Abstract
Companies are developing a growing interest in aligning their information systems in a process-oriented way. However, current process-aware information systems (PAIS) fail to meet process flexibility requirements, which reduces the applicability of such systems. To overcome this limitation PAIS should capture the whole process life cycle and all kinds of changes in an integrated way. In this paper we present such a holistic approach providing full process life cycle support by combining the ADEPT framework for dynamic process changes with the concepts and methods provided by case-based reasoning (CBR) technology. This allows expressing the semantics of process changes, their memorization and their reuse to perform similar changes in the future. If the same or similar process instance changes occur frequently, potential process type changes are suggested to the process engineer. The process engineer can then perform a schema evolution and migrate running instances to the new schema version by using the ADEPT framework. Finally, the case–base related to the old schema version is migrated as well.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Van der Aalst, W., Basten, T.: Inheritance of workflows: An approach to tackling problems related to change. Theoret. Comp. Science 270, 125–203 (2002)
Ellis, C., Keddara, K., Rozenberg, G.: Dynamic change within workflow systems. In: Proc. Int’l COOCS 1995, Milpitas, CA, pp. 10–21 (1995)
Rinderle, S., Reichert, M., Dadam, P.: Correctness criteria for dynamic changes in workflow systems – a survey. DKE 50, 9–34 (2004)
Weske, M.: Formal foundation and conceptual design of dynamic adaptations in a workflow management system. In: Proc. HICSS-34 (2001)
Reichert, M., Rinderle, S., Dadam, P.: On the common support of workflow type and instance changes under correctness constraints. In: Meersman, R., Tari, Z., Schmidt, D.C. (eds.) CoopIS 2003, DOA 2003, and ODBASE 2003. LNCS, vol. 2888, pp. 407–425. Springer, Heidelberg (2003)
Rinderle, S., Reichert, M., Dadam, P.: On dealing with structural conflicts between process type and instance changes. In: Desel, J., Pernici, B., Weske, M. (eds.) BPM 2004. LNCS, vol. 3080, pp. 274–289. Springer, Heidelberg (2004)
Rinderle, S.: Schema Evolution in Process Management Systems. PhD thesis, University of Ulm (2004)
Rinderle, S., Reichert, M., Dadam, P.: Flexible support of team processes by adaptive workflow systems. DPD 16, 91–116 (2004)
Reichert, M., Dadam, P.: ADEPT flex - supporting dynamic changes of workflows without losing control. JIIS 10, 93–129 (1998)
Weber, B., Wild, W., Breu, R.: CBRFlow: Enabling adaptive workflow management through conversational case-based reasoning. In: Funk, P., González Calero, P.A. (eds.) ECCBR 2004. LNCS (LNAI), vol. 3155, pp. 434–448. Springer, Heidelberg (2004)
Leymann, F., Altenhuber, W.: Managing business processes as an information ressource. IBM Systems Journal 33, 326–348 (1994)
Kolodner, J.L.: Case-Based Reasoning. Morgan Kaufmann, San Francisco (1993)
Aamodt, A., Plaza, E.: Case-based reasoning: Foundational issues, methodological variations and system approaches. AI Communications 7, 39–59 (1994)
Aha, D.W., Muñoz-Avila, H.: Introduction: Interactive case-based reasoning. Applied Intelligence 14, 7–8 (2001)
Weber, B., Rinderle, S., Wild, W., Reichert, M.: CCBR–driven business process evolution. In: Muñoz-Ávila, H., Ricci, F. (eds.) ICCBR 2005. LNCS (LNAI), vol. 3620. Springer, Heidelberg (2005)
Rinderle, S., Reichert, M., Dadam, P.: Disjoint and overlapping process changes: Challenges, solutions, applications. In: Proc. CoopIS 2004, Cyprus, pp. 101–120 (2004)
Van der Aalst, W., van Dongen, B., Herbst, J., Maruster, L., Schimm, G., Weijters, A.: Workflow mining: A survey of issues and approaches. DKE 27, 237–267 (2003)
van der Aalst, W.: Inheritance of business processes: A journey visiting four notorious problems. In: Ehrig, H., Reisig, W., Rozenberg, G., Weber, H. (eds.) Petri Net Technology for Communication-Based Systems. LNCS, vol. 2472, pp. 383–408. Springer, Heidelberg (2003)
Guth, V., Oberweis, A.: Delta analysis of petri net based models for business processes. In: Proc. Applied Informatics, pp. 23–32 (1997)
Weber, B., Reichert, M., Rinderle, S., Wild, W.: Towards a framework for the agile mining of business processes. In: Bussler, C.J., Haller, A. (eds.) BPM 2005. LNCS, vol. 3812, pp. 191–202. Springer, Heidelberg (2006)
Casati, F., Ceri, S., Pernici, B., Pozzi, G.: Workflow evolution. DKE 24, 211–238 (1998)
Wargitsch, C., Wewers, T., Theisinger, F.: An organizational memory-based approach for an evolutionary workflow management system. In: Proc. HICCS-31, pp. 174–183 (1998)
Madhusudan, T., Zhao, J.: A case-based framework for workflow model management. In: van der Aalst, W.M.P., ter Hofstede, A.H.M., Weske, M. (eds.) BPM 2003. LNCS, vol. 2678, pp. 354–369. Springer, Heidelberg (2003)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Rinderle, S., Weber, B., Reichert, M., Wild, W. (2005). Integrating Process Learning and Process Evolution – A Semantics Based Approach. In: van der Aalst, W.M.P., Benatallah, B., Casati, F., Curbera, F. (eds) Business Process Management. BPM 2005. Lecture Notes in Computer Science, vol 3649. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11538394_17
Download citation
DOI: https://doi.org/10.1007/11538394_17
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-28238-9
Online ISBN: 978-3-540-31929-0
eBook Packages: Computer ScienceComputer Science (R0)