A similarity-aware multiagent-based web content management scheme

Authors:
Jitian Xiao;Jun Wang
Affiliations:
School of Computer and Information Science, Edith Cowan University, Mount Lawley, WA, Australia;School of Computer Science and Engineering, Wenzhou University, Wenzhou, Zhejiang, China
Venue:
ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
Year:
2005

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Abstract

This paper presents a similarity-aware multiagent-based web content management scheme. Based on a set of similarity measures that assess similarities between web documents, we propose a similarity-aware multi-cache architecture, in which the cached web documents are organized into a number of sub-caches according to their content similarity. A predictor is then developed to predict the cached documents a user might access next. Once a pre-fetching plan was formed, a set of agents are employed to work together for pre-fetching document between proxy caches and browsing clients. Preliminary experiments have shown that our predictor offers superior performance when compared with some existing prediction algorithms.