基于执行案例相似性的业务流程索引

Hugo Ordóñez, Cristhian Figueroa, J. Corrales, M. Morisio, Carlos Alberto Cobos Lozada, Leandro Krug Wives
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引用次数: 0

摘要

本文提出了一种基于从事件日志文件中提取执行轨迹的业务流程索引新方法——EC-Indexer。此外,为了通过精度、召回率和f-measure等常用度量来评估有效性,开发了实现所提出的相似性机制的工具。结果表明,即使EC-Indexer方法的查全率较低,也能在减少执行时间的同时达到较高的查全率。
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Business process indexing based on similarity of execution cases
This paper presents EC-Indexer a new approach for Business Process indexing based on execution traces extracted from event-log files. Additionally, a tool implementing the proposed similarity mechanism was developed in order to evaluate the effectiveness by common measures as precision, recall, and f-measure. The results showed that even when the EC-Indexer approach scored low values of recall, it could reach high values of precision while reducing the execution time.
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