shacham , Beth Lanin , Nissan Hajaj , Avi Margalit , Josemina Magdalen , Dani Cohen
发明人: Yoram Nelken , Ronen Hod , Amir Navot , Sam Michelson , Randy Jessee , Tsachy Shacham , Beth Lanin , Nissan Hajaj , Avi Margalit , Josemina Magdalen , Dani Cohen
CPC分类号: G06F17/30286 , G06N5/022
摘要: A software tool for creating, training and testing a knowledge base of a computerized customer relationship management system is disclosed. The software tool includes corpus editing processes for displaying and editing text-based corpus items, and assigning selected categories to individual corpus items. Knowledge base construction processes construct a knowledge base by analyzing a first subset of the corpus items, and testing processes test the knowledge base on a second subset of the corpus items. Reporting processes generate reports containing indicia representative of the testing results, which may be utilized to edit the corpus items and retrain the knowledge base so as to improve performance.
摘要翻译: 公开了一种用于创建,培训和测试计算机化客户关系管理系统的知识库的软件工具。 软件工具包括用于显示和编辑基于文本的语料库项目的语料库编辑过程,并将选定的类别分配给单个语料库项目。 知识库建设过程通过分析语料库项目的第一个子集构建知识库,测试过程测试语料库项目的第二个子集上的知识库。 报告过程生成包含表示测试结果的标记的报告,可用于编辑语料库项目并重新训练知识库以提高性能。
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公开(公告)号:US07644057B2
公开(公告)日:2010-01-05
申请号:US10839829
申请日:2004-05-05
申请人: Yoram Nelken , Nissan Hajaj , Josemina Magdalen , Dani Cohen
发明人: Yoram Nelken , Nissan Hajaj , Josemina Magdalen , Dani Cohen
IPC分类号: G06F17/00
CPC分类号: G06F17/3071 , G06F17/2705 , G06F17/2785 , G06N5/022 , G06Q10/00 , G10L15/26
摘要: A system and method for classifying text includes a pre-processor, a knowledge base, and a statistical engine. The pre-processor identifies concepts in the text and creates a structured text object that contains the concepts. The structured text object is then passed to a statistical engine, which applies statistical information provided in nodes of a knowledge base to the structured text object in order to calculate a set of match scores, each match score representing the relevance of the text to an associated one of a plurality of predefined categories. The pre-processor may be implemented in the form of an interpreter which selects and executes a script that includes language- and scenario-specific instructions for performing linguistic and semantic analysis of the text.
摘要翻译: 用于分类文本的系统和方法包括预处理器,知识库和统计引擎。 预处理器识别文本中的概念,并创建包含概念的结构化文本对象。 然后将结构化文本对象传递给统计引擎,统计引擎将知识库节点中提供的统计信息应用于结构化文本对象,以便计算一组匹配分数,每个匹配分数表示文本与关联文本的相关性 多个预定类别之一。 预处理器可以以解释器的形式实现,该解释器选择和执行脚本,该脚本包括用于执行文本的语言和语义分析的语言和场景特定的指令。
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公开(公告)号:US07752159B2
公开(公告)日:2010-07-06
申请号:US11843909
申请日:2007-08-23
申请人: Yoram Nelken , Nissan Hajaj , Yosemina Magdalen , Dani Cohen
发明人: Yoram Nelken , Nissan Hajaj , Yosemina Magdalen , Dani Cohen
IPC分类号: G06F19/00
CPC分类号: G06F17/3071 , G06F17/2705 , G06F17/2785 , G06N5/022 , G06Q10/00 , G10L15/26
摘要: A system and method for classifying text includes a pre-processor, a knowledge base, and a statistical engine. The pre-processor identifies concepts in the text and creates a structured text object that contains the concepts. The structured text object is then passed to a statistical engine, which applies statistical information provided in nodes of a knowledge base to the structured text object in order to calculate a set of match scores, each match score representing the relevance of the text to an associated one of a plurality of predefined categories. The pre-processor may be implemented in the form of an interpreter which selects and executes a script that includes language- and scenario-specific instructions for performing linguistic and semantic analysis of the text.
摘要翻译: 用于分类文本的系统和方法包括预处理器,知识库和统计引擎。 预处理器识别文本中的概念,并创建包含概念的结构化文本对象。 然后将结构化文本对象传递给统计引擎,统计引擎将知识库节点中提供的统计信息应用于结构化文本对象,以便计算一组匹配分数,每个匹配分数表示文本与关联文本的相关性 多个预定类别之一。 预处理器可以以解释器的形式实现,该解释器选择和执行脚本,该脚本包括用于执行文本的语言和语义分析的语言和场景特定的指令。
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7.
公开(公告)号:US09230061B2
公开(公告)日:2016-01-05
申请号:US13586723
申请日:2012-08-15
申请人: Eyal Ephrat , Noam Velam , Dani Cohen
发明人: Eyal Ephrat , Noam Velam , Dani Cohen
CPC分类号: G06F17/30563 , G06F17/273 , G06F17/30528 , G06F17/30663 , G06F17/30731 , G06F19/00 , G06F19/325 , G06F19/3456 , G06Q30/018 , G06Q50/24 , G16H10/60
摘要: A contextual analysis system that extracts data elements from an unstructured text input; determines whether the extracted data elements are relevant to a predetermined context; and determines, for the extracted elements deemed as relevant, whether the information contained in the relevant data elements complies with a guideline.
摘要翻译: 从非结构化文本输入中提取数据元素的上下文分析系统; 确定所提取的数据元素是否与预定上下文相关; 并且对于所提取的元素,确定相关数据元素中包含的信息是否符合指南。
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8.
公开(公告)号:US20130054512A1
公开(公告)日:2013-02-28
申请号:US13586723
申请日:2012-08-15
申请人: Eyal EPHRAT , Noam Velam , Dani Cohen
发明人: Eyal EPHRAT , Noam Velam , Dani Cohen
IPC分类号: G06F17/30
CPC分类号: G06F17/30563 , G06F17/273 , G06F17/30528 , G06F17/30663 , G06F17/30731 , G06F19/00 , G06F19/325 , G06F19/3456 , G06Q30/018 , G06Q50/24 , G16H10/60
摘要: A contextual analysis system that extracts data elements from an unstructured text input; determines whether the extracted data elements are relevant to a predetermined context; and determines, for the extracted elements deemed as relevant, whether the information contained in the relevant data elements complies with a guideline.
摘要翻译: 从非结构化文本输入中提取数据元素的上下文分析系统; 确定所提取的数据元素是否与预定上下文相关; 并且对于所提取的元素,确定相关数据元素中包含的信息是否符合指南。
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