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Net Components for the Integration of Process Mining into Agent-Oriented Software Engineering

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Book cover Transactions on Petri Nets and Other Models of Concurrency I

Part of the book series: Lecture Notes in Computer Science ((TOPNOC,volume 5100))

Abstract

Process mining is increasingly used as an analysis technique to support the understanding of processes in software engineering. Due to the close relation to Petri nets as an underlying theory and representation technique, it can especially add to Petri net-based approaches. However, the complex analysis techniques are not straightforward to understand and handle for software developers with little data mining background. In this paper, we first discuss possibilities to integrate process mining into our Petri net-based agent-oriented software engineering approach. As the main contribution, we focus on enhancing its usability and introduce a technique and tool for visually modeling process mining algorithms with net components. These can be used to build new complex algorithms as a patch-work of existing procedures and new compositions. Furthermore, they allow for an easy integration with standard tools such as ProM.

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Author information

Authors and Affiliations

  1. Department of Informatics, ASI / TGI, University of Hamburg, Vogt-Kölln-Straße 30, 22527, Hamburg, Germany

    Lawrence Cabac & Nicolas Denz

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  1. Lawrence Cabac
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  2. Nicolas Denz
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Editor information

Editors and Affiliations

  1. Faculty of Science, Department of Computer Science, IT-parken, University of Aarhus, Aabogade 34, 8200, Aarhus N, Denmark

    Kurt Jensen

  2. Department of Mathematics and Computer Science, Technical University of Eindhoven, Den Dolech 2, 5612 AZ, Eindhoven, The Netherlands

    Wil M. P. van der Aalst

  3. School of Electrical and Information Engineering, University of South Australia, Mawson Lakes Campus, Mawson Lakes, 5095, South Australia, Australia

    Jonathan Billington

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Cabac, L., Denz, N. (2008). Net Components for the Integration of Process Mining into Agent-Oriented Software Engineering. In: Jensen, K., van der Aalst, W.M.P., Billington, J. (eds) Transactions on Petri Nets and Other Models of Concurrency I. Lecture Notes in Computer Science, vol 5100. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-89287-8_6

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  • DOI: https://doi.org/10.1007/978-3-540-89287-8_6

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-89286-1

  • Online ISBN: 978-3-540-89287-8

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