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Semantic Web-Based Modeling of Clinical Pathways Using the UML Activity Diagrams and OWL-S

机译:使用UML活动图和猫头鹰的临床途径的语义基于网络建模

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Clinical Pathways can be viewed as workflows, comprising an ordering of activities with associated execution constraints. Workflow models allow formal representation, analysis and execution of workflows in the Clinical Pathways. We present a semantic web-based approach where the domain knowledge and the workflow model are modeled separately as ontologies, while the Clinical Pathway and the associated workflows are modeled as the instantiations of these ontologies. Our workflow model is based on the UML Activity Diagrams and OWL-S service ontology, and the execution semantics are based on Place/Transition Petri Nets. We demonstrate our approach by capturing the workflow of the Prostate Cancer Care Pathway.
机译:临床途径可以被视为工作流程,包括具有相关的执行约束的活动的排序。工作流程模型允许正式表示,分析和在临床途径中的工作流程执行。我们介绍了一种基于语义的基于网络的方法,其中域知识和工作流程模型被单独建模为本体,而临床途径和相关的工作流程被建模为这些本体的实例化。我们的工作流程模型基于UML活动图表和OWL-S服务本体,并且执行语义基于地点/转换Petri网。我们通过捕获前列腺癌保健途径的工作流程来展示我们的方法。

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