dc.contributor.author | Savickas, Titas | |
dc.contributor.author | Vasilecas, Olegas | |
dc.date.accessioned | 2023-09-18T17:01:40Z | |
dc.date.available | 2023-09-18T17:01:40Z | |
dc.date.issued | 2017 | |
dc.identifier.issn | 0868-4952 | |
dc.identifier.uri | https://etalpykla.vilniustech.lt/handle/123456789/119086 | |
dc.description.abstract | Information systems contain a lot of data regarding business process execution history. Use of this data, in the form of an event log, can greatly support business process management. The paper presents an approach to construct Bayesian belief network from an event log that could facilitate decision support in business process execution. The approach is evaluated against multiple event logs by inferring data probabilities occurring in the business processes. The results show that the approach is suitable for the task and could be used in decision support with future research focused on prediction and simulation of business processes. | eng |
dc.format | PDF | |
dc.format.extent | p. 687-701 | |
dc.format.medium | tekstas / txt | |
dc.language.iso | eng | |
dc.relation.isreferencedby | Science Citation Index Expanded (Web of Science) | |
dc.relation.isreferencedby | Scopus | |
dc.relation.isreferencedby | Academic Search Premier | |
dc.relation.isreferencedby | INSPEC | |
dc.relation.isreferencedby | Zentralblatt MATH (zbMATH) | |
dc.source.uri | http://dx.doi.org/10.15388/Informatica.2017.146 | |
dc.subject | IK01 - Informacinės technologijos, ontologinės ir telematikos sistemos / Information technologies, ontological and telematic systems | |
dc.title | Decision support using belief network constructed from business process event log | |
dc.type | Straipsnis Web of Science DB / Article in Web of Science DB | |
dcterms.references | 23 | |
dc.type.pubtype | S1 - Straipsnis Web of Science DB / Web of Science DB article | |
dc.contributor.institution | Vilniaus Gedimino technikos universitetas | |
dc.contributor.institution | Vilniaus universitetas Vilniaus Gedimino technikos universitetas | |
dc.contributor.faculty | Fundamentinių mokslų fakultetas / Faculty of Fundamental Sciences | |
dc.subject.researchfield | N 009 - Informatika / Computer science | |
dc.subject.ltspecializations | L106 - Transportas, logistika ir informacinės ir ryšių technologijos (IRT) / Transport, logistic and information and communication technologies | |
dc.subject.en | event log | |
dc.subject.en | Bayesian belief network | |
dc.subject.en | decision support | |
dc.subject.en | probability inference. | |
dcterms.sourcetitle | Informatica | |
dc.description.issue | no 4 | |
dc.description.volume | Vol. 28 | |
dc.publisher.name | Institute of Mathematics and Informatics | |
dc.publisher.city | Vilnius | |
dc.identifier.doi | 10.15388/Informatica.2017.146 | |
dc.identifier.elaba | 24669964 | |