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Process Mining and the ProM Framework: An Exploratory Survey

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Business Process Management Workshops (BPM 2012)

Part of the book series: Lecture Notes in Business Information Processing ((LNBIP,volume 132))

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Abstract

In the last decade the field of process mining gained attention from research and practice. There is, however, not much known about the use and the appreciation of the involved techniques and tools, many of which are integrated into the well-known ProM framework. Therefore a questionnaire was sent out to ask people’s opinions about process mining and the ProM framework. This paper reports on the answers and tries to link them to existing knowledge from academic literature and popular articles. It must be seen as a first, exploratory attempt to reveal the adoption of process mining and the actual use of the ProM framework.

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References

  1. van der Aalst, W., Adriansyah, A., de Medeiros, A.K.A., Arcieri, F., Baier, T., Blickle, T., Bose, J.C., van den Brand, P., Brandtjen, R., Buijs, J., Burattin, A., Carmona, J., Castellanos, M., Claes, J., Cook, J., Costantini, N., Curbera, F., Damiani, E., de Leoni, M., Delias, P., van Dongen, B.F., Dumas, M., Dustdar, S., Fahland, D., Ferreira, D.R., Gaaloul, W., van Geffen, F., Goel, S., Günther, C., Guzzo, A., Harmon, P., ter Hofstede, A., Hoogland, J., Ingvaldsen, J.E., Kato, K., Kuhn, R., Kumar, A., La Rosa, M., Maggi, F., Malerba, D., Mans, R.S., Manuel, A., McCreesh, M., Mello, P., Mendling, J., Montali, M., Motahari-Nezhad, H.R., zur Muehlen, M., Munoz-Gama, J., Pontieri, L., Ribeiro, J., Rozinat, A., Seguel Pérez, H., Seguel Pérez, R., Sepúlveda, M., Sinur, J., Soffer, P., Song, M., Sperduti, A., Stilo, G., Stoel, C., Swenson, K., Talamo, M., Tan, W., Turner, C., Vanthienen, J., Varvaressos, G., Verbeek, E., Verdonk, M., Vigo, R., Wang, J., Weber, B., Weidlich, M., Weijters, T., Wen, L., Westergaard, M., Wynn, M.: Process Mining Manifesto. In: Daniel, F., Barkaoui, K., Dustdar, S. (eds.) BPM Workshops 2011, Part I. LNBIP, vol. 99, pp. 169–194. Springer, Heidelberg (2012)

    Google Scholar 

  2. Ailenei, I., Rozinat, A., Eckert, A., van der Aalst, W.M.P.: Definition and Validation of Process Mining Use Cases. In: Daniel, F., Barkaoui, K., Dustdar, S. (eds.) BPM 2011 Workshops, Part I. LNBIP, vol. 99, pp. 75–86. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  3. Mans, R., Schonenberg, M., Song, M., Van der Aalst, W.M.P., Bakker, P.J.M.: Process mining in healthcare: a case study. In: Proc. BIOSTEC 2008, pp. 425–438. Springer (2008)

    Google Scholar 

  4. Van der Aalst, W.M.P., Reijers, H.A., Weijters, A.J.M.M., Van Dongen, B.F., de Medeiros, A.K.A., Song, M., Verbeek, H.M.W.: Business process mining: An industrial application. Information Systems 32(5), 713–732 (2007)

    Article  Google Scholar 

  5. Rozinat, A., De Jong, I., Günther, C.W., Van der Aalst, W.M.P.: Process mining applied to the test process of wafer scanners in ASML. IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews 39(4), 474–479 (2009)

    Article  Google Scholar 

  6. Rozinat, A., Günther, C.W.: Why We Hate ProM 6, http://fluxicon.com/blog/2010/11/why-we-hate-prom-6

  7. Rozinat, A., Günther, C.W.: Why We Love ProM 6, http://fluxicon.com/blog/2010/11/why-we-love-prom-6

  8. Günther, C.W., van der Aalst, W.M.P.: Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics. In: Alonso, G., Dadam, P., Rosemann, M. (eds.) BPM 2007. LNCS, vol. 4714, pp. 328–343. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  9. Weijters, A.J.M.M., Van der Aalst, W.M.P.: Process mining with the heuristics miner-algorithm. Technische Universiteit Eindhoven, Tech. Rep. WP 166, 1–34 (2006)

    Google Scholar 

  10. van der Aalst, W.M.P., Song, M.S.: Mining Social Networks: Uncovering Interaction Patterns in Business Processes. In: Desel, J., Pernici, B., Weske, M. (eds.) BPM 2004. LNCS, vol. 3080, pp. 244–260. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  11. Song, M., Van der Aalst, W.M.P.: Supporting process mining by showing events at a glance. In: Proc. WITS 2007, pp. 139–145 (2007)

    Google Scholar 

  12. Li, J., Liu, D., Yang, B.: Process Mining: Extending α-Algorithm to Mine Duplicate Tasks in Process Logs. In: Chang, K.C.-C., Wang, W., Chen, L., Ellis, C.A., Hsu, C.-H., Tsoi, A.C., Wang, H. (eds.) APWeb/WAIM 2007. LNCS, vol. 4537, pp. 396–407. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  13. De Weerdt, J., De Backer, M., Vanthienen, J.: A multi-dimensional quality assessment of state-of-the-art process discovery algorithms using real-life event logs. Information Systems 37(7), 654–676 (2012)

    Article  Google Scholar 

  14. de Medeiros, A.K.A., Weijters, A.J.M.M.: Genetic process mining: an experimental evaluation. Data Mining and Knowledge Discovery 14(2), 245–304 (2007)

    Article  MathSciNet  Google Scholar 

  15. Bose, J.C., Van der Aalst, W.M.P.: Process diagnostics using trace alignment: opportunities, issues, and challenges. Information Systems 37(2), 117–141 (2011)

    Google Scholar 

  16. Rozinat, A., de Medeiros, A.K.A., Günther, C.W., Weijters, A.J.M.M., van der Aalst, W.M.P.: The Need for a Process Mining Evaluation Framework in Research and Practice Position Paper. In: ter Hofstede, A.H.M., Benatallah, B., Paik, H.-Y. (eds.) BPM 2007 Workshops. LNCS, vol. 4928, pp. 84–89. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  17. Hevner, A.R., March, S.T., Park, J., Ram, S.: Design science in information systems research. Mis Quarterly 28(1), 75–105 (2004)

    Google Scholar 

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Claes, J., Poels, G. (2013). Process Mining and the ProM Framework: An Exploratory Survey. In: La Rosa, M., Soffer, P. (eds) Business Process Management Workshops. BPM 2012. Lecture Notes in Business Information Processing, vol 132. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-36285-9_19

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  • DOI: https://doi.org/10.1007/978-3-642-36285-9_19

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-36284-2

  • Online ISBN: 978-3-642-36285-9

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