Filtering multilingual web content using fuzzy logic and self-organizing maps

Neural Computing and Applications

Volumn 13, Issue 2, 2004, Pages 140-148

  Chau, Rowena ^a   Yeh, Chung Hsing ^a  

^a MONASH UNIVERSITY   (Australia)

Author keywords

Fuzzy logic; Information filtering; Multilingual; Self organising maps; Web content mining

Indexed keywords

COMPUTER PROGRAMMING LANGUAGES; ENCAPSULATION; FILTRATION; INFORMATION ANALYSIS; MAPS; SCREENING; SELF ORGANIZING MAPS; SEMANTICS; TEXT PROCESSING; WORLD WIDE WEB;

MULTILINGUAL INFORMATION FILTERING; WEB-CONTENT MINING;

FUZZY SETS;

EID: 3142696987     PISSN: 09410643     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00521-004-0416-1     Document Type: Article

References (17)

1. Oard DW (1996) Adaptive vector space information filtering for monolingual and cross-language applications. PhD Thesis, University of Maryland
2. Croft WB, Broglio J, Fujii H (1996) Applications of multilingual text retrieval. In: Proceedings of the 29th annual Hawaii international conference on system sciences, vol 5, pp 98-107
3. Carbonell JG, Yang Y, Frederking RE, Brown RD, Geng Y, Lee D (1997) Translingual information retrieval: a comparative evaluation. In: Proceedings of the 15th international joint conference on artificial intelligence, pp 708-714
4. Chau R, Yeh C-H (2001) Construction of a fuzzy multilingual thesaurus and its application to cross-lingual text retrieval. In: Zhong N, Yao Y, Liu Ohsuga S (eds) Web intelligence: research and development, lecture notes in artificial intelligence. Springer, Berlin Heidelberg New York, pp 340-345
5. Chen J, Nie J-Y (2000) Parallel Web text mining for cross-language IR. In: Proceedings RIAO-2000: "content-based multimedia information access", Paris
6. Littman ML, Dumais ST, Landauf TK (1998) Automatic cross-language information retrieval using latent semantic indexing. In: Grefenstette G (ed) Cross-language information retrieval. Kluwer, Boston
7. astiani F (2002) Machine learning in automated text categorization. ACM Comput Surv 34(1): 1-47
8. Kohonen T (1995) Self-organising maps. Springer, Berlin Heidelberg New York
9. McQueern J (1967) Some methods for classification and analysis of multivariate observations. In: Proc fifth Berkeley symp on mathematical statistics and probability, pp 281-297
10. Bezdek JC (1981) Pattern recognition with fuzzy objective function algorithms. Plenum, New York
11. Zadeh LA (1965) Fuzzy sets. Inf Control 8(3):338-353
12. Kaski S, Honkela T, Lagus K, Kohonen T (1998) WEBSOM: self-organizing mags of document collections. Neurocomputing 21:101-117
13. Lee CH, Yang HC (1999) A text data mining approach using a Chinese corpus based on self-organizing map. In: Proc fourth int workshop on information retrieval with Asian language (IRAL'99), Taipei, pp 19-22
14. Lin X, Soergel D, Marchionini G (1991) A self-organizing semantic map for information retrieval. In: Proc fourteenth annual international ACM/SIGIR conf on research and development in information retrieval, pp 262-269
15. Yang CC, Chen H, Hong K (2003) Visualization of large category map for Internet browsing. Decis Support Syst 35:89-102
16. Hong Kong Government Web Site http://www.info.gov.hk/
17. Oard DW (1997) Adaptive filtering of multilingual document streams. In: The fifth RIAO conference on computer assisted information searching on the Internet