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Future View: Web Navigation Based on Learning User?s Browsing Patterns
Halifax, Canada October 13-October 17
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/WI.2003.12412612003 IEEE/WIC International Conferenc ...
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Norikatsu Nagino, Seiji Yamada, "Future View: Web Navigation Based on Learning User?s Browsing Patterns," Web Intelligence, IEEE / WIC / ACM International Conference on, pp. 541, 2003 IEEE/WIC International Conference on Web Intelligence (WI'03), 2003.
 
 
BibTex
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@article{ 10.1109/WI.2003.1241261,
author = {Norikatsu Nagino and Seiji Yamada},
title = {Future View: Web Navigation Based on Learning User?s Browsing Patterns},
journal ={Web Intelligence, IEEE / WIC / ACM International Conference on},
volume = {0},
year = {2003},
isbn = {0-7695-1932-6},
pages = {541},
doi = {http://doi.ieeecomputersociety.org/10.1109/WI.2003.1241261},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Web Intelligence, IEEE / WIC / ACM International Conference on
TI - Future View: Web Navigation Based on Learning User?s Browsing Patterns
SN - 0-7695-1932-6
SP
EP
A1 - Norikatsu Nagino,
A1 - Seiji Yamada,
PY - 2003
KW - null
VL - 0
JA - Web Intelligence, IEEE / WIC / ACM International Conference on
ER -
 
Norikatsu Nagino, Tokyo Institute of Technology
Seiji Yamada, National Institute of Informatics
In this paper, we propose a Future View system that assists user?s usual Web browsing. The Future View will prefetch Web pages based on user?s browsing strategies and present them to a user in order to assist Web browsing. To learn user?s browsing patterns, the Future View uses two types of learning classifier systems: a content-based classifier system for contents change patterns and an action-based classifier system for user?s action patterns. The results of learning is applied to crawling by Web robot, and gathered Web pages are presented to a user through a Web browser. We experimentally show effectiveness of navigation using the Future View.
Citation:
Norikatsu Nagino, Seiji Yamada, "Future View: Web Navigation Based on Learning User?s Browsing Patterns," wi, pp.541, 2003 IEEE/WIC International Conference on Web Intelligence (WI'03), 2003
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