Name
Abstract | ||
|---|---|---|
The basic principle underpinning case-based reasoning (CBR) is that new problems can be solved by reusing solutions to past problems. The generality of this idea means that CBR is finding application in a wide variety of areas. The special advantage of CBR is that a case can be a very convenient means of capturing knowledge, especially in weak theory domains where the relationship between causes and effects may not be well understood. Cases may embody more than problem-solving knowledge; the knowledge in a case may be a creative structure or a complex behavior pattern. The widespread applicability of this idea means that it has been exploited in a diverse range of areas across the arts and sciences. This article provides a brief summary of some of these applications. |
Year | DOI | Venue |
|---|---|---|
2005 | 10.1017/S0269888906000658 | Knowledge Eng. Review |
Keywords | Field | DocType |
problem-solving knowledge,basic principle,creative structure,diverse range,complex behavior pattern,case-based reasoning,new problem,convenient mean,past problem,brief summary,emergent case-based reasoning application,rule based,human performance,instance based learning,computer music,case base reasoning,artificial intelligence,case based reasoning | Behavioral pattern,Computer science,Reuse,Model-based reasoning,Knowledge management,Case-based reasoning,Underpinning,Management science,Generality | Journal |
Volume | Issue | ISSN |
20 | 3 | 0269-8889 |
Citations | PageRank | References |
5 | 0.47 | 8 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Ramon Lopez de Mantaras | 1 | 706 | 52.40 |
| Pádraig Cunningham | 2 | 3086 | 218.37 |
| Petra Perner | 3 | 1466 | 168.32 |