A fuzzy ontology and its application to news summarization

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Volumn 35, Issue 5, 2005, Pages 859-880

  Lee, Chang Shing ^a   Jian, Zhi Wei ^b   Huang, Lin Kai ^a  

^a CHANG JUNG CHRISTIAN UNIVERSITY   (Taiwan)

^b NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

Author keywords

Chinese natural language processing; Fuzzy inference; News agent; News summarization; Ontology

Indexed keywords

ALGORITHMS; INFERENCE ENGINES; KNOWLEDGE ACQUISITION; NATURAL LANGUAGE PROCESSING SYSTEMS;

CHINESE NATURAL LANGUAGE PROCESSING; FUZZY INFERENCE MECHANISM; FUZZY ONTOLOGY; NEWS AGENT; NEWS SUMMARIZATION;

FUZZY SETS;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; DOCUMENTATION; FACTUAL DATABASE; FUZZY LOGIC; INFORMATION RETRIEVAL; LINGUISTICS; METHODOLOGY; NATURAL LANGUAGE PROCESSING; PUBLICATION;

ABSTRACTING AND INDEXING; ALGORITHMS; ARTIFICIAL INTELLIGENCE; DATABASES, FACTUAL; DOCUMENTATION; FUZZY LOGIC; INFORMATION STORAGE AND RETRIEVAL; NATURAL LANGUAGE PROCESSING; NEWSPAPERS; PATTERN RECOGNITION, AUTOMATED; VOCABULARY, CONTROLLED;

EID: 26844551650     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCB.2005.845032     Document Type: Article

References (20)

1. H. Alani, S. Kim, D. E. Millard, M. J. Weal, W. Hall, P. H. Lewis, and N. R. Shadbolt, "Automatic ontology-based knowledge extraction from web documents," IEEE Intell. Syst., vol. 18, no. 1, pp. 14-21, Jan./ Feb. 2003.
2. T. H. Cormen, C. E. Leiserson, and R. L. Rivest, Introduction to Algorithms. New York: McGraw-Hill, 1999.
3. D. W. Embley, D. M. Campbell, R. D. Smith, and S. W. Liddle, "Ontology-based extraction and structuring of information from data-rich unstructured documents," in Proc. ACM Conf. Inf. Knowledge Manage., 1998, pp. 52-59.
4. N. Guarino, C. Masolo, and G. Vetere, "OntoSeek: Content-based access to the web," IEEE Intell. Syst., vol. 14, no. 3, pp. 70-80, May/Jun. 1999.
5. H. V. Halteren, "New feature sets for summarization by sentence extraction," IEEE Intell. Syst., vol. 18, no. 4, pp. 34-42, Jul./ Aug. 2003.
6. S. Handschuh, S. Staab, and F. Ciravegna, "S-CREAM-semi-automatic CREAtion of metadata," in Proc. 13th Int. Conf. Knowledge Eng. Manage., 2002, pp. 358-372.
7. Y. H. Kuo, J. P. Hsu, and C. H. Wang, "A parallel fuzzy inference model with distributed prediction scheme for reinforcement learning," IEEE Trans. Syst., Man, Cybern. B, vol. 28, no. 2, pp. 160-172, Apr. 1998.
8. C. S. Lee, Y. J. Chen, and Z. W. Jian, "Ontology-based fuzzy event extraction agent for chinese e-news summarization," Expert Systems With Applications, vol. 25, no. 3, pp. 431-447, 2003.
9. W. Lam and K. S. Ho, "FIDS: An intelligent financial web news articles digest system," IEEE Trans. Syst., Man, Cybern. A, vol. 31, no. 6, pp. 753-762. Nov. 2001.
10. C. T. Lin and C. S. G. Lee, "Neural-network-based fuzzy logic control and decision system," IEEE Trans. Comput., vol. 40, pp. 1320-1336, Dec. 1991.
11. N. Lammad and E. Metals, "Building and maintaining ontologies: A set of algorithm," Data Knowledge Eng., vol. 48, pp. 155-176, 2004.
12. I. Mani, "Recent developments in text summarization," in Proc. CIKM, 2001, pp. 529-531.
13. K. R. McKeown, R. Barzilay, D. Evans, V. Hatzivassiloglou, M. Y. Kan, B. Schiffman, and S. Teufel, "Columbia multi-document summarization: Approach and evaluation," in Proc. DUC Conf. Text Summarization, 2001.
14. R. Navigli and P. Velardi, "Ontology learning and its application to automated terminology translation," IEEE Intell. Syst., vol. 18, no. 1, pp. 22-31, Jan./Feb. 2003.
15. E. Riloff, "An empirical study of automated dictionary construction for information extraction in three domains," Artificial Intell., vol. 85, no. 1-2, pp. 101-134, Aug. 1996.
16. V. W. Soo and C. Y. Lin, "Ontology-based information retrieval in a multi-agent system for digital library," in Proc. 6th Conf. Artificial Intell. Applicat., 2001, pp. 241-246.
17. M. Vargas-Vera, E. Motta, J. Domingue, M. Lanzoni, A. Stutt, and F. Ciravegna, "MnM: Ontology driven semi-automatic and automatic support for semantic markup," in Proc. 13th Int. Conf. Knowledge Eng. Manage., 2002, pp. 379-391.
18. H. J. Zimmermann, Fuzzy Set Theory and its Applications. Boston, MA: Kluwer, 1991.
19. (2003) Chinese Knowledge Information Processing Group. Academic Sinica, Taipei, Taiwan, R.O.C. [Online]. Available: http://godel.iis.sinica. edu.tw/CKIP/
20. "Chinese Electronic Dictionary, Technical Report," Academia Sinica, Taipei, Taiwan, R.O.C., no. 93-05, 1993.