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EVENT DETECTION USING ROLES AND RELATIONSHIPS OF ENTITIES

机译:使用实体的角色和关系进行事件检测

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.
机译:在说明性实施例中提供了一种用于使用实体的角色和关系进行事件检测的方法,系统和计算机程序产品。在训练数据中标识训练事件和参与训练事件的一组实体。对于实体集合中的第一实体,确定该实体在事件中占据的第一角色。行为属性被分配给第一个角色。确定第一角色与对应于实体集合中的第二实体的第二角色的关系。构建事件规则以检测与新数据中的训练事件相对应的事件,该事件包括多个角色,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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