| 한글제목(Korean Title) |
분산 시스템에서 지식 발견을 위한 퍼지 통합 에이전트 설계 |
| 영문제목(English Title) |
Design of a Fuzzy Integrator Agent for Knowledge Discovery in a Distributed Environment |
| 저자(Author) |
바비 제라도
이재완
Bobby D. Gerardo
Jaewan Lee
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| 원문수록처(Citation) |
VOL 06 NO. 02 PP. 0349 ~ 0352 (2005. 11) |
한글내용
(Korean Abstract) |
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영문내용
(English Abstract) |
In this study, we will design and employ facilitator and integrator agents to be utilized in the data mining in a distributed environment. Specifically, we will use an integrator agent for data search and extraction for knowledge discovery purposes. The integrator agent was developed based on CORBA architecture for search and extraction of data in the distributed environment. An algorithm is derived from a combination of the non-supervised fuzzy clustering and apriori algorithms to optimize the system performance. We have noted an improved performance using the proposed model. Moreover, association rules with respect to the proposed models have been generated based on the clusters obtained.
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| 키워드(Keyword) |
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| 파일첨부 |
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