Title :
A fuzzy linguistic model for Information Filtering on the Web based on multiagent system
Author :
Chen, Yee-Ming ; Yang, Chung-Hsiung
Author_Institution :
Dept. of Ind. Eng. & Manage., Yuan Ze Univ., Jhongli
Abstract :
In this paper we present a framework, based on the fuzzy logic approaches integrated into a multiagent system, used for the realization of an information filtering system on the Web. The system is capable of filtering Web messages and analysis their design problems, according to the information needs of the customers. The fuzzy manipulating process is proposed to handle uncertainty in multiagent communication and collaboration design in Internet applications. The framework has been developed in Jade on a Pentium-based platform and the evaluation of the case of computers assembly problem.
Keywords :
Internet; fuzzy set theory; information filtering; multi-agent systems; Internet; Pentium-based platform; Web messages; fuzzy linguistic model; fuzzy logic approaches; fuzzy manipulating process; information filtering; multiagent system; Application software; Collaboration; Fuzzy logic; Fuzzy systems; Information analysis; Information filtering; Information filters; Internet; Multiagent systems; Uncertainty; Fuzzy Logic; Information filtering; Multiagent system; Product customization;
Conference_Titel :
Machine Learning and Cybernetics, 2008 International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-2095-7
Electronic_ISBN :
978-1-4244-2096-4
DOI :
10.1109/ICMLC.2008.4621065