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2003 IEEE/WIC International Conference on Web Intelligence (WI'03)
INTIMATE: A Web-Based Movie Recommender Using Text Categorization
Halifax, Canada
October 13-October 17
ISBN: 0-7695-1932-6
ASCII Text
x 
 
Harry Mak, Irena Koprinska, Josiah Poon, "INTIMATE: A Web-Based Movie Recommender Using Text Categorization," Web Intelligence, IEEE / WIC / ACM International Conference on, pp. 602, 2003 IEEE/WIC International Conference on Web Intelligence (WI'03), 2003.
 
 
BibTex
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@article{ 10.1109/WI.2003.1241277,
author = {Harry Mak and Irena Koprinska and Josiah Poon},
title = {INTIMATE: A Web-Based Movie Recommender Using Text Categorization},
journal ={Web Intelligence, IEEE / WIC / ACM International Conference on},
volume = {0},
year = {2003},
isbn = {0-7695-1932-6},
pages = {602},
doi = {http://doi.ieeecomputersociety.org/10.1109/WI.2003.1241277},
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 - INTIMATE: A Web-Based Movie Recommender Using Text Categorization
SN - 0-7695-1932-6
SP
EP
A1 - Harry Mak,
A1 - Irena Koprinska,
A1 - Josiah Poon,
PY - 2003
KW - null
VL - 0
JA - Web Intelligence, IEEE / WIC / ACM International Conference on
ER -
 
Harry Mak, University of Sydney
Irena Koprinska, University of Sydney
Josiah Poon, University of Sydney
This paper presents INTIMATE, a web-based movie recommender that makes suggestions by using text categorization to learn from movie synopses The performance of various feature representations, feature selectors, feature weighting mechanisms and classifiers is evaluated and discussed. INTIMATE was also compared with a feature-based movie recommender. The results show that the text-based approach outperforms the feature-based if the ratio of the number of user ratings to the vocabulary size is high.
Citation:
Harry Mak, Irena Koprinska, Josiah Poon, "INTIMATE: A Web-Based Movie Recommender Using Text Categorization," wi, pp.602, 2003 IEEE/WIC International Conference on Web Intelligence (WI'03), 2003
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