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Towards Simulation-and Mining-based Translation of Process Models

Title data

Ackermann, Lars ; Schönig, Stefan ; Jablonski, Stefan:
Towards Simulation-and Mining-based Translation of Process Models.
In: Pergl, Robert (ed.): Enterprise and Organizational Modeling and Simulation : 12th International Workshop, EOMAS 2016, held at CAiSE 2016 Ljubljana, Slovenia, June 13, 2016 : selected papers. - Cham, Switzerland : Springer , 2016 . - pp. 3-21 . - VIII, 184 S. . - (Lecture Notes in Business Information Processing ; 272 )
ISBN 978-3-319-49454-8
DOI: https://doi.org/10.1007/978-3-319-49454-8_1

Official URL: Volltext

Abstract in another language

Process modeling is usually done using imperative modeling languages like BPMN or EPCs. In order to cope with the complexity of human-centric and flexible business processes several declarative process modeling languages (DPMLs) have been developed during the last years. DPMLs allow for the specification of constraints that restrict execution flows. They differ widely in terms of their level of expressiveness and tool support. Furthermore, research has shown that the understandability of declarative process models is rather low. Since there are applications for both classes of process modeling languages, there arises a need for an automatic translation of process models from one language into another. Our approach is based upon well-established methodologies in process management for process model simulation and process mining without requiring the specification of model transformation rules. In this paper, we present the technique in principle and evaluate it by transforming process models between two exemplary process modeling languages.

Further data

Item Type: Article in a book
Refereed: Yes
Keywords: Process model translation; Simulation; Process mining
Institutions of the University: Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Computer Science > Chair Applied Computer Science IV > Chair Applied Computer Science IV - Univ.-Prof. Dr.-Ing. Stefan Jablonski
Faculties
Faculties > Faculty of Mathematics, Physics und Computer Science
Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Computer Science
Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Computer Science > Chair Applied Computer Science IV
Result of work at the UBT: Yes
DDC Subjects: 000 Computer Science, information, general works > 004 Computer science
Date Deposited: 17 Oct 2017 08:46
Last Modified: 17 Oct 2017 09:06
URI: https://eref.uni-bayreuth.de/id/eprint/34080