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Activity-Oriented Clustering Techniques in Large Process and Compliance Rule Repositories

Kabicher, Sonja and Rinderle-Ma, Stefanie and Ly, Linh Thao (2011) Activity-Oriented Clustering Techniques in Large Process and Compliance Rule Repositories. In: Proc. BPM'11 Workshops, 1st Int. Workshop on Process Model Collections (PMC 2011), August 2011, Clermont-Ferrand, France. (Accepted for Publication)

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Abstract

Organizations often have to deal with large collections of business process models and compliance rules. Particular challenges in this context are compliance checks, consistency checks, and the maintenance of the process and rule repositories. In case that a-priory knowledge about dependencies within the process base and the rule base is not available, compliance checking must be performed by verifying all rules for each process, which turns out to be very costly in a context of large process and rule repositories. In this paper we present activity-oriented clustering techniques for efficient compliance checking which are particularly applicable in process and rule repositories where no a-priori clustering is considered. Further it is shown how the proposed clustering techniques influence the complexity of consistency checks. Finally, qualitative and quantitative aspects of the presented clustering techniques are discussed. The presented techniques provide a first step towards effective and efficient management of large business process and compliance rule repositories.

Item Type:Conference or Workshop Item (Paper)
Subjects:DBIS Research > Publications
ID Code:751
Deposited By: Linh Thao Ly
BibTex Export:BibTeX
Deposited On:19 Jul 2011 17:27
Last Modified:14 Oct 2011 10:29

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