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Reseach Article

Different Approaches of Mining Web Navigation Pattern: Survey

Published on May 2013 by Suchita A. Chavan
International Conference on Recent Trends in Engineering and Technology 2013
Foundation of Computer Science USA
ICRTET - Number 5
May 2013
Authors: Suchita A. Chavan
9e5bd0cb-bded-4bfa-ac23-26fbfaa96a88

Suchita A. Chavan . Different Approaches of Mining Web Navigation Pattern: Survey. International Conference on Recent Trends in Engineering and Technology 2013. ICRTET, 5 (May 2013), 18-21.

@article{
author = { Suchita A. Chavan },
title = { Different Approaches of Mining Web Navigation Pattern: Survey },
journal = { International Conference on Recent Trends in Engineering and Technology 2013 },
issue_date = { May 2013 },
volume = { ICRTET },
number = { 5 },
month = { May },
year = { 2013 },
issn = 0975-8887,
pages = { 18-21 },
numpages = 4,
url = { /proceedings/icrtet/number5/11793-1358/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 International Conference on Recent Trends in Engineering and Technology 2013
%A Suchita A. Chavan
%T Different Approaches of Mining Web Navigation Pattern: Survey
%J International Conference on Recent Trends in Engineering and Technology 2013
%@ 0975-8887
%V ICRTET
%N 5
%P 18-21
%D 2013
%I International Journal of Computer Applications
Abstract

Understanding the navigational behavior of website visitors is a significant factor of success in the emerging business models of electronic commerce and even mobile commerce. In this paper, we describe the different approaches of mining web navigation pattern.

References
  1. Ezeife, C. I. , & Lu, Y. (2005). Mining Web log sequential patterns with position coded pre-order linked WAP-tree. Data Mining and Knowledge Discovery, 10,5–38.
  2. Facca, F. M. , & Lanzi, P. L. (2005). Mining interesting knowledge from Weblogs: A survey. Data and Knowledge Engineering, 53, 225–241.
  3. Lee, Y. -S. , & Yen, S. -J. (2007). Incremental and interactive mining of Web traversal patterns. Information Sciences, 178(2), 278–306.
  4. Li, H. -F. , Lee, S. -Y. , & Shan, M. -K. (2006). DSM-PLW: Single-pass mining of path traversal patterns over streaming Web click-sequences. Computer Networks, 50,1474–1487.
  5. Pei, J. , Han, J. , Mortazavi-Asl, B. , Wang, J. , Pinto, H. , Chen, Q. , et al. (2004). Mining sequential patterns by pattern-growth: The prefixspan approach. IEEE Transactions on Knowledge and Data Engineering, 16(10), 1–17.
  6. Tseng, V. -S. , & Lin, K. -W. (2006). Efficient mining and prediction of user behavior patterns in mobile Web systems. Information and Software Technology, 48,357–369.
  7. Wang, J. , Han, J. , & Li, C. (2007). Frequent closed sequence mining without candidate maintenance. IEEE Transactions on Knowledge and Data Engineering, 19(8), 1042–1056.
  8. Xing, D. , & Shen, J. (2004). Efficient data mining for Web navigation patterns. Information and Software Technology, 46, 55–63.
  9. Yan, X. , Han, J. , & Afshar, R. (2003). CloSpan: Mining closed sequential patterns in large datasets. In Third SIAM international conference on data mining (SDM), SanFrancisco. CA (pp. 166–177).
  10. Yen, S. -J. , & Chen, A. L. P. (2001). A graph-based approach for discovering various types of association rules. IEEE Transactions on Knowledge and Data Engineering, 13(5), 839–845.
  11. J. Pei, J. Han, B. Mortazavi-asl, H. Zhu, Mining access patterns efficiently from web logs, in: Pacific-Asia Conference on Knowledge Discovery and Data Mining, 2000, pp. 396–407.
  12. X. Huang, N. Cercone, A. An, Comparison of interestingness functions for learning web usage patterns, in:Proceedings of the Eleventh International Conference on Information and Knowledge Management, ACM Press,2002, pp. 617–620.
  13. B. Mortazavi-Asl, Discovering and mining user web-page traversal patterns, Master_s thesis, Simon Fraser University, 2001
  14. E. S. Nan Niu, M. El-Ramly, Understanding web usage for dynamic web-site adaptation: A case study, in: Proceedings of the Fourth International Workshop on Web Site Evolution (WSE_02), IEEE, 2002, pp. 53–64.
Index Terms

Computer Science
Information Sciences

Keywords

Wap Ptg tsp