Los Angeles, CA
March 31, 2009 to April 2, 2009
Considering the deficiencies of current website in adaptive ability, especially the lack of analysis to its own site topology, this paper, from the user's view, combines web log mining with site topology analysis to present the concept of landmark coefficient to measure the significance of website nodes. Subsequently, the process for designing adaptive website is proposed based on landmark coefficient. Then the adaptive strategies for website are presented including intelligent recommendation (such as highlight and dynamic map) and buffering for pre-fetching. Finally, this paper sets up a prototype system for experimental analysis after adopting adaptive strategies. The results show that the implementation of adaptive strategies can improve the users visiting efficiency with shorter length of affair path and less visiting times to meddle nodes.
Wang Hongwei, Liu Xie, "Adaptive Site Design Based on Web Mining and Topology", CSIE, 2009, 2009 WRI World Congress on Computer Science and Information Engineering, CSIE, 2009 WRI World Congress on Computer Science and Information Engineering, CSIE 2009, pp. 184-189, doi:10.1109/CSIE.2009.1094