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http://dx.doi.org/10.5762/KAIS.2014.15.11.6856

Adaptive Web Search based on User Web Log  

Yoon, Taebok (Dept. of Computer Software, Seoil University)
Lee, Jee-Hyong (Dept. of Computer Engineering, Sungkyunkwan University)
Publication Information
Journal of the Korea Academia-Industrial cooperation Society / v.15, no.11, 2014 , pp. 6856-6862 More about this Journal
Abstract
Web usage mining is a method to extract meaningful patterns based on the web users' log data. Most existing patterns of web usage mining, however, do not consider the users' diverse inclination but create general models. Web users' keywords can have a variety of meanings regarding their tendency and background knowledge. This study evaluated the extraction web-user's pattern after collecting and analyzing the web usage information on the users' keywords of interest. Web-user's pattern can supply a web page network with various inclination information based on the users' keywords of interest. In addition, the Web-user's pattern can be used to recommend the most appropriate web pages and the suggested method of this experiment was confirmed to be useful.
Keywords
Web Mining; User Modeling; Pattern extraction;
Citations & Related Records
Times Cited By KSCI : 3  (Citation Analysis)
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1 Robert Cooley, Bamshad Mobasher, Jaideep Srivastava, "Web mining: information and pattern discovery on the World Wide Web", Ninth IEEE International Conference on Tools with Artificial Intelligence, pp.558-567, 1997. DOI: http://dx.doi.org/10.1109/TAI.1997.632303
2 Jaideep Srivastava, Robert Cooley, Mukund Deshpande, Pang-Ning Tan, "Web usage mining: discovery and applications of usage patterns from Web data", ACM SIGKDD Explorations Newsletter, Vol. 1, No. 2, pp.12-23, 2000. DOI: http://dx.doi.org/10.1145/846183.846188   DOI
3 Chang H. Joh, Theo A. Arentze, Harry J. P. Timmermans, "A position-sensitive sequence alignment method illustrated for space-time activity-diary data," Environment and Planning A 2001, vol. 33, pages 313-338, 2001. DOI: http://dx.doi.org/10.1068/a3323
4 Birgit Hay, Geert Wets, Koen Vanhoof, "Clustering navigation patterns on a website using a Sequence Alignment Method," Proc. Intelligent Techniques for Web Personalization: 17th Int. Joint Conf. Artificial Intelligence, 2000.
5 M. M. Sufyan Beg, Nesar Ahmad, "Web search enhancement by mining user actions," Information Sciences, vol. 177, pp.5203-5218, 2007. DOI: http://dx.doi.org/10.1016/j.ins.2006.06.011   DOI   ScienceOn
6 Ryen W. White, Steven M. Drucker, "Investigating Behavioral Variability in Web Search," The International World Wide Web Conference 2007.
7 C.-K. Park, H.-S. Park, Y.-S. Hong, "Traffic Safety System based on WEB", The Journal of The Institute of Internet, Broadcasting and Communication (IIBC), Vol. 14, No. 3, pp.81-88, Jun. 2014.
8 K. Kim, D. Nam, "Web Service for Traffic Information Using Focus+Context Visualization Technique", The Journal of The Institute of Internet, Broadcasting and Communication (IIBC), Vol. 14, No. 2, pp.101-106, Apr. 2014.
9 M.-J. Lim, M.-G. Kim, K.-Y. Lee, "WPAN Based Semantic-Web Health Monitoring", The Journal of The Institute of Internet, Broadcasting and Communication, Vol. 13, No. 6, Dec. 2013.