TY - GEN
T1 - A data mining framework for building a Web-page recommender system
AU - Haruechaiyasak, Choochart
AU - Shyu, Mei Ling
AU - Chen, Shu Ching
PY - 2004/12/1
Y1 - 2004/12/1
N2 - In this paper, we propose a new framework based on data mining algorithms for building a Web-page recommender system. A recommender system is an intermediary program (or an agent) with a user interface that automatically and intelligently generates a list of information which suits an individual's needs. Two information filtering methods for providing the recommended information are considered: (1) by analyzing the information content, i.e., content-based filtering, and (2) by referencing other user access behaviors, i.e., collaborative filtering. By using the data mining algorithms, the information filtering processes can be performed prior to the actual recommending process. As a result, the system response time could be improved and thus, making the framework scalable.
AB - In this paper, we propose a new framework based on data mining algorithms for building a Web-page recommender system. A recommender system is an intermediary program (or an agent) with a user interface that automatically and intelligently generates a list of information which suits an individual's needs. Two information filtering methods for providing the recommended information are considered: (1) by analyzing the information content, i.e., content-based filtering, and (2) by referencing other user access behaviors, i.e., collaborative filtering. By using the data mining algorithms, the information filtering processes can be performed prior to the actual recommending process. As a result, the system response time could be improved and thus, making the framework scalable.
UR - http://www.scopus.com/inward/record.url?scp=16244394873&partnerID=8YFLogxK
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M3 - Conference contribution
AN - SCOPUS:16244394873
SN - 0780388194
T3 - Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, IRI-2004
SP - 357
EP - 362
BT - Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, IRI-2004
A2 - Memon, A.M.
A2 - Zhao, N.
T2 - Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, IRI-2004
Y2 - 8 November 2004 through 10 November 2004
ER -