Adaptive hyperlinks using page access sequences and minimum spanning trees
作者： Pawan Lingras , Rucha Lingras , None
DOI: 10.1109/FUZZY.2007.4295422
关键词:
摘要: Researchers have modelled existing hyperlink structure using graph theory. Such theoretical models been useful for efficient Web navigation, especially designing crawlers and search engines. This paper describes how sequence analysis of page accesses can be used to create weighted directed graphs. The information contained in such graphs improve the surfing experience. proposes a concept neighbourhood after systems rough sets evaluate effectiveness navigation provided by given usage data. Furthermore, modification minimum spanning tree algorithm is that provides optimal navigation.
sci-hub.se 参考文章(12)
M. Baglioni, U. Ferrara, A. Romei, S. Ruggieri, F. Turini, Preprocessing and mining web log data for web personalization congress of the italian association for artificial intelligence. pp. 237- 249 ,(2003) , 10.1007/978-3-540-39853-0_20
Robert Armstrong, Dayne Freitag, Thorsten Joachims, Tom Mitchell, WebWatcher : A Learning Apprentice for the World Wide Web national conference on artificial intelligence. ,(1995) , 10.21236/ADA640219
Bamshad Mobasher, Honghua Dai, A Road Map to More Effective Web Personalization: Integrating Domain Knowledge with Web Usage Mining. international conference on internet computing. pp. 58- 64 ,(2003)
István Vajk, Renáta Iváncsy, Frequent Pattern Mining in Web Log Data ,(2006)
Oren Etzioni, Mike Perkowitz, Adaptive Web Sites: Conceptual Cluster Mining international joint conference on artificial intelligence. pp. 264- 269 ,(1999)
Igor Cadez, David Heckerman, Christopher Meek, Padhraic Smyth, Steven White, Model-Based Clustering and Visualization of Navigation Patterns on a Web Site Data Mining and Knowledge Discovery. ,vol. 7, pp. 399- 424 ,(2003) , 10.1023/A:1024992613384
Tsau Young Lin, Neighborhood systems: mathematical models of information granulations systems, man and cybernetics. ,vol. 4, pp. 3188- 3193 ,(2003) , 10.1109/ICSMC.2003.1244381
Mário J. Silva, Paulo Batista, Mining Web Access Logs of an On-line Newspaper 2nd International Conference on Adaptive Hypermedia and Adaptive Web Based Systems, Workshop on Recommendation and Personalization in E-Commerce. ,(2002)
Harold N. Gabow, Zvi Galil, Thomas Spencer, Robert E. Tarjan, Efficient algorithms for finding minimum spanning trees in undirected and directed graphs Combinatorica. ,vol. 6, pp. 109- 122 ,(1986) , 10.1007/BF02579168
Raymond Kosala, Hendrik Blockeel, Web mining research: a survey Sigkdd Explorations. ,vol. 2, pp. 1- 15 ,(2000) , 10.1145/360402.360406