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Mining Process Variants: Goals and Issues

28 citations0/0 files storedIEEE International Conference on Services Computing

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Business Process Modeling and Analysis Advanced Software Engineering Methodologies Model-Driven Software Engineering Techniques

Abstract

Recently, process-aware information systems (PAIS) were introduced, which allow for dynamic process and service changes. This, in turn, has led to a large number of process model variants, which are difficult to maintain and expensive to configure. This paper deals with goals and issues related to the mining of process model variants. Our overall goal is to learn from process changes and to "merge" the resulting model variants into a generic process model in the best possible way. By adopting this generic process model in the PAIS, future cost of process change and need for process adaptations will decrease.

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References

1998Adeptflex—Supporting Dynamic Changes of Workflows Without Losing Control 2007Change Patterns and Change Support Features in Process-Aware Information Systems 2006Managing Process Variants as an Information Resource 2006Process Mining, Discovery, and Integration using Distance Measures

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2015A Generic Approach for Calculating and Visualizing Differences Between Process Models in Multidimensional Process Mining

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