A fuzzy Markov model approach for predicting user navigation

Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence, WI 2007

Volumn , Issue , 2007, Pages 307-311

  Ghorbani, Ali A ^a   Xu, Xiaowen ^a  

^a UNIVERSITY OF NEW BRUNSWICK   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

FORECASTING; NAVIGATION; STANDARDS;

FUZZY APPROACH; INTERNATIONAL CONFERENCES; MARKOV CHAIN MODELING; MARKOV MODELLING; NAVIGATION PATHS; STANDARD METHODS; USER NAVIGATION; WEB INTELLIGENCE; WEB USAGE MINING;

MARKOV PROCESSES;

EID: 48349125789     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WI.2007.8     Document Type: Conference Paper

References (8)

1. Gyenesei, A., A Fuzzy Approach for Mining Quantitative Association Rules, Turku Centre for Computer Science, TUCS Technical Reports, Turku, Finland, no. 336, March 2000.
2. Hallam-Baker, P., and Behlendorf, B., Extended Log File Format, http://www.w3.org/TRAVD-logfile.html, ver. WD-logfile-960323.
3. Kilfoil, M., Ghorbani, A., Xing, W., Lei, Z., Lu, J., Zhang, J., Xu, X., Toward an Adaptive Web: The State of the Art and Science, The 1st Annual Conference on Communication Networks and Services Research, pages 119-130, 2003.
4. Mobasher, B., Cooley, R., and Srivastava, J., Automatic Personalization Based on Web Usage Mining, Communications of the ACM, vol. 43, no. 8, pages 142 - 151, August 2000.
5. Sarukkai, R., Link Prediction and Path Analysis Using Markov Chains, Computer Networks, vol. 33, no. 1-6, pages 377-386, 2000.
6. Srikant, R. and Agrawal, R., Mining quantitative association rules in large relation tables, In Proceedings of the 1996 ACM SIGMOD, pages 1 - 12, 1996.
7. Witten, I. H., and Frank, E., Data Mining, Morgan Kaufmann Publishers, 2000.
8. Zhu, J., Hong, J., and Hughes, J., Using Markov Chains for Link Prediction in Adaptive Web Sites, Soft-Ware 2002, LNCS 2311, pages 60 - 73, 2002.