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FALLDATEN: case-based reasoning for the diagnosis of technical devices

机译:FALLDATEN:基于案例的技术设备诊断推理

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We investigate the suitability of case-based reasoning supporting experts during technical diagnosis. Diagnosis is not considered as a classification task, but as a process to be guided by computer assisted experience. This corresponds to a flexible "case completion" approach. Flexibility is also needed for the expert view with predominant interest in the unexpected, unpredictable cases. Integration of further knowledge sources (domain knowledge, common knowledge) is investigated in the project. Two different approaches based on semantic nets are investigated: Fallexperte-D makes use of Case Retrieval Nets (CRN) that are based on spreading activation techniques. Falldaten-DL employs description logics enhanced by concrete domains.
机译:我们在技术诊断过程中调查基于案例的推理支持专家的适用性。诊断不被视为分类任务,而是被计算机辅助经验指导的过程。这对应于一种灵活的“案例完成”方法。在意外,不可预测的情况下,主要关注专家观点的人也需要灵活性。在项目中研究了其他知识源(领域知识,常识)的集成。研究了基于语义网络的两种不同方法:Fallexperte-D利用基于扩展激活技术的案例检索网络(CRN)。 Falldaten-DL采用了具体领域增强的描述逻辑。

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