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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：US09536193B1
公开(公告)日：2017-01-03
申请号：US14964530
申请日：2015-12-09
发明人： Jacques J. Labrie , Pathirage D. Perera , Meenakshi Nagarajan , Cartic Ramakrishnan , William Scott Spangler
IPC分类号： G06N5/00
摘要： An approach is provided to identify important paths in a biological relationship graph for exploration by researchers. In the approach, a biological meaningfulness analysis is performed on the biological relationship graph that has a number of paths through the graph formed by a number of connected nodes. The biological meaningfulness analysis is based on a process similarity calculation of gene ontologies of the nodes in the paths and a contextual similarity calculation of word occurrences from documents in a corpus where a reference to the respective nodes are found. A biological interestingness analysis is also performed on the biological relationship graph. The paths are screened based on the meaningfulness analysis and the interestingness analysis. The screened data is displayed to the user.
摘要翻译： 提供了一种方法来确定研究人员探索的生物关系图中的重要路径。 在该方法中，对生物关系图进行生物学意义分析，生物关系图具有通过多个连接节点形成的图形的多个路径。 生物学意义分析基于路径中节点的基因本体的过程相似度计算，以及从语料库中发现对相应节点的引用的单词出现的语境相似度计算。 还对生物关系图进行生物学趣味分析。 基于意义分析和趣味性分析，筛选出路径。 筛选的数据将显示给用户。
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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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4.发明申请INTENT BASED AUTOMATION OF DATA MANAGEMENT OPERATIONS BY A DATA MANAGEMENT ENGINE 有权基于数据管理引擎的基于信息的数据管理自动化公开(公告)号：US20140040185A1
公开(公告)日：2014-02-06
申请号：US13892104
申请日：2013-05-10
发明人： Holger Kache , Jacques J. Labrie , Veera Maddipati , Paulo R.R. Pereira , Alan P. Plante , Charles D. Wolfson
IPC分类号： G06F17/30
CPC分类号： G06F17/30289 , G06F17/30365
摘要： Provided are a method, computer program product, and system for processing a data management request. User intent that defines properties of target data is determined. Policies and constraints for the data management request are determined. An abstract data management request that identifies source data, the target data, and the polices and constraints is created. A technology to use to process the data management request based on the user intent, policies, and constraints is determined.
摘要翻译： 提供了一种用于处理数据管理请求的方法，计算机程序产品和系统。 确定定义目标数据属性的用户意图。 确定数据管理请求的策略和约束。 创建标识源数据，目标数据以及策略和约束的抽象数据管理请求。 确定用于基于用户意图，策略和约束来处理数据管理请求的技术。
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公开(公告)号：US09449033B2
公开(公告)日：2016-09-20
申请号：US13892104
申请日：2013-05-10
发明人： Holger Kache , Jacques J. Labrie , Veera Maddipati , Paulo R. R. Pereira , Alan P. Plante , Charles D. Wolfson
CPC分类号： G06F17/30289 , G06F17/30365
摘要： Provided are a method, computer program product, and system for processing a data management request. User intent that defines properties of target data is determined. Policies and constraints for the data management request are determined. An abstract data management request that identifies source data, the target data, and the polices and constraints is created. A technology to use to process the data management request based on the user intent, policies, and constraints is determined.
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