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dc.contributor.authorYeshchenko, A
dc.contributor.authorMendling, J
dc.contributor.authorDi Ciccio, C
dc.contributor.authorPolyvyanyy, A
dc.date.accessioned2021-02-03T00:57:55Z
dc.date.available2021-02-03T00:57:55Z
dc.date.issued2020-01-01
dc.identifier.citationYeshchenko, A., Mendling, J., Di Ciccio, C. & Polyvyanyy, A. (2020). VDD: A visual drift detection system for process mining. Proceedings of the ICPM Doctoral Consortium and Tool Demonstration Track 2020 co-located with the 2nd International Conference on Process Mining (ICPM 2020), 2703, pp.31-34. CEUR Workshop Proceedings.
dc.identifier.issn1613-0073
dc.identifier.urihttp://hdl.handle.net/11343/258905
dc.description.abstractResearch on concept drift detection has inspired recent advancements of process mining and expanding the growing arsenal of process analysis tools. What has so far been missing in this new research stream are techniques that support comprehensive process drift analysis in terms of localizing, drillingdown, quantifying, and visualizing process drifts. In our research, we built on ideas from concept drift, process mining, and visualization research and present a novel web-based software tool to analyze process drifts, called Visual Drift Detection (VDD). Addressing the comprehensive analysis requirements, our tool is of benefit to researchers and practitioners in the business intelligence and process analytics area. It constitutes a valuable aid to those who are involved in business process redesign projects.
dc.publisherCEUR Workshop Proceedings
dc.rights.urihttps://creativecommons.org/licenses/by/4.0
dc.sourceICPM 2020 Doctoral Consortium and Tool Demonstration Track
dc.titleVDD: A visual drift detection system for process mining
dc.typeConference Paper
melbourne.affiliation.departmentComputing and Information Systems
melbourne.source.titleCEUR Workshop Proceedings
melbourne.source.volume2703
melbourne.source.pages31-34
melbourne.identifier.arcDP180102839
dc.rights.licenseCC BY
melbourne.elementsid1479566
pubs.publisher-urlhttp://ceur-ws.org/Vol-2703/paperTD4.pdf
melbourne.openaccess.urlhttp://ceur-ws.org/Vol-2703/paperTD4.pdf
melbourne.openaccess.statusPublished version
melbourne.contributor.authorPolyvyanyy, Artem
melbourne.identifier.fundernameidAustralian Research Council, DP180102839
melbourne.event.locationPadua, Italy
melbourne.accessrightsOpen Access


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