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Journal of Experimental and Theoretical AI, Vol. 11, 1999, pp. 479-496.. A NEW APPROACH TO APPLICABLE MEMORY-
 

Summary: Journal of Experimental and Theoretical AI, Vol. 11, 1999, pp. 479-496..
A NEW APPROACH TO APPLICABLE MEMORY-
BASED REASONING.
Ketil BÝ
Dynamic Imaging AS
P.O. Box 2865
N-7002 Trondheim, Norway
Agnar Aamodt
Norwegian University of Science and Technology,
Department of Informatics
N-7034 Trondheim, Norway
Abstract
To appropriately utilize the rapidly growing amount of data and information is a big challenge for people
and organizations. Standard information retrieval methods, using sequential processing combined with
syntax-based indexing and access methods, have not been able to adequately handle this problem. We are
currently investigating a different approach, based on a combination of massive parallel processing with
case-based (memory-based) reasoning methods. Given the problems of purely syntax-based retrieval
methods, we suggest ways of incorporating general domain knowledge into memory-based reasoning. Our
approach is related to the properties of the parallel processing microchip MS160, particularly targeted at
fast information retrieval from very large data sets. Within this framework different memory-based

  

Source: Aamodt, Agnar - Department of Computer and Information Science, Norwegian University of Science and Technology

 

Collections: Computer Technologies and Information Sciences