Recommendation systems make suggestions about artifacts to a user.
For instance, they may predict whether a user would be interested
in seeing a particular movie. Social recomendation methods collect
ratings of artifacts from many individuals and use nearest-neighbor
techniques to make recommendations to a user concerning new artifacts.
However, these methods do not use the significant amount of other
information that is often available about the nature of each artifact
--- such as cast lists...
%0 Journal Article
%1 basu98
%A Basu, Chumki
%A Hirsh, Haym
%A Cohen, William W.
%B AAAI/IAAI
%D 1998
%K classification content_based social_recommendation
%P 714--720
%T Recommendation as Classification: Using Social and Content-Based
Information in Recommendation
%U http://citeseer.ist.psu.edu/basu98recommendation.html
%X Recommendation systems make suggestions about artifacts to a user.
For instance, they may predict whether a user would be interested
in seeing a particular movie. Social recomendation methods collect
ratings of artifacts from many individuals and use nearest-neighbor
techniques to make recommendations to a user concerning new artifacts.
However, these methods do not use the significant amount of other
information that is often available about the nature of each artifact
--- such as cast lists...
@article{basu98,
abstract = {Recommendation systems make suggestions about artifacts to a user.
For instance, they may predict whether a user would be interested
in seeing a particular movie. Social recomendation methods collect
ratings of artifacts from many individuals and use nearest-neighbor
techniques to make recommendations to a user concerning new artifacts.
However, these methods do not use the significant amount of other
information that is often available about the nature of each artifact
--- such as cast lists...},
added-at = {2009-06-22T17:28:38.000+0200},
author = {Basu, Chumki and Hirsh, Haym and Cohen, William W.},
biburl = {https://www.bibsonomy.org/bibtex/2208e6a061d1f2cc647c5f7284cdb95bb/lefteris8},
booktitle = {AAAI/{IAAI}},
citeulike-article-id = {1014193},
interhash = {8baccca5d4a5001d79070bbdd5439a84},
intrahash = {208e6a061d1f2cc647c5f7284cdb95bb},
keywords = {classification content_based social_recommendation},
pages = {714--720},
posted-at = {2006-12-26 06:04:01},
priority = {2},
timestamp = {2009-06-22T17:28:39.000+0200},
title = {Recommendation as Classification: Using Social and Content-Based
Information in Recommendation},
url = {http://citeseer.ist.psu.edu/basu98recommendation.html},
year = 1998
}