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公开(公告)号：US20160162788A1
公开(公告)日：2016-06-09
申请号：US14564040
申请日：2014-12-08
申请人： International Business Machines Corporation , Baylor College of Medicine , The Board of Regents, The University of Texas System
发明人： Ying Chen , Linda H. Kato , Jacques J. Labrie , Meenakshi Nagarajan , William Scott Spangler , Ioana R. Stanoi , Anbu Karani Adikesavan , Benjamin J. Bachman , Lawrence A. Donehower , Olivier Lichtarge , Sam J. Regenbogen , Maria E. Terron-Diaz , Angela D. Wilkins , Curtis R. Pickering
CPC分类号： G06N5/025
摘要： A method, system, and computer program product for event detection using roles and relationships of entities are provided in the illustrative embodiments. A training event and a set of entities participating in the training event are identified in a training data. For a first entity in the set of entities, a first role occupied by the entity in the event is determined. A behavior attribute is assigned to the first role. A relationship of the first role with a second role corresponding to a second entity in the set of entities is determined. An event rule is constructed to detect an event corresponding to the training event in new data and comprising a plurality of roles, behavior attributes, and the relationship. The plurality of roles includes the first role and the second role, and the plurality of behavior attributes includes the behavior attribute assigned to the first role.
摘要翻译： 在说明性实施例中提供了用于使用实体的角色和关系的事件检测的方法，系统和计算机程序产品。 在培训数据中确定参加培训活动的培训活动和一组实体。 对于该组实体中的第一个实体，确定事件中实体占用的第一个角色。 行为属性被分配给第一个角色。 确定第一角色与对应于该组实体中的第二实体的第二角色的关系。 构造事件规则以检测与新数据中的训练事件相对应的事件，并且包括多个角色，行为属性和关系。 多个角色包括第一角色和第二角色，并且多个行为属性包括分配给第一角色的行为属性。
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公开(公告)号：US09355089B1
公开(公告)日：2016-05-31
申请号：US14564068
申请日：2014-12-08
申请人： International Business Machines Corporation , Baylor College of Medicine , The Board of Regents, The University of Texas System
发明人： Meenakshi Nagarajan , William Scott Spangler , Benjamin J. Bachman , Lawrence A. Donehower , Olivier Lichtarge , Sam J. Regenbogen , Angela D. Wilkins , Curtis R. Pickering
CPC分类号： G06F17/274 , G06F17/2705 , G06F17/277 , G06F17/2775 , G06F17/30616
摘要： A new information in a language and relating to a subject matter domain is parsed into a constituent set of complete grammatical constructs. In a subset of the complete grammatical constructs, a set of linguistic styles of the language is identified according to a subset of a set of word-style associations related to the language and independent of the subject matter domain. A first weight is assigned to a first linguistic style and a second weight to a second linguistic style from the set of linguistic styles. A first intention information is mapped to the first style using a first style-intention rule, and a second intention information to the second style using a second style-intention rule. A complete grammatical construct in the subset is tagged with the first intention information responsive to a weight associated with the first intention information exceeding an intention selection threshold.
摘要翻译： 一种语言中的新信息和与主题领域相关的信息被解析为完整语法结构的组成部分。 在整个语法结构的一个子集中，根据与语言相关并且独立于主题领域的一组单词风格的关联的集合来识别该语言的一组语言风格。 从语言风格的集合将第一权重分配给第一语言风格和第二语言风格的第二权重。 使用第一样式意图规则将第一意图信息映射到第一样式，并且使用第二样式意图规则将第二意图信息映射到第二样式。 子集中的完整语法结构用第一意图信息标记，所述第一意图信息响应于与超过意图选择阈值的第一意图信息相关联的权重。
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公开(公告)号：US09720902B2
公开(公告)日：2017-08-01
申请号：US15071743
申请日：2016-03-16
申请人： International Business Machines Corporation , Baylor College of Medicine , The Board of Regents, The University of Texas System
发明人： Meenakshi Nagarajan , William Scott Spangler , Benjamin J. Bachman , Lawrence A. Donehower , Olivier Lichtarge , Sam J. Regenbogen , Angela D. Wilkins , Curtis R. Pickering
CPC分类号： G06F17/274 , G06F17/2705 , G06F17/277 , G06F17/2775 , G06F17/30616
摘要： A new information in a language and relating to a subject matter domain is parsed into a constituent set of complete grammatical constructs. In a subset of the complete grammatical constructs, a set of linguistic styles of the language is identified according to a subset of a set of word-style associations related to the language and independent of the subject matter domain. A first weight is assigned to a first linguistic style and a second weight to a second linguistic style from the set of linguistic styles. A first intention information is mapped to the first style using a first style-intention rule, and a second intention information to the second style using a second style-intention rule. A complete grammatical construct in the subset is tagged with the first intention information responsive to a weight associated with the first intention information exceeding an intention selection threshold.
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公开(公告)号：US20160203118A1
公开(公告)日：2016-07-14
申请号：US15071743
申请日：2016-03-16
申请人： International Business Machines Corporation , Baylor College of Medicine , The Board of Regents, The University of Texas System
发明人： Meenakshi Nagarajan , William Scott Spangler , Benjamin J. Bachman , Lawrence A. Donehower , Olivier Lichtarge , Sam J. Regenbogen , Angela D. Wilkins , Curtis R. Pickering
CPC分类号： G06F17/274 , G06F17/2705 , G06F17/277 , G06F17/2775 , G06F17/30616
摘要： A new information in a language and relating to a subject matter domain is parsed into a constituent set of complete grammatical constructs. In a subset of the complete grammatical constructs, a set of linguistic styles of the language is identified according to a subset of a set of word-style associations related to the language and independent of the subject matter domain. A first weight is assigned to a first linguistic style and a second weight to a second linguistic style from the set of linguistic styles. A first intention information is mapped to the first style using a first style-intention rule, and a second intention information to the second style using a second style-intention rule. A complete grammatical construct in the subset is tagged with the first intention information responsive to a weight associated with the first intention information exceeding an intention selection threshold.
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公开(公告)号：US09886665B2
公开(公告)日：2018-02-06
申请号：US14564040
申请日：2014-12-08
申请人： International Business Machines Corporation , Baylor College of Medicine , The Board of Regents, The University of Texas System
发明人： Ying Chen , Linda H. Kato , Jacques J. Labrie , Meenakshi Nagarajan , William Scott Spangler , Ioana R. Stanoi , Anbu Karani Adikesavan , Benjamin J. Bachman , Lawrence A. Donehower , Olivier Lichtarge , Sam J. Regenbogen , Maria E. Terron-Diaz , Angela D. Wilkins , Curtis R. Pickering
CPC分类号： G06N5/025
摘要： A method, system, and computer program product for event detection using roles and relationships of entities are provided in the illustrative embodiments. A training event and a set of entities participating in the training event are identified in a training data. For a first entity in the set of entities, a first role occupied by the entity in the event is determined. A behavior attribute is assigned to the first role. A relationship of the first role with a second role corresponding to a second entity in the set of entities is determined. An event rule is constructed to detect an event corresponding to the training event in new data and comprising a plurality of roles, behavior attributes, and the relationship. The plurality of roles includes the first role and the second role, and the plurality of behavior attributes includes the behavior attribute assigned to the first role.
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公开(公告)号：US20160162465A1
公开(公告)日：2016-06-09
申请号：US14564068
申请日：2014-12-08
申请人： International Business Machines Corporation , Baylor College of Medicine , The Board of Regents, The University of Texas System
发明人： MEENAKSHI NAGARAJAN , William Scott Spangler , Benjamin J. Bachman , Lawrence A. Donehower , Olivier Lichtarge , Sam J. Regenbogen , Angela D. Wilkins , Curtis R. Pickering
CPC分类号： G06F17/274 , G06F17/2705 , G06F17/277 , G06F17/2775 , G06F17/30616
摘要： A new information in a language and relating to a subject matter domain is parsed into a constituent set of complete grammatical constructs. In a subset of the complete grammatical constructs, a set of linguistic styles of the language is identified according to a subset of a set of word-style associations related to the language and independent of the subject matter domain. A first weight is assigned to a first linguistic style and a second weight to a second linguistic style from the set of linguistic styles. A first intention information is mapped to the first style using a first style-intention rule, and a second intention information to the second style using a second style-intention rule. A complete grammatical construct in the subset is tagged with the first intention information responsive to a weight associated with the first intention information exceeding an intention selection threshold.
摘要翻译： 一种语言中的新信息和与主题领域相关的信息被解析为完整语法结构的组成部分。 在整个语法结构的一个子集中，根据与语言相关并且独立于主题领域的一组单词风格的关联的集合来识别该语言的一组语言风格。 从语言风格的集合将第一权重分配给第一语言风格和第二语言风格的第二权重。 使用第一样式意图规则将第一意图信息映射到第一样式，并且使用第二样式意图规则将第二意图信息映射到第二样式。 子集中的完整语法结构用第一意图信息标记，所述第一意图信息响应于与超过意图选择阈值的第一意图信息相关联的权重。
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