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  4. Interactive Business Process Comparison Using Conformance and Performance Insights - A Tool
 
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2022
Conference Paper
Title

Interactive Business Process Comparison Using Conformance and Performance Insights - A Tool

Abstract
Process mining techniques make the underlying processes in organizations transparent. Historical event data are used to perform conformance checking and performance analyses. Analyzing a single process and providing visual insights has been the focus of most process mining techniques. However, comparing two processes or a single process in different situations is essential for process improvement. Different approaches have been proposed for process comparison. However, most of the techniques are either relying on the aggregated KPIs or their comparisons are based on process models, i.e., the flow of activities. Existing techniques are not able to provide understandable and insightful results for process owners. The current paper describes a tool that provides aggregated and detailed comparisons of two processes starting from their event logs using innovative visualizations. The visualizations provided by the tool are interactive. We exploit some techniques recently proposed in the literature, e.g., stochastic conformance checking and the performance spectrum, for conformance and performance comparison.
Author(s)
Pourbafrani, M.
Rheinisch-Westfälische Technische Hochschule Aachen
Rafiei, M.
Rheinisch-Westfälische Technische Hochschule Aachen
Berti, Alessandro
Rheinisch-Westfälische Technische Hochschule Aachen  
Aalst, Wil van der
Rheinisch-Westfälische Technische Hochschule Aachen  
Mainwork
Research Challenges in Information Science. 16th International Conference, RCIS 2022. Proceedings  
Project(s)
EXC 2023: Internet of Production  
Funder
Deutsche Forschungsgemeinschaft  
Conference
International Conference on Research Challenges in Information Science 2022  
DOI
10.1007/978-3-031-05760-1_50
Language
English
Fraunhofer-Institut für Angewandte Informationstechnik FIT  
Keyword(s)
  • Comparison visualization

  • Earth mover’s distance

  • Event logs

  • Performance spectrum

  • Process mining

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