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The Conflict Graph for Maintaining Case-Based Reasoning Systems

机译:维护基于案例的推理系统的冲突图

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The maintenance of case-based reasoning systems is remarkably important for the continuous working ability of case-based reasoning applications. To ensure the utility of these applications case properties like correctness, consistency, incoherence, minimality, and uniqueness are applied to measure the quality of the underlying case base. Based on the case properties, the conflict graph presents a novel visualization of conflicts between cases and provides a technique on how to eliminate these conflicts and therefore maintain the quality of a case base. An evaluation on ten real world case bases shows the applicability of the introduced technique.
机译:基于案例的推理系统的维护对于基于案例的推理应用程序的持续工作能力非常重要。为了确保这些应用程序的实用性,将诸如正确性,一致性,不连贯性,最小性和唯一性之类的案例属性应用于衡量基础案例库的质量。基于案例属性,冲突图提供了案例之间冲突的新颖可视化,并提供了有关如何消除这些冲突并因此维护案例库质量的技术。对十个现实世界案例库的评估显示了引入技术的适用性。

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