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Sistemy i Sredstva Informatiki [Systems and Means of Informatics], 2020, Volume 30, Issue 4, Pages 61–75
DOI: https://doi.org/10.14357/08696527200406
(Mi ssi735)
 

Constructing process models represented by simple Petri nets

I. Yu. Teryokhinaa, A. A. Grushob, E. E. Timoninab, S. Ya. Shorginb

a Faculty of Computational Mathematics and Cybernetics, M. V. Lomonosov Moscow State University, 1-52 Leninskie Gory, GSP-1, Moscow 119991, Russian Federation
b Institute of Informatics Problems, Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, 44-2 Vavilov Str., Moscow 119133, Russian Federation
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Abstract: The paper deals with the problem of “workflow mining.” Workflow mining is numerous techniques for discovering processes' models represented by their workflow log. The paper considers process models in terms of simple Petri nets. It is shown that constructing a correct model when a process contains equal tasks is not always an attainable goal. Moreover, it was revealed that in the case when a model has transitions with no correspondence to any process task, the relation between the causal relations detected in the log and the presence of places connecting transitions in the Petri net is violated.
Keywords: Petri nets, workflow mining, process modeling.
Funding agency Grant number
Russian Foundation for Basic Research 18-07-00274
The paper was partially supported by RFBR, project No. 18-07-00274.
Received: 11.09.2020
Document Type: Article
Language: Russian
Citation: I. Yu. Teryokhina, A. A. Grusho, E. E. Timonina, S. Ya. Shorgin, “Constructing process models represented by simple Petri nets”, Sistemy i Sredstva Inform., 30:4 (2020), 61–75
Citation in format AMSBIB
\Bibitem{TerGruTim20}
\by I.~Yu.~Teryokhina, A.~A.~Grusho, E.~E.~Timonina, S.~Ya.~Shorgin
\paper Constructing process models represented by~simple Petri nets
\jour Sistemy i Sredstva Inform.
\yr 2020
\vol 30
\issue 4
\pages 61--75
\mathnet{http://mi.mathnet.ru/ssi735}
\crossref{https://doi.org/10.14357/08696527200406}
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    Системы и средства информатики
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