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First International Workshop on Knowledge Discovery and Data Mining (WKDD 2008)
Research on WEB Cache Prediction Recommend Mechanism Based on Usage Pattern
Adelaide, Australia
January 23-January 24
ISBN: 0-7695-3090-7
ASCII Text
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Jianhui Lin, Tianshu Huang, Chao Yang, "Research on WEB Cache Prediction Recommend Mechanism Based on Usage Pattern," International Workshop on Knowledge Discovery and Data Mining, pp. 473-476, First International Workshop on Knowledge Discovery and Data Mining (WKDD 2008), 2008.
 
 
BibTex
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@article{ 10.1109/WKDD.2008.9,
author = {Jianhui Lin and Tianshu Huang and Chao Yang},
title = {Research on WEB Cache Prediction Recommend Mechanism Based on Usage Pattern},
journal ={International Workshop on Knowledge Discovery and Data Mining},
volume = {0},
year = {2008},
isbn = {0-7695-3090-7},
pages = {473-476},
doi = {http://doi.ieeecomputersociety.org/10.1109/WKDD.2008.9},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - International Workshop on Knowledge Discovery and Data Mining
TI - Research on WEB Cache Prediction Recommend Mechanism Based on Usage Pattern
SN - 0-7695-3090-7
SP473
EP476
A1 - Jianhui Lin,
A1 - Tianshu Huang,
A1 - Chao Yang,
PY - 2008
VL - 0
JA - International Workshop on Knowledge Discovery and Data Mining
ER -
 
Cache prefetching technique can improve the hit ratio and expedite users visiting speed. After analyzed the recommend system in E-Business, this paper studied the characteristics how user visit web page and proposed a web prefetching recommender system based on usage pattern. This system cluster user behavior through an improved ant colony algorithm, then usage pattern can be abstracted from these classes through sequence mining. These sequence patterns are applied to forecast the coming behavior of users thus improve the hit ratio of system. Experiment result proves the validity of the system.
Citation:
Jianhui Lin, Tianshu Huang, Chao Yang, "Research on WEB Cache Prediction Recommend Mechanism Based on Usage Pattern," wkdd, pp.473-476, First International Workshop on Knowledge Discovery and Data Mining (WKDD 2008), 2008
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