trace clustering based on repeats
  • christiankuehnertchristiankuehnert
    Posts: 4
    Hi,

    I've read in the paper of Bose and van der Aalst "Trace clustering based on conserved patterns towards achieving better process models" about the very interesting approach to cluster traces based on their repeats/repeat alphabets. But I couldn't find this clustering technique in ProM 5. So could you tell me, please, if there exists a plug-in which has implemented this clustering method?

    Thank you very much!
    Best,
    Christian

    Edit JBuijs: Moved to correct category
    Post edited by JBuijs at 2011-07-04 03:38:24
  • jcbosejcbose
    Posts: 37
    Hi Christian,

    This has been implemented as the GuideTreeMiner plug-in in ProM 6.0 (please use the nightly build to get the latest version). You also have a vignette at ProM documentation repository on how to use the plug-in. I would recommend that you consider using ProM 6.0 as all our development now happens in ProM 6.0.

    The GuideTreeMiner plugin also implements the context-aware approach to trace clustering ("R. P. J. C. Bose and Wil M. P. van der Aalst, Context-Aware Trace Clustering: Towards Improving Process Mining Results, SIAM International Conference on Data Mining (SDM) 2009, 401-412).

    Hope this helps!

    Best Regards,
    JC
  • christiankuehnertchristiankuehnert
    Posts: 4
    Hi JC,

    many thanks for your quick help (and the plug-in itself)!

    Best regards,
    Christian
Add a Comment

Howdy, Stranger!

It looks like you're new here. If you want to get involved, click one of these buttons!

Sign In Apply for Membership

Categories

In this Discussion

Tagged