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APN
2008
Springer

Process Discovery Using Integer Linear Programming

8 years 5 months ago
Process Discovery Using Integer Linear Programming
Abstract. The research domain of process discovery aims at constructocess model (e.g. a Petri net) which is an abstract representation of an execution log. Such a Petri net should (1) be able to reproduce the log under consideration and (2) be independent of the number of cases in the log. In this paper, we present a process discovery algorithm where we use concepts taken from the language-based theory of regions, a wellknown Petri net research area. We identify a number of shortcomings of this theory from the process discovery perspective, and we provide solutions based on integer linear programming.
Jan Martijn E. M. van der Werf, Boudewijn F. van D
Added 12 Oct 2010
Updated 12 Oct 2010
Type Conference
Year 2008
Where APN
Authors Jan Martijn E. M. van der Werf, Boudewijn F. van Dongen, Cor A. J. Hurkens, Alexander Serebrenik
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