This paper presents an overview of a distributed data mining system developed according to two approaches; 1) distributed data modeling and 2) distributed decision making. A communication mechanism between multi-agents was established in the system, in order to achieve two approaches to deal with information processing in a distributed way. An algorithm for each approach has been modified from the original forms of decision tree building/ making algorithms so that it can work under multi-agents computing environments as well as single computing environments. This system is evaluated over a test bed of US census bureau statistical data set collected in the 1990s. For a comparison of the distributed analysis version with the single version with respect to analysis results, the data set was disjoined into two-four different databases which were deployed in different local sites. © 2010 Springer-Verlag.
CITATION STYLE
Kim, S. G., Woo, K. D., Bala, J., & Baik, S. W. (2010). Distributed data mining system based on multi-agent communication mechanism. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 6071 LNAI, pp. 100–109). https://doi.org/10.1007/978-3-642-13541-5_11
Mendeley helps you to discover research relevant for your work.