DocumentCode :
1156003
Title :
Getting agents to help with the research
Author :
Syiam, Mostafa M. ; Kelash, Hamdy M. ; Berbar, Mohammed A. ; Radad, Marwa A. ; Faheem, Hossam M.
Author_Institution :
Fac. of Comput. & Inf. Sci., Ain Shams Univ., Cairo, Egypt
Volume :
24
Issue :
3
fYear :
2005
Firstpage :
16
Lastpage :
21
Abstract :
Intelligent agents are software programs that act on behalf of human users or other systems to carry out arduous information gathering and processing tasks. Thus, an agent-oriented approach is well suited for helping "a human" to find needed information on the Internet. This article describes the design of a multi-agent system and its cooperation with existing search engines. The proposed system is set up as a middle-layer agent between the user and the search engines. This system tracks the users activity and creates a pattern using association-rule mining as a text categorization technique. Depending on how well this pattern is drawn, the system provides more reliable, accurate and well-organized results for the user than if the user goes it alone. This system is in its initial implementation phase. We believe that it is a step towards a complete multi-agent based system for searching on the Internet.
Keywords :
Internet; data mining; multi-agent systems; search engines; software agents; text analysis; Internet; association-rule mining; intelligent agents; middle-layer agent; multiagent system; search engines; software program; text categorization technique; Association rules; Cleaning; Data mining; Decision trees; Drugs; Information retrieval; Internet; Monitoring; Search engines; Uniform resource locators;
fLanguage :
English
Journal_Title :
Potentials, IEEE
Publisher :
ieee
ISSN :
0278-6648
Type :
jour
DOI :
10.1109/MP.2005.1502500
Filename :
1502500
Link To Document :
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