Case-Base Maintenance for CCBR-Based Process Evolution

B. Weber, M.U. Reichert, W. Wild

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    19 Citations (Scopus)

    Abstract

    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.
    Original languageUndefined
    Title of host publicationProc. 8th European Conference on Advances in Case-Based Reasoning (ECCBR'06)
    EditorsT. Roth-Berghofer, M.H. Göker, H.A. Güvenir
    Place of PublicationBerlin, Heidelberg, New York
    PublisherSpringer
    Pages106-120
    Number of pages15
    ISBN (Print)978-3-540-36843-4
    DOIs
    Publication statusPublished - 26 Aug 2006

    Publication series

    NameLecture Notes in Computer Science
    PublisherSpringer Verlag
    Volume4106
    ISSN (Print)0302-9743
    ISSN (Electronic)1611-3349

    Keywords

    • SCS-Services
    • IR-63202
    • METIS-238668
    • EWI-6192

    Cite this

    Weber, B., Reichert, M. U., & Wild, W. (2006). Case-Base Maintenance for CCBR-Based Process Evolution. In T. Roth-Berghofer, M. H. Göker, & H. A. Güvenir (Eds.), Proc. 8th European Conference on Advances in Case-Based Reasoning (ECCBR'06) (pp. 106-120). [10.1007/11805816_10] (Lecture Notes in Computer Science; Vol. 4106). Berlin, Heidelberg, New York: Springer. https://doi.org/10.1007/11805816_10