Belief Merging-Based Case Combination

  • Authors:
  • Julien Cojan;Jean Lieber

  • Affiliations:
  • Orpailleur, LORIA, CNRS, INRIA, Nancy University, BP 239, Vandœuvre-lès-Nancy 54506;Orpailleur, LORIA, CNRS, INRIA, Nancy University, BP 239, Vandœuvre-lès-Nancy 54506

  • 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

Integrity constraint belief merging aims at producing from several knowledge bases, that may be mutually inconsistent, a synthetic knowledge base satisfying a given integrity constraint. It is applied here to case combination for case-based reasoning. This approach is shown to extend Eyke Hüllermeier's credible case-based inference and to be reducible under some assumptions to linear programming.