Title :
Fuzzy multilingual information filtering
Author :
Chau, Rowena ; Yeh, Chung-Hsing
Author_Institution :
Sch. of Bus. Syst., Monash Univ., Clayton, Vic., Australia
Abstract :
An emerging requirement to sift through the increasing flood of multilingual text available electronically has led to the pressing demand for effective multilingual information filtering. In this paper, a content-based approach to multilingual information filtering is proposed. This approach is capable of screening and evaluating multilingual documents based on their semantic content. As such, relevant multilingual documents are disseminated according to their corresponding themes/topics to facilitate both efficient and effective content-based information access. The objective of alleviating users´ burden of information overload is thus achieved. This approach is realized by incorporating fuzzy clustering and fuzzy inference techniques.
Keywords :
fuzzy logic; fuzzy set theory; information filters; information retrieval; pattern clustering; fuzzy clustering; fuzzy inference techniques; fuzzy multilingual information filtering; information access; information overload; multilingual document evaluation; multilingual document screening; semantic content; Australia; Explosives; Floods; Fuzzy set theory; Information filtering; Information filters; Information technology; Pressing; Vocabulary; World Wide Web;
Conference_Titel :
Fuzzy Systems, 2003. FUZZ '03. The 12th IEEE International Conference on
Print_ISBN :
0-7803-7810-5
DOI :
10.1109/FUZZ.2003.1206526