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Inter-Agent Dialogue for Semantic Mapping between Domain Ontologies in Healthcare Informatics

机译:医疗信息中域域在域在域内的语义映射的Inter-Acconale对话

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Domain ontologies have become very important elements in healthcare informatics. Ontological interoperability is crucial to the success of healthcare information system through semantic web[l]. As the ontologies differ, resolution of semantic differences between them is an active research area. Software agents can be deployed in various ways to automate this resolution of semantic differences. Approaches for semantic mapping of ontologies through conversation between software agents include: (1) Dialogue game loosely modelled on human communication [2]; (2) Dialogue game based framework with an explicit modelling of mental states in terms of the beliefs and of the participating software agents and their goals[3]. (3) Use of lexicons such as worldnet to retrieve alternative forms of a concept in the ontology and use the alternate forms for mismatch resolution through ontology negotiation protocol (ONP)[4] and associated extensions [5].
机译:Domain Intolologies已成为医疗信息学中的非常重要的元素。本体论互操作性对于通过语义网络的医疗信息系统的成功至关重要。随着本体的差异,它们之间的语义差异是一个有源研究区域。软件代理可以以各种方式部署,以自动化这种语义差异的解决方案。通过软件代理之间的对话的对话的语义映射的方法包括:(1)对话游戏松散地建模的人类通信[2]; (2)对话博弈基于框架的框架,在信仰和参与的软件代理人和他们的目标方面具有明确的心理状态模型[3]。 (3)使用Lexicons(如WorldNet)以通过本体协商协议(ONP)[4]和关联的扩展[5]使用用于检索本体中的概念的替代形式,并使用备用表单进行不匹配分辨率。

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