Visual Analytics in Process Mining: Classification of Process Mining Techniques

Visual Analytics in Process Mining: Classification of Process Mining Techniques

Abstract

The increasing interest from industry and academia has driven the development of process mining techniques over the last years. Since the process mining entails a strong explorative perspective, the combination of process mining and visual analytics methods is a fruitful multidisciplinary solution to enable the exploration and the understanding of large amounts of event log data. In this paper, we propose a first approach how process mining techniques can be categorized with respect to visual analytics aspects. Since ProM is a widely used open-source framework which includes most of the existing process mining techniques as plug-ins, we concentrate on the plug- ins of ProM as use case to show the applicability of our approach.

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Authors
  • Kriglstein, Simone
  • Pohl, Margit
  • Rinderle-Ma, Stefanie
  • Stallinger, Magdalena
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Projects
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Shortfacts
Category
Paper in Conference Proceedings or in Workshop Proceedings (Full Paper in Proceedings)
Event Title
7th International Eurovis Workshop on Visual Analytics
Divisions
Workflow Systems and Technology
Event Location
Groningen
Event Type
Workshop
Event Dates
June 2016
Date
June 2016
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