Process Miner: how sure are you? Comparing behavioral qualities in event log

dc.rights.license	CC-BY-NC-ND
dc.contributor.advisor	Werf, Jan Martijn van der
dc.contributor.author	Geijtenbeek, Niek
dc.date.accessioned	2024-01-01T01:04:24Z
dc.date.available	2024-01-01T01:04:24Z
dc.date.issued	2024
dc.identifier.uri	https://studenttheses.uu.nl/handle/20.500.12932/45776
dc.description.abstract	This project aimed to explore comparative techniques to quantify the (dis)similarity between event logs based on the behavior data present within them. The research uncovered two behavior abstractions that can be used as the basis of comparison. One is based on the direct-follows relation (DFR) and the other is on the full temporal relationships between events (EFR). Using these abstractions, existing metrics were adopted to function within the context of process mining.
dc.description.sponsorship	Utrecht University
dc.language.iso	EN
dc.subject	Creating comparative techniques to evaluate the quality of event log (samples).
dc.title	Process Miner: how sure are you? Comparing behavioral qualities in event log
dc.type.content	Master Thesis
dc.rights.accessrights	Open Access
dc.subject.keywords	Process Mining, Conformance Checking, Data Science, Process Science, Metrics
dc.subject.courseuu	Business Informatics
dc.thesis.id	26703