Dimensions of Case-Based Reasoner Quality Management

  • Authors:
  • Annett Bierer;Marcus Hofmann

  • Affiliations:
  • Chair of management accounting and controlling, Chemnitz University of Technology Faculty for economics and business administration, Chemnitz, Germany D-09126;Chair of business process management and knowledge management, Chemnitz University of Technology Faculty for economics and business administration, Chemnitz, Germany D-09126

  • Venue:
  • ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
  • Year:
  • 2009

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Abstract

CBR systems are increasingly applied in practice. There, the system's ability to provide users with the information they need depends on the quality of the system's knowledge base and its long-term assurance and continuous improvement. Currently, in CBR research quality is rather an abstract term and maintenance takes a center stage. But in practice, there is a need for a broader and more detailed focus on quality aspects. Hence, the paper extends the maintenance view to a quality-oriented view. A framework is presented containing relevant aspects of a CBR system's quality management (CBRQM). It will be shown that maintenance approaches are not independent from a CBRQM.