Name
Abstract | ||
|---|---|---|
This article presents an overview and survey of current work in case-based reasoning (CBR) integrations. There has been a recent upsurge in the integration of CBR with other reasoning modalities and computing paradigms, especially rule-based reasoning (RBR) and constraint-satisfaction problem (CSP) solving. CBR integrations with model-based reasoning (MBR), genetic algorithms, and information retrieval are also discussed. This article characterizes the types of multimodal reasoning integrations where CBR can play a role, identifies the types of roles that CBR components can fulfill, and provides examples of integrated CBR systems. Past progress, current trends, and issues for future research are discussed. |
Year | DOI | Venue |
|---|---|---|
2002 | 10.1609/aimag.v23i1.1610 | AI Magazine |
Keywords | Field | DocType |
cbr integration,cbr component,model-based reasoning,current trend,case-based reasoning,current work,reasoning modality,integrated cbr system,case-based reasoning integration,rule-based reasoning,multimodal reasoning integration,case base reasoning | Modalities,Computer science,Model-based reasoning,Artificial intelligence,Case-based reasoning,Reasoning system,Genetic algorithm,Qualitative reasoning | Journal |
Volume | Issue | ISSN |
23 | 1 | 0738-4602 |
Citations | PageRank | References |
23 | 1.41 | 27 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Cynthia Marling | 1 | 23 | 1.74 |
| Mohammed Sqalli | 2 | 23 | 1.41 |
| Edwina Rissland | 3 | 53 | 3.77 |
| Hector Muñoz-Avila | 4 | 522 | 44.02 |
| David W. Aha | 5 | 4103 | 620.93 |