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@article{ART001314906},
author={신욱현 and 정윤재 and 맹성현 and Kyoung-Soo Han},
title={Multi-perspective User Preference Learning in a Chatting Domain},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2009},
volume={14},
number={1},
pages={1-8}

TY - JOUR
AU - 신욱현
AU - 정윤재
AU - 맹성현
AU - Kyoung-Soo Han
TI - Multi-perspective User Preference Learning in a Chatting Domain
JO - Journal of The Korea Society of Computer and Information
PY - 2009
VL - 14
IS - 1
PB - The Korean Society Of Computer And Information
SP - 1
EP - 8
SN - 1598-849X
AB - Learning user's preference is a key issue in intelligent system such as personalized service. The study on user preference model has adapted simple user preference model, which determines a set of preferred keywords or topic, and weights to each target. In this paper, we recommend multi-perspective user preference model that factors sentiment information in the model. Based on the topicality and sentimental information processed using natural language processing techniques, it learns a user's preference. To handle time-variant nature of user preference, user preference is calculated by session, short-term and long term. User evaluation is used to validate the effect of user preference learning and it shows 86.52%, 86.28%, 87.22% of accuracy for topic interest, keyword interest, and keyword favorableness.
KW - User Preference;Sentiment Analysis;User Model
DO -
UR -
ER -

신욱현, 정윤재, 맹성현 and Kyoung-Soo Han. (2009). Multi-perspective User Preference Learning in a Chatting Domain. Journal of The Korea Society of Computer and Information, 14(1), 1-8.

신욱현, 정윤재, 맹성현 and Kyoung-Soo Han. 2009, "Multi-perspective User Preference Learning in a Chatting Domain", Journal of The Korea Society of Computer and Information, vol.14, no.1 pp.1-8.

신욱현, 정윤재, 맹성현, Kyoung-Soo Han "Multi-perspective User Preference Learning in a Chatting Domain" Journal of The Korea Society of Computer and Information 14.1 pp.1-8 (2009) : 1.

신욱현, 정윤재, 맹성현, Kyoung-Soo Han. Multi-perspective User Preference Learning in a Chatting Domain. 2009; 14(1), 1-8.

신욱현, 정윤재, 맹성현 and Kyoung-Soo Han. "Multi-perspective User Preference Learning in a Chatting Domain" Journal of The Korea Society of Computer and Information 14, no.1 (2009) : 1-8.

신욱현; 정윤재; 맹성현; Kyoung-Soo Han. Multi-perspective User Preference Learning in a Chatting Domain. Journal of The Korea Society of Computer and Information, 14(1), 1-8.

신욱현; 정윤재; 맹성현; Kyoung-Soo Han. Multi-perspective User Preference Learning in a Chatting Domain. Journal of The Korea Society of Computer and Information. 2009; 14(1) 1-8.

신욱현, 정윤재, 맹성현, Kyoung-Soo Han. Multi-perspective User Preference Learning in a Chatting Domain. 2009; 14(1), 1-8.

신욱현, 정윤재, 맹성현 and Kyoung-Soo Han. "Multi-perspective User Preference Learning in a Chatting Domain" Journal of The Korea Society of Computer and Information 14, no.1 (2009) : 1-8.