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Combining Analytical and Similarity-Based CBR (1988)
| Content Provider | CiteSeerX |
|---|---|
| Author | Golding, Andrew R. Rosenbloom, Paul S. |
| Description | A technique is presented for combining analytical and similarity-based CBR. Analytical CBR permits transfer from a source problem to a target only if the "analytical criterion" is satisfied, namely, that the justification for the source solution also hold in the target. This strategy has the merit of preventing "unsound" analogies, but is infeasible when no complete, correct domain theory is known. When a partial theory is all that is available, the analytical criterion becomes merely a heuristic. Similaritybased CBR can be called upon to supplement the heuristic; a similarity metric chooses which source is best among those that pass the analytical criterion. The analytical criterion helps guide the metric toward relevant features to match on. Aside from improved analogical judgements, the combination of analytical and similarity-based CBR supports efficient case retrieval. The method of combination is described in the context of a partially implemented system for pronouncing surnames.... |
| File Format | |
| Language | English |
| Publisher Date | 1988-01-01 |
| Publisher Institution | In Proceedings, 2nd Case-Based Reasoning Workshop |
| Access Restriction | Open |
| Subject Keyword | Partial Theory Similarity Metric Chooses Analytical Cbr Source Problem Correct Domain Theory Analogical Judgement Unsound Analogy Similarity-based Cbr Implemented System Analytical Criterion Source Solution Efficient Case Retrieval Relevant Feature |
| Content Type | Text |
| Resource Type | Article |
