The Need for a Process Mining Evaluation Framework in Research and Practice

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Provided by: Eindhoven University of Technology
Topic: Big Data
Format: PDF
Although there has been much progress in developing process mining algorithms in recent years, no effort has been put in developing a common means of assessing the quality of the models discovered by these algorithms. In this paper, the authors motivate the need for such an evaluation mechanism, and outline elements of an evaluation framework that is intended to enable process mining researchers to compare the performance of their algorithms, and end users to evaluate the validity of their process mining results.
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