Case-Base Maintenance for CCBR-Based Process Evolution
The success of a company more and more depends on its ability to flexibly and quickly react to changes. Combining process management techniques and conversational case-based reasoning (CCBR) allows for flexibly aligning the business processes to new requirements by providing integrated process life cycle support. This includes the adaptation of business processes to changing needs by allowing deviations from the predefined process model, the memorization and the reuse of these deviations using CCBR, and the derivation of process improvements from cases. However, to effectively support users during the whole process life cycle, the quality of the data maintained in the case base (CB) is essential. Low problem solving efficiency of the CCBR system as well as inconsistent or inaccurate cases can limit user acceptance. In this paper we describe fundamental requirements for CB maintenance, which arise when integrating business process management (BPM) and CCBR and elaborate our approach to meeting these requirements.
KeywordsCase Base Business Process Free Text Process Engineer Process Instance
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- 1.Dumas, M., ter Hofstede, A., van der Aalst, W. (eds.): Process Aware Information Systems. Wiley Publishing, Chichester (2005)Google Scholar
- 2.Reichert, M., Dadam, P.: ADEPTflex - Supporting Dynamic Changes of Workflows Without Losing Control. JIIS 10, 93–129 (1998)Google Scholar
- 3.Jørgensen, H.D.: Interactive Process Models. PhD thesis, Norwegian University of Science and Technology, Trondheim, Norway (2004)Google Scholar
- 4.Hammer, M., Stanton, S.: The Reengineering Revolution – The Handbook. Harper Collins Publ. (1995)Google Scholar
- 10.Weber, B., Reichert, M., Rinderle, S., Wild, W.: Towards a Framework for the Agile Mining of Business Processes. In: van der Aalst, W.M.P., Benatallah, B., Casati, F., Curbera, F. (eds.) BPM 2005. LNCS, vol. 3649, pp. 191–202. Springer, Heidelberg (2005)Google Scholar
- 12.Weske, M.: Workflow Management Systems: Formal Foundation, Conceptual Design, Implementation Aspects. Univ. of Münster, Germany, Habil Thesis (2000)Google Scholar
- 19.Smyth, B., Keane, M.T.: Remembering to Forget: A Competence-Preserving Case Deletion Policy for Case-Based Reasoning Systems. In: IJCAI 1995, pp. 377–383 (1995)Google Scholar
- 21.Zhu, J., Yang, Q.: Remembering to Add: Competence-preserving Case-Addition Policies for Case Base Maintenance. In: IJCAI 1999, pp. 234–241 (1999)Google Scholar
- 22.Roth-Berghofer, T.: Knowledge maintenance of case-based reasoning systems. The SIAM methodology. Ph.D thesis, University of Kaiserslautern (2002)Google Scholar