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master's thesis
Otkrivanje poslovnih procesa za provjeru sukladnosti
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. urn:nbn:hr:168:000278
Ostojić, Filip
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Ostojić, F. (2021). Otkrivanje poslovnih procesa za provjeru sukladnosti (Master's thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:000278

Ostojić, Filip. "Otkrivanje poslovnih procesa za provjeru sukladnosti." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. https://urn.nsk.hr/urn:nbn:hr:168:000278

Ostojić, Filip. "Otkrivanje poslovnih procesa za provjeru sukladnosti." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. https://urn.nsk.hr/urn:nbn:hr:168:000278

Ostojić, F. (2021). 'Otkrivanje poslovnih procesa za provjeru sukladnosti', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 29 June 2024, https://urn.nsk.hr/urn:nbn:hr:168:000278

Ostojić F. Otkrivanje poslovnih procesa za provjeru sukladnosti [Master's thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2021 [cited 2024 June 29] Available at: https://urn.nsk.hr/urn:nbn:hr:168:000278

F. Ostojić, "Otkrivanje poslovnih procesa za provjeru sukladnosti", Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2021. Available at: https://urn.nsk.hr/urn:nbn:hr:168:000278

Metadata
TitleOtkrivanje poslovnih procesa za provjeru sukladnosti
Title (english)Process Discovery for Conformance Checking
AuthorFilip Ostojić
MentorBruno Blašković (mentor)
Committee memberBruno Blašković (predsjednik povjerenstva)
Committee memberMirko Randić (član povjerenstva)
Committee memberPetar Knežević (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2021-07-07, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Količine podataka o događajima u eksponecionalnom su porastu što dovodi do razvitka dubinske analize procesa - tehnike dizajnirane za otkrivanje, praćenje i poboljšavanje stvarnih procesa. Prva faza dubinske analize procesa je otkrivanje modela procesa koja na ulaz prima dnevnik događaja, a na izlaz daje model procesa. U Radu je provedeno otkrivanje procesa iz dnevnika događaja u CSV i XES formatu, i priprema za provjeru skuladnosti, koristeći tri algoritma: Alpha Miner, Heuristics Miner i Inductive Miner. Napravljena je vizualizacija modela koristeći Petrijeve mreže, heurističke mreže, procesna stabla i BPMN prikaz. Također, provedena je i usporedba dobivenih modela koristeći izračun fitnessa, preciznosti, generalizacije, jednostavnosti te najvažnije - zvučnosti modela.
Abstract (english)
The amount of event data is increasing exponentially leading to the development of process mining - a technique designed to detect, monitor, and improve real processes. The first phase of process mining is the discovery of a process model that receives an event log as the input and generates the process model as the output. This Thesis shows process discovery from event logs in CSV and XES format, and preparation for conformance checking, using three algorithms: Alpha Miner, Heuristics Miner, and Inductive Miner. A visualization of the model was made using Petri nets, heuristic networks, process trees, and BPMN notation. Also, a comparison of the obtained models was performed, using the calculation of fitness, precision, generalization, simplicity, and most importantly - the soundness of the model.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:000278
Study programmeTitle: Computing
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
Access conditionsClosed access
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Created on2023-01-13 13:23:15