Process Mining Meets Visual Analytics: The Case of Conformance Checking

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dc.contributor.authorRehse, Jana-Rebecca
dc.contributor.authorPufahl, Luise
dc.contributor.authorGrohs , Michael
dc.contributor.authorKlein, Lisa-Marie
dc.date.accessioned2022-12-27T19:18:25Z
dc.date.available2022-12-27T19:18:25Z
dc.date.issued2023-01-03
dc.description.abstractConformance checking is a major function of process mining, which allows organizations to identify and alleviate potential deviations from the intended process behavior. To fully leverage its benefits, it is important that conformance checking results are visualized in a way that is approachable and understandable for non-expert users. However, the visualization of conformance checking results has so far not been widely considered in research. Therefore, the goal of this paper is to develop an understanding of how conformance checking results are visualized by process mining tools to provide a foundation for further research on this topic. We conduct a systematic study, where we analyze the visualization capabilities of nine academic and seven commercial tools by means of a visual analytics framework. In this study, we find that the ``Why?'' aspect of conformance checking visualization seems already be well-defined, but the ``What?'' and ``How?'' aspects require future research.
dc.format.extent10
dc.identifier.doi10.24251/HICSS.2023.665
dc.identifier.isbn978-0-9981331-6-4
dc.identifier.urihttps://hdl.handle.net/10125/103299
dc.language.isoeng
dc.relation.ispartofProceedings of the 56th Hawaii International Conference on System Sciences
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectBusiness Process Technology
dc.subjectconformance checking
dc.subjectprocess mining
dc.subjectvisual analytics
dc.subjectvisualization
dc.titleProcess Mining Meets Visual Analytics: The Case of Conformance Checking
dc.type.dcmitext
prism.startingpage5452

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