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Process Discovery using Integer Linear Programming.
- Source :
-
Fundamenta Informaticae . 2009, Vol. 94 Issue 3-4, p387-412. 26p. 1 Black and White Photograph, 14 Diagrams, 2 Charts. - Publication Year :
- 2009
-
Abstract
- The research domain of process discovery aims at constructing a process model (e.g. a Petri net) which is an abstract representation of an execution log. Such a model 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 well-known 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. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 01692968
- Volume :
- 94
- Issue :
- 3-4
- Database :
- Academic Search Index
- Journal :
- Fundamenta Informaticae
- Publication Type :
- Academic Journal
- Accession number :
- 44845448
- Full Text :
- https://doi.org/10.3233/FI-2009-136