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VR-ProcessMine: Immersive Process Mining Visualization and Analysis in Virtual Reality

  • Repeatable processes are fundamental for describing how enterprises and organizations operate, for production, for Industry 4.0, etc. As digitalization and automation progresses across all organizations and industries, including enterprises, business, government, manufacturing, and IT, evidence-based comprehension and analysis of the processes involved, including their variations, anomalies, and performance, becomes vital for an increasing set of stakeholders. Process Mining (PM) relies on logs or processes (as such evidence-based) to provide process-centric analysis data, yet insights are not necessarily visually accessible for a larger set of stakeholders (who may not be process or data analysts). Towards addressing certain challenges described in the Process Mining Manifesto, this paper contributes VR-ProcessMine, a solution for visualizing and interacting with PM results in Virtual Reality (VR). Our realization shows its feasibility, and a case-based evaluation provides insights into its capabilities.

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Metadaten
Author:Roy OberhauserORCiD
URN:urn:nbn:de:bsz:944-opus4-24731
URL:https://www.thinkmind.org/index.php?view=article&articleid=eknow_2022_3_40_60017
ISBN:978-1-61208-986-7
Source Title (English):Proceedings of the Fourteenth International Conference on Information, Process, and Knowledge Management
Conference Name:eKNOW
Conference Date:26-30 June
Conference Place:Porto, Portugal
Document Type:Conference Proceeding
Language:English
Year of Completion:2022
Release Date:2023/02/27
Tag:business process management; business process mining; process analysis; process mining; virtual reality
Number of Pages:6
First Page:75
Last Page:80
Faculty:Elektronik und Informatik
DDC classes:000 Allgemeines, Informatik, Informationswissenschaft
Open Access:Open Access
Licence (German):License LogoUrheberrechtlich gesch├╝tzt