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@article{ART001958344},
author={Kim, JeeHyun and Young Im Cho},
title={A Multi-Agent MicroBlog Behavior based User Preference Profile Construction Approach},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2015},
volume={20},
number={1},
pages={29-37}

TY - JOUR
AU - Kim, JeeHyun
AU - Young Im Cho
TI - A Multi-Agent MicroBlog Behavior based User Preference Profile Construction Approach
JO - Journal of The Korea Society of Computer and Information
PY - 2015
VL - 20
IS - 1
PB - The Korean Society Of Computer And Information
SP - 29
EP - 37
SN - 1598-849X
AB - Nowadays, the user-centric application based web 2.0 has replaced the web 1.0. The users gain andprovide information by interactive network applications. As a result, traditional approaches that onlyextract and analyze users’ local document operating behavior and network browsing behavior to build theusers’ preference profile cannot fully reflect their interests. Therefore this paper proposed a preferenceanalysis and indicating approach based on the users’ communication information from MicroBlog, such asreading, forwarding and @ behavior, and using the improved PersonalRank method to analyze theimportance of a user to other users in the network and based on the users’ communication behavior toupdate the weight of the items in the user preference. Simulation result shows that our proposed methodoutperforms the ontology model, TREC model, and the category model in terms of 11SPR value.
KW - Interactive;Multi-agent;MicroBlog;PersonalRank;Preference;Ontology
DO -
UR -
ER -

Kim, JeeHyun and Young Im Cho. (2015). A Multi-Agent MicroBlog Behavior based User Preference Profile Construction Approach. Journal of The Korea Society of Computer and Information, 20(1), 29-37.

Kim, JeeHyun and Young Im Cho. 2015, "A Multi-Agent MicroBlog Behavior based User Preference Profile Construction Approach", Journal of The Korea Society of Computer and Information, vol.20, no.1 pp.29-37.

Kim, JeeHyun, Young Im Cho "A Multi-Agent MicroBlog Behavior based User Preference Profile Construction Approach" Journal of The Korea Society of Computer and Information 20.1 pp.29-37 (2015) : 29.

Kim, JeeHyun, Young Im Cho. A Multi-Agent MicroBlog Behavior based User Preference Profile Construction Approach. 2015; 20(1), 29-37.

Kim, JeeHyun and Young Im Cho. "A Multi-Agent MicroBlog Behavior based User Preference Profile Construction Approach" Journal of The Korea Society of Computer and Information 20, no.1 (2015) : 29-37.

Kim, JeeHyun; Young Im Cho. A Multi-Agent MicroBlog Behavior based User Preference Profile Construction Approach. Journal of The Korea Society of Computer and Information, 20(1), 29-37.

Kim, JeeHyun; Young Im Cho. A Multi-Agent MicroBlog Behavior based User Preference Profile Construction Approach. Journal of The Korea Society of Computer and Information. 2015; 20(1) 29-37.

Kim, JeeHyun, Young Im Cho. A Multi-Agent MicroBlog Behavior based User Preference Profile Construction Approach. 2015; 20(1), 29-37.

Kim, JeeHyun and Young Im Cho. "A Multi-Agent MicroBlog Behavior based User Preference Profile Construction Approach" Journal of The Korea Society of Computer and Information 20, no.1 (2015) : 29-37.