@article{ART002370875},
author={Jin-Hyeon Joo and Geun-Duk Park},
title={How to improve the diversity on collaborative filtering using tags},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2018},
volume={23},
number={7},
pages={11-17},
doi={10.9708/jksci.2018.23.07.011}
TY - JOUR
AU - Jin-Hyeon Joo
AU - Geun-Duk Park
TI - How to improve the diversity on collaborative filtering using tags
JO - Journal of The Korea Society of Computer and Information
PY - 2018
VL - 23
IS - 7
PB - The Korean Society Of Computer And Information
SP - 11
EP - 17
SN - 1598-849X
AB - In this paper, we propose how to improve the lack of diversity in collaborative filtering, using tag scores contained in items rather than ratings of items. Collaborative filtering has excellent performance among recommendation system, but it is evaluated as lacking diversity. In order to solve this problem, this paper proposes a method for supplementing diversity lacking in collaborative filtering by using tags. By using tags that can be used universally without using the characteristics of specific articles in a recommendation system, The proposed method can be used.
KW - Recommendation System;Collaborative Filtering;Tag;Diversity
DO - 10.9708/jksci.2018.23.07.011
ER -
Jin-Hyeon Joo and Geun-Duk Park. (2018). How to improve the diversity on collaborative filtering using tags. Journal of The Korea Society of Computer and Information, 23(7), 11-17.
Jin-Hyeon Joo and Geun-Duk Park. 2018, "How to improve the diversity on collaborative filtering using tags", Journal of The Korea Society of Computer and Information, vol.23, no.7 pp.11-17. Available from: doi:10.9708/jksci.2018.23.07.011
Jin-Hyeon Joo, Geun-Duk Park "How to improve the diversity on collaborative filtering using tags" Journal of The Korea Society of Computer and Information 23.7 pp.11-17 (2018) : 11.
Jin-Hyeon Joo, Geun-Duk Park. How to improve the diversity on collaborative filtering using tags. 2018; 23(7), 11-17. Available from: doi:10.9708/jksci.2018.23.07.011
Jin-Hyeon Joo and Geun-Duk Park. "How to improve the diversity on collaborative filtering using tags" Journal of The Korea Society of Computer and Information 23, no.7 (2018) : 11-17.doi: 10.9708/jksci.2018.23.07.011
Jin-Hyeon Joo; Geun-Duk Park. How to improve the diversity on collaborative filtering using tags. Journal of The Korea Society of Computer and Information, 23(7), 11-17. doi: 10.9708/jksci.2018.23.07.011
Jin-Hyeon Joo; Geun-Duk Park. How to improve the diversity on collaborative filtering using tags. Journal of The Korea Society of Computer and Information. 2018; 23(7) 11-17. doi: 10.9708/jksci.2018.23.07.011
Jin-Hyeon Joo, Geun-Duk Park. How to improve the diversity on collaborative filtering using tags. 2018; 23(7), 11-17. Available from: doi:10.9708/jksci.2018.23.07.011
Jin-Hyeon Joo and Geun-Duk Park. "How to improve the diversity on collaborative filtering using tags" Journal of The Korea Society of Computer and Information 23, no.7 (2018) : 11-17.doi: 10.9708/jksci.2018.23.07.011
