On the Correlation between Process Model Metrics and Errors
Mendling, Jan, Neumann, Gustaf, & van der Aalst, Wil M. (2007) On the Correlation between Process Model Metrics and Errors. In Grundy, J., Hartmann, S., Laender, A.H.F., Maciaszek, L., & Roddick, J.F. (Eds.) Twenty-Sixth International Conference on Conceptual Modeling - ER2007 - Tutorials, Posters, Panels and Industrial Contributions, 28-30 November 2007, Auckland.
Business process models play an important role for the management, design, and improvement of process organizations and process-aware information systems. Despite the extensive application of process modeling in practice there are hardly empirical results available on quality aspects of process models. This paper aims to advance the understanding of this matter by analyzing the connection between formal errors (such as deadlocks) and a set of metrics that capture various structural and behavioral aspects of a process model. In particular we discuss the hypothetical relationship between errors and metrics, and provide a validation of correlation based on an extensive sample of EPC process models from practice. The strong connection between metrics and errors has considerable consequences for the design of future modeling guidelines and modeling tools.
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|Item Type:||Conference Item (Poster)|
|Subjects:||Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > INFORMATION SYSTEMS (080600) > Information Systems Development Methodologies (080608)|
|Divisions:||Past > QUT Faculties & Divisions > Faculty of Science and Technology|
|Copyright Owner:||Copyright 2007 Australian Computer Society|
|Copyright Statement:||Reproduction for academic, not-for profit purposes permitted provided this text is included.|
|Deposited On:||03 Jul 2008|
|Last Modified:||03 Mar 2011 15:47|
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