Web information visualization method employing immune network model for finding topic stream from document-set sequence

New Generation Computing

Volumn 21, Issue 1, 2003, Pages 49-59

  Takama, Yasufumi ^a   Hirota, Kaoru ^b  

^a TOKYO METROPOLITAN UNIVERSITY   (Japan)

^b TOKYO INSTITUTE OF TECHNOLOGY   (Japan)

Author keywords

Chance discovery; Document clustering; Immune network model; Information visualization; Keyword extraction; Topic detection

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER SIMULATION; ONLINE SYSTEMS; PUBLISHING; SEMANTICS; WORLD WIDE WEB;

CHANCE DISCOVERY; DOCUMENT CLUSTERING; DOCUMENT SET SEQUENCE; IMMUNE NETWORK MODEL; INFORMATION VISUALIZATION; KEYWORD EXTRACTION; ONLINE NEWS ARTICLE; PLASTIC CLUSTERING METHOD; TOPIC STREAM;

INFORMATION RETRIEVAL;

EID: 0037255525     PISSN: 02883635     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF03042325     Document Type: Article

References (14)

1. Allan, J., Papka, R. and Lavrenko, V., "On-line New Event Detection and Tracking," in Proc. of 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 37-45, 1998.
2. Anderson, R. W., Neumann, A. U. and Perelson, A. S., "A Cayley Tree Immune Network Model with Antibody Dynamics," Bulletin of Mathematical Biology, 55, 6, pp. 1091-1131, 1993.
3. Lagus, K., Honkela, T., Kaski, S. and Kohonen, T., "Self-organizing Maps of Document Collection: A New Approach to Interactive Exploration," 2nd Int'l Conf. on Knowledge Discovery and Data Mining, pp. 238-243, 1996.
4. Neumann, A. U. and Weisbuch, G., "Dynamics and Topology of Idiotypic Networks," Bulletin of Mathematical Biology, 54, 5, pp. 699-726, 1992.
5. Smith, D. J., Forrest, S. and Perelson, A. S., "Immunological Memory is Associative," Int'l Workshop on the Immunity-Based Systems (IBMS'96), 1996.
6. Sumi, Y., Nishimoto, K. and Mase, K., "Facilitating Human Communication in Personalized Information Spaces," AAAI-96 Workshop on Internet-Based Information Systems, pp. 123-129, 1996.
7. Takama, Y. and Hirota, K., "Application of Immune Network Model to Keyword Set Extraction with Variety," 6th Int'l Conf. on Soft Computing (IIZUKA2000), pp. 825-830, 2000.
8. Takama, Y. and Hirota, K., "Employing Immune Network Model for Clustering with Plastic Structure," 2001 IEEE Int'l Symp. on Computational Intelligence in Robotics and Automation (CIRA2001), 178-183, 2001.
9. Takama, Y. and Hirota, K., "Finding Topic Distribution from A Sequence of Document Sets," in Proc. of 2nd Vietnam-Japan Symposium on Fuzzy Systems and Applications (VJFUZZY'2001), pp. 132-139, 2001.
10. Takama, Y. and Hirota, K., "Immune Network-based Clustering for WWW Information Gathering/Visualization," in Proc. of Japanese Joint Workshop of SIGFAI-46/KBS-J-54, pp. 61-66, 2001 (written in Japanese).
11. Takama, Y. and Hirota, K., "Proposal of Topic Stream Visualization from Sequence of WWW Document Sets," in Proc. of Workshop of Japanese Society of Artificial Intelligence, SIG-KBS-A201, pp. 111-116, 2002 (written in Japanese).
12. Takasugi, K. and Kunifuji, S., "A Thinking Support System for Idea Inspiration Using Spring Model," Journal of Japanese Society for Artificial Intelligence, 14, 3, pp. 495-503, 1999 (written in Japanese).
13. Yang, Y., Carbonell, J., Brown, R., Pierce, T., Archibald, B. and Liu, X., "Learning Approaches for Detecting and Tracking News Events," IEEE Intelligent Systems, 14, 4, pp. 32-43, 1999.
14. Zamir, O. and Etzioni, O., "Grouper: A Dynamic Clustering Interface to Web Search Results," in Proc. of 8th Int'l WWW Conference, 1999.