A Fresh Approach to Analyze Process Outcomes.

Hagen Völzer; Francesca Zerbato; Timothy Sulzer; Barbara Weber

doi:10.1109/ICPM60904.2023.10271968

A Fresh Approach to Analyze Process Outcomes.

Hagen Völzer, Francesca Zerbato, Timothy Sulzer, Barbara Weber

Process Analytics on Multi-Dimensional Data

Onderzoeksoutput: Bijdrage aan congres › Paper › Academic

2 Citaten (Scopus)

Samenvatting

We propose a set of techniques to analyze final or intermediate process outcomes. The main novelties are (i) outcome flow diagrams - a visualization of a process as a sequence of global decisions and their contribution to the process outcomes, and (ii) an interactive method to find explanations for process outcomes. We demonstrate the effectiveness of our techniques in the context of an in-depth study on the Road Traffic Fine Management event log, for which we obtain so far undocumented insights.

Originele taal-2	Engels
Pagina's	97-104
Aantal pagina's	8
DOI's	https://doi.org/10.1109/ICPM60904.2023.10271968
Status	Gepubliceerd - 2023

Financiering

Acknowledgment. This work is part of the ProMiSE project, funded by the Swiss National Science Foundation under Grant No.: 200021 197032.

Financiers	Financiernummer
Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung	200021 197032

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10.1109/ICPM60904.2023.10271968

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AB - We propose a set of techniques to analyze final or intermediate process outcomes. The main novelties are (i) outcome flow diagrams - a visualization of a process as a sequence of global decisions and their contribution to the process outcomes, and (ii) an interactive method to find explanations for process outcomes. We demonstrate the effectiveness of our techniques in the context of an in-depth study on the Road Traffic Fine Management event log, for which we obtain so far undocumented insights.

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A Fresh Approach to Analyze Process Outcomes.

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Financiering

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