Title: Uncovering the relationship between event log characteristics and process discovery techniques
Authors: vanden Broucke, Seppe ×
Delvaux, C.
Freitas, J.
Rogova, T.
Vanthienen, Jan
Baesens, Bart #
Issue Date: 2013
Publisher: Springer
Host Document: Business Process Management Workshops pages:41-53
Conference: Workshop on Business Process Intelligence (BPI2013) location:Beijing (China) date:26-30 August 2013
Abstract: Abstract. The research field of process mining deals with the extraction of knowledge from event logs. Event logs consist of the recording of activities that took place in a certain business environment and as such, one of process mining’s main goals is to get an insight on the execution of
business processes. Although a substantial effort has been put on developing techniques which are able to mine event logs accurately, it is still unclear how exactly characteristics of the latter influence a technique’s
performance. In this paper, we provide a robust methodology of analysis and subsequently derive useful insights on the role of event log characteristics in process discovery tasks by means of an exhaustive comparative study.
ISBN: 978-3-319-06256-3
Publication status: published
KU Leuven publication type: IC
Appears in Collections:Research Center for Management Informatics (LIRIS), Leuven
× corresponding author
# (joint) last author

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