missing articles about plugins

Laura910

Dear Community,

I would like to know the algorithms behind the following plugins: Mine Transition System, Multiperspective Miner, Trace Miner, Flower Miner.
Unfortunately, I could not find any suitable articles. Does anyone have suitable links to the respective articles?

Many thanks in advance

Best regards 

Laura

hverbeek

Hi Laura,

For the Transition System Miner, please have a look at W. M. P. van der Aalst, V. Rubin, H. M. W. Verbeek, B. F. van Dongen, E. Kindler, and C. W. Günther, “Process mining: a two-step approach to balance between underfitting and overfitting,” Software and systems modeling (sosym), vol. 9, iss. 1, pp. 87-111, 2010, which is available at http://dx.doi.org/10.1007/s10270-008-0106-z.

For the Multiperspective miner, please have a look at Mannhardt, F. (2018). Multi-perspective process mining. In W. van den Aalst, F. Casati, R. Conforti, M. de Leoni, M. Dumas, A. Kumar, J. Mendling, S. Nepal, B. Pentland, … B. Weber (Eds.), Proceedings of the Dissertation Award, Demonstration, and Industrial Track at BPM 2018: Sydney, Australia, September 9-14, 2018. (pp. 41-45). (CEUR Workshop Proceedings; No. 2196). CEUR-WS.org. As an alternative, you could have a look at the PhD thesis of Felix Mannhardt: Mannhardt, F. (2018). Multi-perspective process mining. Eindhoven: Technische Universiteit Eindhoven.

The Trace and Flower miners are base miners. I think they are described in the Process Mining book of Wil van der Aalst.

Kind regards,

Eric.

Laura910

Hi eric,

many thanks

Kind regards
Laura