The need for a process mining evaluation framework in research and practice: position paper

Authors:
A. Rozinat;A. K. Alves De Medeiros;C. W. Günther;A. J. M. M. Weijters;W. M. P. Van Der Aalst
Affiliations:
Eindhoven University of Technology, Eindhoven, The Netherlands;Eindhoven University of Technology, Eindhoven, The Netherlands;Eindhoven University of Technology, Eindhoven, The Netherlands;Eindhoven University of Technology, Eindhoven, The Netherlands;Eindhoven University of Technology, Eindhoven, The Netherlands
Venue:
BPM'07 Proceedings of the 2007 international conference on Business process management
Year:
2007

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Abstract

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, we motivate the need for such an evaluation mechanism, and outline elements of an evaluation framework that is intended to enable (a) process mining researchers to compare the performance of their algorithms, and (b) end users to evaluate the validity of their process mining results.