Title :
Retrieval in case-based reasoning: using semantic representation to cluster cases
Author :
Wall, Rajendra S.
Author_Institution :
Texas Instrum. Inc., Dallas, TX, USA
Abstract :
Reasoning from previous experience, or case-based reasoning, has been used in numerous domains. The basic metaphor for case-based reasoning is one of analogical reasoning. The author presents a semantic representation structure based on NIKL to capture the analogic reasoning metaphor behind case-based reasoning. This provides numerous benefits, including conceptual organization and explanation support. This approach was implemented in a military command and control tactical planning environment. Its advantages and disadvantages are presented
Keywords :
command and control systems; explanation; knowledge representation; NIKL; analogical reasoning; case-based reasoning; cluster cases; conceptual organization; explanation support; military command; previous experience; semantic representation structure; tactical planning environment; Command and control systems; Computer aided software engineering; Decision making; Filters; Lattices; Military computing; Tail; Uncertainty;
Conference_Titel :
Artificial Intelligence Applications, 1989. Proceedings., Fifth Conference on
Conference_Location :
Miami, FL
Print_ISBN :
0-8186-1902-3
DOI :
10.1109/CAIA.1989.49152
