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政大典藏 > College of Informatics > Department of Computer Science > Periodical Articles > Item 140.119/69132

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/69132

Title:	Prediction of Web Page Accesses by Proxy Server Log
Authors:	陳良弼 Wu,Yi-Hung;Chen,Arbee L. P.
Contributors:	資科系
Keywords:	WWW;data mining;user behavior;prediction;suffix tree;proxy server log
Date:	2002
Issue Date:	2014-08-21 14:54:17 (UTC+8)
Abstract:	As the population of web users grows, the variety of user behaviors on accessing information also grows, which has a great impact on the network utilization. Recently, many efforts have been made to analyze user behaviors on the WWW. In this paper, we represent user behaviors by sequences of consecutive web page accesses, derived from the access log of a proxy server. Moreover, the frequent sequences are discovered and organized as an index. Based on the index, we propose a scheme for predicting user requests and a proxy-based framework for prefetching web pages. We perform experiments on real data. The results show that our approach makes the predictions with a high degree of accuracy with little overhead. In the experiments, the best hit ratio of the prediction achieves 75.69%, while the longest time to make a prediction only requires 2.3 ms.
Relation:	World Wide Web,5(1),67-88
Data Type:	article
Appears in Collections:	[Department of Computer Science ] Periodical Articles

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