Designing and Evaluating a Structural Model for Conformance Checking Visualizations

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dc.contributor.authorKlessascheck, Finnen_US
dc.contributor.authorKnoche, Tomen_US
dc.contributor.authorPufahl, Luiseen_US
dc.contributor.editorArleo, Alessioen_US
dc.contributor.editorvan den Elzen, Stefen_US
dc.contributor.editorvon Landesberger, Tatianaen_US
dc.contributor.editorRehse, Jana-Rebeccaen_US
dc.contributor.editorPufahl, Luiseen_US
dc.contributor.editorZerbato, Francescaen_US
dc.date.accessioned2024-05-21T09:09:39Z
dc.date.available2024-05-21T09:09:39Z
dc.date.issued2024
dc.description.abstractConformance checking is one of the main operations of process mining with which enterprises can analyse their business processes and consider whether their behaviour follows the desired one, or whether and where it deviates. In order to meaningfully present the results of this family of techniques, an appropriate and accessible visual interaction platform is necessary. However, existing work has focussed primarily on technical aspects, and less on user concerns. To this end, we combine visual analytics concepts with conformance checking. We derive a structural model from literature, which summarizes conformance checking applications, and helps in deriving descriptive models for concrete analyses. We implement our concept prototypically, and evaluate it in a user study, thereby showing the structural model's ability to help in creating accessible and appropriate visualizations for conformance checking.en_US
dc.description.seriesinformationVIPRA 2024 - Visual Process Analytics Workshop
dc.identifier.doi10.2312/vipra.20241101
dc.identifier.isbn978-3-03868-254-7
dc.identifier.pages6 pages
dc.identifier.urihttps://doi.org/10.2312/vipra.20241101
dc.identifier.urihttps://diglib.eg.org/handle/10.2312/vipra20241101
dc.publisherThe Eurographics Associationen_US
dc.rightsAttribution 4.0 International License
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectCCS Concepts: Human-centered computing → Visual analytics; Information systems → Data mining; Applied computing → Business process management
dc.subjectHuman centered computing → Visual analytics
dc.subjectInformation systems → Data mining
dc.subjectApplied computing → Business process management
dc.titleDesigning and Evaluating a Structural Model for Conformance Checking Visualizationsen_US
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