KJCKorea
Journal Central

@article{ART001096860},
author={Yong Kim and Sung Been Moon},
title={A study on hybrid recommendation system based on usage frequency for multimedia contents},
journal={Journal of the Korean Society for Information Management},
issn={1013-0799},
year={2006},
volume={23},
number={3},
pages={91-126},
doi={10.3743/KOSIM.2006.23.3.091}

TY - JOUR
AU - Yong Kim
AU - Sung Been Moon
TI - A study on hybrid recommendation system based on usage frequency for multimedia contents
JO - Journal of the Korean Society for Information Management
PY - 2006
VL - 23
IS - 3
PB - 한국정보관리학회
SP - 91
EP - 126
SN - 1013-0799
AB - Recent advancements in information technology and the Internet have caused an explosive increase in the information available and the means to distribute it. However, such information overflow has made the efficient and accurate search of information a difficulty for most users. To solve this problem, an information retrieval and filtering system was developed as an important tool for users. Libraries and information centers have been in the forefront to provide customized services to satisfy the user's information needs under the changing information environment of today. The aim of this study is to propose an efficient information service for libraries and information centers to provide a personalized recommendation system to the user. The proposed method overcomes the weaknesses of existing systems, by providing a personalized hybrid recommendation method for multimedia contents that works in a large-scaled data and user environment. The system based on the proposed hybrid method uses an effective framework to combine Association Rule with Collaborative Filtering Method.
KW - Personalization;Recommendation;Hybrid;Collaborative filtering;Association rule;Information filtering;User preference
DO - 10.3743/KOSIM.2006.23.3.091
ER -

Yong Kim and Sung Been Moon. (2006). A study on hybrid recommendation system based on usage frequency for multimedia contents. Journal of the Korean Society for Information Management, 23(3), 91-126.

Yong Kim and Sung Been Moon. 2006, "A study on hybrid recommendation system based on usage frequency for multimedia contents", Journal of the Korean Society for Information Management, vol.23, no.3 pp.91-126. Available from: doi:10.3743/KOSIM.2006.23.3.091

Yong Kim, Sung Been Moon "A study on hybrid recommendation system based on usage frequency for multimedia contents" Journal of the Korean Society for Information Management 23.3 pp.91-126 (2006) : 91.

Yong Kim, Sung Been Moon. A study on hybrid recommendation system based on usage frequency for multimedia contents. 2006; 23(3), 91-126. Available from: doi:10.3743/KOSIM.2006.23.3.091

Yong Kim and Sung Been Moon. "A study on hybrid recommendation system based on usage frequency for multimedia contents" Journal of the Korean Society for Information Management 23, no.3 (2006) : 91-126.doi: 10.3743/KOSIM.2006.23.3.091

Yong Kim; Sung Been Moon. A study on hybrid recommendation system based on usage frequency for multimedia contents. Journal of the Korean Society for Information Management, 23(3), 91-126. doi: 10.3743/KOSIM.2006.23.3.091

Yong Kim; Sung Been Moon. A study on hybrid recommendation system based on usage frequency for multimedia contents. Journal of the Korean Society for Information Management. 2006; 23(3) 91-126. doi: 10.3743/KOSIM.2006.23.3.091

Yong Kim, Sung Been Moon. A study on hybrid recommendation system based on usage frequency for multimedia contents. 2006; 23(3), 91-126. Available from: doi:10.3743/KOSIM.2006.23.3.091

Yong Kim and Sung Been Moon. "A study on hybrid recommendation system based on usage frequency for multimedia contents" Journal of the Korean Society for Information Management 23, no.3 (2006) : 91-126.doi: 10.3743/KOSIM.2006.23.3.091