Merging Computer Log Files for Process Mining: an Artificial Immune System Technique


Jan Claes, Geert Poels
Business Process Management Workshops, LNBIP 99, p. 99-110, 2011 pdf
The final publication is available via http://dx.doi.org/10.1007/978-3-642-28108-2_9

firstpage

Abstract. Process mining techniques try to discover and analyse business processes from recorded process data. These data have to be structured in so called computer log files. If processes are supported by different computer systems, merging the recorded data into one log file can be challenging. In this paper we present a computational algorithm, based on the Artificial Immune System algorithm, that we developed to automatically merge separate log files into one log file. We also describe our implementation of this technique, a proof of concept application and a real life test case with promising results.

Additional material.

Take a look at the presentation


BPI@BPM2011 from Jan Claes