DocumentCode :
2083474
Title :
Learning and cooperating in information gathering
Author :
Honghui, Peng ; Zuoquan, Lin
Author_Institution :
Sch. of Math. Sci., Peking Univ., Beijing, China
fYear :
2002
fDate :
2002
Firstpage :
211
Abstract :
With the explosive increase of available resources, the Internet has become the main platform for information promulgating and communicating. There are many complicated characteristics of the Internet, so that the effectiveness and efficiency of current information retrieval systems is not satisfying. Internet information retrieval is one of the most active areas of computer science. Software agents have been investigated widely in recent years and agent technology has been applied in some intelligent systems. We introduce a distributed cooperative information retrieval multi-agent system, ICMAS. The system learns to understand user´s information demand accurately through interactions with the user. The learning agent can improve the system´s ability by acquiring new knowledge and sharing knowledge with other individuals.
Keywords :
Internet; information resources; information retrieval; learning (artificial intelligence); multi-agent systems; search engines; user interfaces; ICMAS; Internet; distributed cooperative information retrieval; information demand; information filtering; information gathering; information resources; information retrieval systems; intelligent systems; learning; multi-agent system; search engines; software agents; user interactions; Computer science; Control systems; Explosives; Information resources; Information retrieval; Intelligent agent; Intelligent systems; Internet; Multiagent systems; Software agents;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Technology Interfaces, 2002. ITI 2002. Proceedings of the 24th International Conference on
ISSN :
1330-1012
Print_ISBN :
953-96769-5-9
Type :
conf
DOI :
10.1109/ITI.2002.1024676
Filename :
1024676
Link To Document :
بازگشت