|Títol||Using introspective reasoning to improve CBR system performance|
|Publication Type||Book Chapter|
|Year of Publication||2011|
|Authors||Arcos JLluis, Mulayim O, Leake D|
|Editor||Cox M.T, Raja A.|
|Book Title||Metareasoning: Thinking about Thinking|
When AI technologies are applied to real-world problems, it is often difficult for developers to anticipate all possible eventualities. Especially in long-lived systems, changing circumstances may require changes not only to domain knowledge but also to the reasoning process which brings it to bear. This requires introspective reasoning, metareasoning by a system about its own internal reasoning processes. This chapter investigates applying introspective reasoning to improve the performance of a case-based reasoning system, by guiding learning to improve how a case-based reasoning system applies its cases.
- Quant a IIIA