article·2014-08-04

Integration of case–based reasoning with object–oriented database management systems for efficient management of large case bases

Narendar Ramarapu, Mahesh S. Raisinghani, Mark Frolic, Suresh S. Prabhu

Abstract

Case–based reasoning (CBR) is an AI–based technology that offers a novel problem–solving approach that relies on past situations. The basic cycle of CBR System is 'input a problem, find a relevant old situation, adapt it.' It is a rich and knowledge–intensive method that captures past experiences, enhances existing problem–solving methods, and improves the overall learning capabilities. It is also a paradigm that addresses issues of memory, learning, planning and problem–solving. It is therefore both a problem solving approach and a cognitive model of the way in which people learn and remember.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: AI-based Problem Solving and Planning

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References

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