DocumentCode
350028
Title
DASS: a discovery agent supporting system
Author
Gouda, Karam A. ; Cheng, Jingde ; Ushijima, Kazuo
Author_Institution
Dept. of Comput. Sci. & Commun. Eng., Kyushu Univ., Fukuoka, Japan
Volume
5
fYear
1999
fDate
1999
Firstpage
894
Abstract
A discovery agent, which may be a human or a computing system to conduct and perform knowledge discovery from scientific data or from databases, makes extensive use of domain knowledge in order to increase the efficiency and effectiveness of the discovery process. This knowledge accumulates and becomes huge with the lapse of time or with the evolution of the discovery process. This huge amount of domain knowledge makes it difficult for the automatic or even human discovery agent to effectively use it and retrieve the relevant entities. It thus creates an urgent need to develop a supporting system addressing this issue. In this respect, we propose a supporting system named DASS (Discovery Agent Supporting System). DASS supports the discovery agent in finding the relevant entities of knowledge from its own domain knowledge base and probably from other knowledge based systems relevant to the field and available online. We give an outline of the architecture of DASS
Keywords
data mining; inference mechanisms; information retrieval; knowledge based systems; very large databases; DASS; databases; discovery agent supporting system; discovery process; domain knowledge; domain knowledge base; human discovery agent; knowledge based systems; knowledge discovery; scientific data; supporting system; Automation; Computer science; Control systems; Data engineering; Databases; Humans; Intelligent agent; Intelligent systems; Knowledge based systems; Knowledge engineering;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
Conference_Location
Tokyo
ISSN
1062-922X
Print_ISBN
0-7803-5731-0
Type
conf
DOI
10.1109/ICSMC.1999.815672
Filename
815672
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