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Local Behavior Similarity

  • Conference paper
Book cover Enterprise, Business-Process and Information Systems Modeling (BPMDS 2012, EMMSAD 2012)

Part of the book series: Lecture Notes in Business Information Processing ((LNBIP,volume 113))

Abstract

Business process models explicitly capture an organization’s operations and thus are essential to a process oriented organization. Typically, hundreds or thousands of models are stored in business process repositories. Effective capabilities to manage and, in particular, search are required to leverage stored business process models.

Yet, search remains a challenge, because business processes cannot easily be compared. Existing approaches to process similarity do not support queries that are significantly smaller than sought models and contain only few, yet important, aspects.

In this paper, we introduce a novel approach to behavioral similarity search that is sensitive to local behavior inclusion, i.e., it will feature models that contain the behavior of a query. This is achieved by comparing local behavioral relationships of a query model with global relationships of candidate models. We present the formal foundation of this approach, derive a similarity measure, and illustrate the applicability of our approach, also with respect to complexity.

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Author information

Authors and Affiliations

  1. Hasso Plattner Institute at the University of Potsdam, Prof.-Dr.-Helmert-Strasse 2-3, 14482, Potsdam, Germany

    Matthias Kunze & Mathias Weske

Authors
  1. Matthias Kunze
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  2. Mathias Weske
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Editor information

Editors and Affiliations

  1. IbisSoft AB, Stockholm, Box 19567, SE-10432, Stockholm, Sweden

    Ilia Bider

  2. LogicBlox, Australia, and INTI International University, Malaysia

    Terry Halpin

  3. Department of Computer and Information Science, Norwegian University of Science and Technology (NTNU), Sem Sælands Vei 7-9, 7491, Trondheim, Norway

    John Krogstie

  4. University Paris 1 Pantheon-Sorbonne, Paris, France

    Selmin Nurcan

  5. Erik Proper, PRC Henri Tudor, Luxembourg-Kirchberg, Luxembourg

    Erik Proper

  6. Aalen University, Aalen, Germany

    Rainer Schmidt

  7. University of Haifa, Carmel Mountain, 31905, Haifa, Israel

    Pnina Soffer

  8. Department of Business Informatics, University of Gdansk, ul. Piaskowa 9, 81-864, Sopot, Poland

    Stanisław Wrycza

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Kunze, M., Weske, M. (2012). Local Behavior Similarity. In: Bider, I., et al. Enterprise, Business-Process and Information Systems Modeling. BPMDS EMMSAD 2012 2012. Lecture Notes in Business Information Processing, vol 113. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31072-0_8

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  • DOI: https://doi.org/10.1007/978-3-642-31072-0_8

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-31071-3

  • Online ISBN: 978-3-642-31072-0

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