The World-Wide Web: quagmire or gold mine?
Communications of the ACM
Automatic personalization based on Web usage mining
Communications of the ACM
Link prediction and path analysis using Markov chains
Proceedings of the 9th international World Wide Web conference on Computer networks : the international journal of computer and telecommunications netowrking
ACM SIGKDD Explorations Newsletter
ACM Computing Surveys (CSUR)
Web usage mining: discovery and applications of usage patterns from Web data
ACM SIGKDD Explorations Newsletter
Web Mining: Information and Pattern Discovery on the World Wide Web
ICTAI '97 Proceedings of the 9th International Conference on Tools with Artificial Intelligence
Modelling and Predicting Web Page Accesses Using Markov Processes
DEXA '03 Proceedings of the 14th International Workshop on Database and Expert Systems Applications
ICCIMA '03 Proceedings of the 5th International Conference on Computational Intelligence and Multimedia Applications
Evaluating the markov assumption for web usage mining
WIDM '03 Proceedings of the 5th ACM international workshop on Web information and data management
Advanced Data Preprocessing for Intersites Web Usage Mining
IEEE Intelligent Systems
Mining interesting knowledge from weblogs: a survey
Data & Knowledge Engineering
Web prefetching performance metrics: a survey
Performance Evaluation
Current trends in web data analysis
Communications of the ACM - Entertainment networking
Validation and interpretation of Web users' sessions clusters
Information Processing and Management: an International Journal
Mining longest repeating subsequences to predict world wide web surfing
USITS'99 Proceedings of the 2nd conference on USENIX Symposium on Internet Technologies and Systems - Volume 2
Web usage mining with intentional browsing data
Expert Systems with Applications: An International Journal
Rough Set Based Feature Selection for Web Usage Mining
ICCIMA '07 Proceedings of the International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2007) - Volume 01
Expert Systems with Applications: An International Journal
Detection of HTTP-GET attack with clustering and information theoretic measurements
FPS'12 Proceedings of the 5th international conference on Foundations and Practice of Security
Hi-index | 12.05 |
Internet has developed in a rapid way in the recent 10 years,and the information of web site has also been increasing fast. Predicting web user's behavior becomes a crucial issue following the purposes like increasing the user's browsing speed efficiently, decreasing the user's latency as well as possible and reducing the loading of web server. In this paper, we propose an efficient prediction model, two-level prediction model (TLPM), using a novel aspect of natural hierarchical property from web log data. TLPM can decrease the size of candidate set of web pages and increase the speed of predicting with adequate accuracy. The experiment results prove that TLPM can highly enhance the performance of prediction when the number of web pages is increasing.