Case-Based Similarity Assessment: Estimating Adaptability from Experience

@inproceedings{Leake1997CaseBasedSA,
  title={Case-Based Similarity Assessment: Estimating Adaptability from Experience},
  author={David B. Leake and Andrew Kinley and David C. Wilson},
  booktitle={AAAI/IAAI},
  year={1997}
}
Case-based problem-solving systems rely on similarity assessment to select stored cases whose solutions are easily adaptable to t current problems. However, widely-used similarity assessment strategies, such as evaluation of semantic similarity, can be poor predictors of adaptability. As a result, systems may select cases that are di cult or impossible for them to adapt, even when easily adaptable cases are available in memory. This paper presents a new similarity assessment approach which… CONTINUE READING