dc.contributor.author | Savickas, Titas | |
dc.contributor.author | Vasilecas, Olegas | |
dc.date.accessioned | 2023-09-18T17:01:34Z | |
dc.date.available | 2023-09-18T17:01:34Z | |
dc.date.issued | 2018 | |
dc.identifier.issn | 1820-0214 | |
dc.identifier.uri | https://etalpykla.vilniustech.lt/handle/123456789/119070 | |
dc.description.abstract | There are many approaches on how to analyse business processes, but the simulation is still not widely employed due to high costs associated with simulation model creation. In this paper, an approach on how to automatically generate dynamic business process simulation model is presented. The approach discovers belief network of the process from an event log and uses it to generate a simulation model automatically. Such model then can be further customised to facilitate analysis. For evaluation of the approach, conformance of the simulation results with the source event logs was calculated. The simulation results were event logs that were generated during the simulation of the discovered models. The evaluation showed that the approach could be used for initial simulation model generation. | eng |
dc.format | PDF | |
dc.format.extent | p. 31-50 | |
dc.format.medium | tekstas / txt | |
dc.language.iso | eng | |
dc.relation.isreferencedby | INSPEC | |
dc.relation.isreferencedby | Scopus | |
dc.relation.isreferencedby | Science Citation Index Expanded (Web of Science) | |
dc.source.uri | https://doi.org/10.2298/CSIS170520045S | |
dc.source.uri | http://www.comsis.org/pdf.php?id=597-1606 | |
dc.subject | IK01 - Informacinės technologijos, ontologinės ir telematikos sistemos / Information technologies, ontological and telematic systems | |
dc.title | An approach to business process simulation using mined probabilistic models | |
dc.type | Straipsnis Web of Science DB / Article in Web of Science DB | |
dcterms.references | 38 | |
dc.type.pubtype | S1 - Straipsnis Web of Science DB / Web of Science DB article | |
dc.contributor.institution | Vilniaus Gedimino technikos universitetas | |
dc.contributor.faculty | Fundamentinių mokslų fakultetas / Faculty of Fundamental Sciences | |
dc.subject.researchfield | T 007 - Informatikos inžinerija / Informatics engineering | |
dc.subject.ltspecializations | L106 - Transportas, logistika ir informacinės ir ryšių technologijos (IRT) / Transport, logistic and information and communication technologies | |
dc.subject.en | Probabilistic business process model | |
dc.subject.en | Business process simulation | |
dc.subject.en | Simulation model generation | |
dc.subject.en | Process mining | |
dcterms.sourcetitle | Computer Science and Information Systems | |
dc.description.issue | iss. 1 | |
dc.description.volume | Vol. 15 | |
dc.publisher.name | ComSIS Consortium | |
dc.publisher.city | Novi Sad | |
dc.identifier.doi | 000427010600003 | |
dc.identifier.doi | 2-s2.0-85041558451 | |
dc.identifier.doi | 10.2298/CSIS170520045S | |
dc.identifier.elaba | 25828657 | |