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On Behavioral Process Model Similarity Matching: A Centroid-based Approach

URN zum Zitieren dieses Dokuments: urn:nbn:de:bvb:703-epub-2051-5

Titelangaben

Baumann, Michaela ; Baumann, Michael Heinrich ; Jablonski, Stefan:
On Behavioral Process Model Similarity Matching: A Centroid-based Approach.
University of Bayreuth
Bayreuth , 2015 . - 16 S.

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Projektfinanzierung: Hanns-Seidel-Stiftung

Abstract

As business process models have a broad scope of applications, e.g., in science or in business administration the problem of handling large amounts of process models arises. One helpful tool for dealing with this amount of models is to reduce it by using similarity measures in order to detect similar models that can be merged. A set of similar models may be replaced by one model. As a pure similarity of labels is often not enough to compare process models other process perspectives are involved for calculating similarities. The current paper works on the process model's behavior which is one such perspective. A problem that arises when comparing two models and that is covered in this paper is that one of a differing granularity of process steps. Due to this granularity problem M-to-N-mappings are considered. The present paper provides a centroid-based and so easily computable method for calculating behavioral similarity values which is constructed for M-to-N-mappings and an evaluation of it.

Weitere Angaben

Publikationsform: Preprint, Postprint, Working paper, Diskussionspapier
Keywords: Business process model; Behavioral process model similarity; M:N-Matching
Themengebiete aus DDC: 000 Informatik,Informationswissenschaft, allgemeine Werke > 004 Informatik
Institutionen der Universität: Fakultäten
Fakultäten > Fakultät für Mathematik, Physik und Informatik
Fakultäten > Fakultät für Mathematik, Physik und Informatik > Institut für Informatik
Fakultäten > Fakultät für Mathematik, Physik und Informatik > Institut für Informatik > Lehrstuhl Angewandte Informatik IV
Fakultäten > Fakultät für Mathematik, Physik und Informatik > Institut für Informatik > Lehrstuhl Angewandte Informatik IV > Lehrstuhl Angewandte Informatik IV - Univ.-Prof. Dr.-Ing. Stefan Jablonski
Sprache: Englisch
Titel an der UBT entstanden: Ja
URN: urn:nbn:de:bvb:703-epub-2051-5
Eingestellt am: 22 Mai 2015 07:39
Letzte Änderung: 22 Mai 2015 07:39
URI: https://epub.uni-bayreuth.de/id/eprint/2051