Mining Large-Scale Knowledge Sources for Case Adaptation Knowledge

  title={Mining Large-Scale Knowledge Sources for Case Adaptation Knowledge},
  author={David B. Leake and Jay H. Powell},
Making case adaptation practical is a longstanding challenge for casebased reasoning. One of the impediments to widespread use of automated case adaptation is the adaptation knowledge bottleneck: the adaptation process may require extensive domain knowledge, which may be difficult or expensive for system developers to provide. This paper advances a new approach to addressing this problem, proposing that systems mine their adaptation knowledge as needed from pre-existing large-scale knowledge… CONTINUE READING

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