A dynamic web recommender system based on cellular learning automata

ICCET 2010 - 2010 International Conference on Computer Engineering and Technology, Proceedings

Volumn 7, Issue , 2010, Pages

  Talabeigi, Mojdeh ^a   Forsati, Rana ^b   Meybodi, Mohammad Reza ^c  

^a ISLAMIC AZAD UNIVERSITY   (Iran)

^b ISLAMIC AZAD UNIVERSITY   (Iran)

^c AMIRKABIR UNIVERSITY OF TECHNOLOGY   (Iran)

Author keywords

Asynchronous cellular learning automata; Web mining; Web recommendation

Indexed keywords

CELLULAR LEARNING AUTOMATA; DATA SETS; DYNAMIC WEB-PAGES; HELP SYSTEMS; INFORMATION NEED; INFORMATION OVERLOADS; INFORMATION RESOURCE; LARGE INFORMATION SPACES; OTHER ALGORITHMS; OVERALL QUALITY; RECOMMENDER SYSTEMS; SYSTEM USE; USER NAVIGATION; WEB MINING; WEB RECOMMENDATION SYSTEMS; WEB RECOMMENDATIONS; WEB USAGE;

INFORMATION SCIENCE; NAVIGATION; WEBSITES;

AUTOMATA THEORY;

EID: 77958073621     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCET.2010.5485733     Document Type: Conference Paper

References (23)

1. X. Fu, J. Budzik, and K.J. Hammond, "Mining navigation history for recommendation," In Intelligent User Interfaces, pp. 106-112, 2000.
2. R. Forsati, and M. R. Meybodi, "Web Page Personalization using Weighted Associative Rules", Proceedings of International Conference on Electronic Computer Conference (ICECT 2009), pp. 13-135, Macao, Feb. 20-22, 2009.
3. A.L.C. Yi-Hung Wu, Y. Chen, "Enabling personalized recommendation on the web based on user interests and behaviors," In 11th International Workshop on research Issues in Data Engineering, 2001.
4. B. Mobasher, R. Cooley, J. Srivastava, "Automatic personalization based on web usage mining," Communications of the ACM. 43 (8), pp. 142-151, 2000.
5. rd ACM Workshop on Web Information and Data Management, 2001.
6. R. Zaiane, J. Li, R. Hayward, "Mission-based navigational behavior modeling for web recommender system," 5th International Conference on Electronic Commerce and Web Technologies, 2006.
7. N. Taghipour, A. Kardan, S. Shiry, "Usage-based web recommendations: a reinforcement learning approach," Proceedings of the 1st ACM Recommender Systems Conference. 2007.
8. M. Mitchell, "Computation in cellular automata: A selected review," Technical report, Santa Fe Institute, Santa Fe, NM, USA, 1996.
9. N.H. Packard, S. Wolfram, "Two-dimensional cellular automata," Journal of Stat. Phys. 38, pp. 901-946, 1985.
10. J. Kari, "Reversibility of 2D cellular automata is undecidable," Physica D45, pp. 379-385, 1990.
11. K. S. Narendra, M. A. L. Thathachar, "Learning automata: an introduction," Prentice Hall, 1989.
12. H. Beigy, M.R. Meybodi, "A Mathematical Framework for Cellular Learning Automata," Advances on Complex Systems, Vol.7, Nos.3-4, pp. 295-320, 2004.
13. M.R. Meybodi, H. Beigy, M. Taherkhani, "Cellular learning automata and its applications," Journal of Science and Technology, No. 25, pp.5477, 2004.
14. H. Beigy, M.R. Meybodi, "Open synchronous cellular learning automata," Advances in Complex Systems, vol. 10, no. 4, pp. 1-30, 2007.
15. H. Beigy, M.R. Meybodi, "Asynchronous cellular learning automata", Automatica, Vol. 44, No. 5, 2008.
16. B. Mobasher, H. Dai, T. Luo, Y. Sun, J. Zhu, "Integrating web usage and content mining for more effective personalization," In EC-Web, pp. 165-176, 2000.
17. Z. Su, Q. Yang, Y. Lu, H. Zhang, "What next: A prediction System for Web Requests Using N-gram Sequence Models," In Proceedings of the First International Conference on Web Information Systems and Engineering Conference, 2000.
18. P.K. Chan, "A non-invasive learning approach to building web user profiles", Workshop on Web usage analysis and user profiling, 5th International Conference on Knowledge Discovery and Data Mining, San Diego, 1999.
19. S. Dumais, T. Joachims, K. Bharat, A. Weigend, "Sigir 2003 workshop report: implicit measures of user interests and preferences", ACM SIGIR Forum, 2003.
20. th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Springer-Verlag New York, Inc., Dublin, Ireland, pp. 272-281, 1994.
21. CTI DePaul web server data.
22. H. Beigy, M.R. Meybodi, "Cellular Learning Automata With Multiple Learning Automata in Each Cell and Its Applications", IEEE Transaction on Systems, Man, and Cybernetics, Part B: Cybernetics, vol. 40, no. 1, pp. 54-66, 2010.
23. R. Forsati, M.R. Meybodi, "Effective Web Page Recommendation Algorithms Based on Distributed Learning Automata and Weighted Association Rules", Journal of Expert Systems with Applications, vol. 37, no. 2, pp. 1316-1330, 2010.