AntTree: Web document clustering using artificial ants

Frontiers in Artificial Intelligence and Applications

Volumn 110, Issue , 2004, Pages 480-484

  Hanene, Azzag ^a   Guinot, Christiane ^b   Venturini, Gilles ^a  

^a Ecole Polytechnique de Tours   (France)

^b CERIES   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLUSTERING ALGORITHMS;

ARTIFICIAL ANT; AUTOMATIC GENERATION; HIER-ARCHICAL CLUSTERING; HIERARCHICAL CLUSTERING; SELF-ASSEMBLING; WEB DOCUMENT CLUSTERING; WEB-PAGE;

WEBSITES;

EID: 85017372320     PISSN: 09226389     EISSN: 18798314     Source Type: Book Series    
DOI: None     Document Type: Conference Paper

References (16)

1. Shin Ando and Hitoshi Iba, 'Ant algorithm for construction of evolutionary tree', in GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, ed., W. B. Langdon, p. 131, New York, (9-13 July 2002). Morgan Kaufmann Publishers.
2. L. Bianchi, L. M. Gambardella, and M. Dorigo, 'An ant colony optimization approach to the probabilistic traveling salesman problem', in Proceedings of PPSN-VII, Seventh International Conference on Parallel Problem Solving from Nature, Lecture Notes in Computer Science. Springer Verlag, Berlin, Germany, (2002).
3. D. Filo and J. Yang. Yahoo!, 1997.
4. S. Goss and J.-L. Deneubourg, 'Harvesting by a group of robots', in Proceedings of the First European Conference on Artificial Life, ed., Varela, pp. 195-204, Paris, France, (1991). Toward a Practice of Autonomous Systems.
5. K. Hosokawa, T. Fujii, H. Kaetsu, H. Asama, and I. Endo Y. Kuroda, 'Self-organizing collective robots with morphogenesis in a vertical plane', in proc. of 1998 IEEE int conf Robotics and automation, 2858- 2863, (1998).
6. A. K. Jain, M. N. Murty, and P. J. Flynn, 'Data clustering: A review', ACM Computing Surveys, 31(3), 264-323, (1999).
7. R. Kumar, P. Raghavan, S. Rajagopalan, and A. Tomkins, 'On semiautomated web taxonomy construction', in WebDB, Santa Barbara, (May 2001).
8. P. Kuntz, D. Snyers, and P. Layzell, 'A stochastic heuristic for visualising graph clusters in a bi-dimensional space prior to partitioning', Journal of Heuritics, 5(3), (October 1999).
9. A. Lioni, C. Sauwens, G. Theraulaz, and J.-L. Deneubourg, 'The dynamics of chain formation in oecophylla longinoda', Journal of Insect Behavior, 14, 679-696, (2001).
10. E.D. Lumer and B. Faieta, 'Diversity and adaptation in populations of clustering ants', in Proceedings of the Third International Conference on Simulation of Adaptive Behaviour, pp. 501-508, (1994).
11. Andrew K. McCallum, Kamal Nigam, Jason Rennie, and Kristie Seymore, 'Automating the construction of internet portals with machine learning', Information Retrieval, 3(2), 127-163, (2000).
12. N. Monmarché, 'On data clustering with artificial ants', in AAAI-99 & GECCO-99 Workshop on Data Mining with Evolutionary Algorithms: Research Directions, ed., A.A. Freitas, pp. 23-26, Orlando, Florida, (July 18 1999).
13. O. Roux and C. Fonlupt, 'Ant programming: Or how to use ants for automatic programming', From Ant Colonies to Artificial Ants: 2nd International Workshop on Ant Colony Optimization, (2000).
14. Gerard Salton and Christopher Buckley, 'Term weighting approaches in automatic text retrieval', in information processing and management, volume 25, pp. 513-523, (1988).
15. Mark Sanderson and W. Bruce Croft, 'Deriving concept hierarchies from text', in Research and Development in Information Retrieval, pp. 206-213, (1999).
16. G. Theraulaz, E. Bonabeau, C. Sauwens, J.-L. Deneubourg, A. Lioni, F. Libert, L. Passera, and R.-V. Sol, 'Model of droplet formation and dynamics in the argentine ant (linepithema humile mayr)', Bulletin of Mathematical Biology, (2001).