@article{ART001636323},
author={조영성 and 류근호},
title={Personalized Recommendation System using FP-tree Mining based on RFM},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2012},
volume={17},
number={2},
pages={197-206}
TY - JOUR
AU - 조영성
AU - 류근호
TI - Personalized Recommendation System using FP-tree Mining based on RFM
JO - Journal of The Korea Society of Computer and Information
PY - 2012
VL - 17
IS - 2
PB - The Korean Society Of Computer And Information
SP - 197
EP - 206
SN - 1598-849X
AB - A exisiting recommedation system using association rules has the problem, such as delay of processing speed from a cause of frequent scanning a large data, scalability and accuracy as well. In this paper, using a Implicit method which is not used user's profile for rating, we propose the personalized recommendation system which is a new method using the FP-tree mining based on RFM. It is necessary for us to keep the analysis of RFM method and FP-tree mining to be able to reflect attributes of customers and items based on the whole customers' data and purchased data in order to find the items with high purchasability. The proposed makes frequent items and creates association rule by using the FP-tree mining based on RFM without occurrence of candidate set. We can recommend the items with efficiency, are used to generate the recommendable item according to the basic threshold for association rules with support, confidence and lift. To estimate the performance, the proposed system is compared with existing system. As a result, it can be improved and evaluated according to the criteria of logicality through the experiment with dataset, collected in a cosmetic internet shopping mall.
KW - RFM Method;FP-tree Mining;Recommendation System
DO -
UR -
ER -
조영성 and 류근호. (2012). Personalized Recommendation System using FP-tree Mining based on RFM. Journal of The Korea Society of Computer and Information, 17(2), 197-206.
조영성 and 류근호. 2012, "Personalized Recommendation System using FP-tree Mining based on RFM", Journal of The Korea Society of Computer and Information, vol.17, no.2 pp.197-206.
조영성, 류근호 "Personalized Recommendation System using FP-tree Mining based on RFM" Journal of The Korea Society of Computer and Information 17.2 pp.197-206 (2012) : 197.
조영성, 류근호. Personalized Recommendation System using FP-tree Mining based on RFM. 2012; 17(2), 197-206.
조영성 and 류근호. "Personalized Recommendation System using FP-tree Mining based on RFM" Journal of The Korea Society of Computer and Information 17, no.2 (2012) : 197-206.
조영성; 류근호. Personalized Recommendation System using FP-tree Mining based on RFM. Journal of The Korea Society of Computer and Information, 17(2), 197-206.
조영성; 류근호. Personalized Recommendation System using FP-tree Mining based on RFM. Journal of The Korea Society of Computer and Information. 2012; 17(2) 197-206.
조영성, 류근호. Personalized Recommendation System using FP-tree Mining based on RFM. 2012; 17(2), 197-206.
조영성 and 류근호. "Personalized Recommendation System using FP-tree Mining based on RFM" Journal of The Korea Society of Computer and Information 17, no.2 (2012) : 197-206.
