Modelling of processes with use of process mining techniques

Brzychczy, E.; Napieraj, A.; Sukiennik, M.

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Tytuł artykułu

Modelling of processes with use of process mining techniques

Autorzy

Brzychczy E. , Napieraj A. , Sukiennik M.

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Abstrakty

The main purpose of the paper is presentation of new opportunities for process modelling. In the literature review section, Petri nets as one of the formal modelling notation of processes is highlighted and introduction of relatively young research discipline – process mining – is presented. One of the process mining tasks is process model discovery from event logs gathered in informatics systems in enterprise. In the article practical example of process model discovery with ProM software is given with use of real event log from Volvo IT Belgium. In conclusions further opportunities of process mining techniques in process management are emphasized.

Słowa kluczowe

process mining Petri net process model ProM software process discovery

eksploracja procesów sieć Petriego model procesu oprogramowanie ProM

Wydawca

Wydawnictwo Politechniki Śląskiej

Czasopismo

Zeszyty Naukowe. Organizacja i Zarządzanie / Politechnika Śląska

Rocznik

2018

Tom

z. 116

Strony

23--36

Opis fizyczny

Bibliogr. 36 poz.

Twórcy

autor

Brzychczy E.

brzych3@agh.edu.pl

AGH University of Science and Technology Faculty of Mining and Geoengineering

autor

Napieraj A.

aneta.napieraj@agh.edu.pl

AGH University of Science and Technology Faculty of Mining and Geoengineering

autor

Sukiennik M.

marta.sukiennik@agh.edu.pl

AGH University of Science and Technology Faculty of Mining and Geoengineering

Bibliografia

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5. van der Aalst W.M.P.: Process Mining in the Large: A Tutorial, [in:] Zimanyi E. (ed.): Business Intelligence (eBISS 2013). “Lecture Notes in Business Information Processing”, Vol. 172. Springer-Verlag, Berlin 2014, p. 33-76.
6. van der Aalst W.M.P.: Verification of Workflow Nets, [in:] Azéma P., Balbo G. (eds.): Application and Theory of Petri Nets. “Lecture Notes in Computer Science”, Vol. 1248. Springer-Verlag, Berlin 1997, p. 407-426.
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8. van der Aalst W.M.P., van Dongen B.F.: Discovering Petri Nets From Event Logs, [in:] Jensen K., van der Aalst W.M.P., Balbo G., Koutny M., Wolf K. (eds.): Transactions on Petri Nets and Other Models of Concurrency (ToPNoC VII). “Lecture Notes in Computer Science”, Vol. 7480. Springer-Verlag, Berlin 2013, p. 372-422.
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Uwagi

Opracowanie rekordu w ramach umowy 509/P-DUN/2018 ze środków MNiSW przeznaczonych na działalność upowszechniającą naukę (2018)

Typ dokumentu

Bibliografia

Identyfikator YADDA

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