@article{ART002277240},
author={Mi-Young Song},
title={Development of the Drop-outs Prediction Model for Intelligent Drop-outs Prevention System},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2017},
volume={22},
number={10},
pages={9-17},
doi={10.9708/jksci.2017.22.10.009}
TY - JOUR
AU - Mi-Young Song
TI - Development of the Drop-outs Prediction Model for Intelligent Drop-outs Prevention System
JO - Journal of The Korea Society of Computer and Information
PY - 2017
VL - 22
IS - 10
PB - The Korean Society Of Computer And Information
SP - 9
EP - 17
SN - 1598-849X
AB - The student dropout prediction is an indispensable for many intelligent systems to measure the educational system and success rate of all university. Therefore, in this paper, we propose an intelligent dropout prediction system that minimizes the situation by adopting the proactive process through an effective model that predicts the students who are at risk of dropout.
In this paper, the main data sets for students dropout predictions was used as questionnaires and university information. The questionnaire was constructed based on theoretical and empirical grounds about factor affecting student’s performance and causes of dropout. University Information included student grade, interviews, attendance in university life. Through these data sets, the proposed dropout prediction model techniques was classified into the risk group and the normal group using statistical methods and Naive Bays algorithm. And the intelligence dropout prediction system was constructed by applying the proposed dropout prediction model.
We expect the proposed study would be used effectively to reduce the students dropout in university.
KW - Dropout Prediction Model;Naive Bays Algorithm
DO - 10.9708/jksci.2017.22.10.009
ER -
Mi-Young Song. (2017). Development of the Drop-outs Prediction Model for Intelligent Drop-outs Prevention System. Journal of The Korea Society of Computer and Information, 22(10), 9-17.
Mi-Young Song. 2017, "Development of the Drop-outs Prediction Model for Intelligent Drop-outs Prevention System", Journal of The Korea Society of Computer and Information, vol.22, no.10 pp.9-17. Available from: doi:10.9708/jksci.2017.22.10.009
Mi-Young Song "Development of the Drop-outs Prediction Model for Intelligent Drop-outs Prevention System" Journal of The Korea Society of Computer and Information 22.10 pp.9-17 (2017) : 9.
Mi-Young Song. Development of the Drop-outs Prediction Model for Intelligent Drop-outs Prevention System. 2017; 22(10), 9-17. Available from: doi:10.9708/jksci.2017.22.10.009
Mi-Young Song. "Development of the Drop-outs Prediction Model for Intelligent Drop-outs Prevention System" Journal of The Korea Society of Computer and Information 22, no.10 (2017) : 9-17.doi: 10.9708/jksci.2017.22.10.009
Mi-Young Song. Development of the Drop-outs Prediction Model for Intelligent Drop-outs Prevention System. Journal of The Korea Society of Computer and Information, 22(10), 9-17. doi: 10.9708/jksci.2017.22.10.009
Mi-Young Song. Development of the Drop-outs Prediction Model for Intelligent Drop-outs Prevention System. Journal of The Korea Society of Computer and Information. 2017; 22(10) 9-17. doi: 10.9708/jksci.2017.22.10.009
Mi-Young Song. Development of the Drop-outs Prediction Model for Intelligent Drop-outs Prevention System. 2017; 22(10), 9-17. Available from: doi:10.9708/jksci.2017.22.10.009
Mi-Young Song. "Development of the Drop-outs Prediction Model for Intelligent Drop-outs Prevention System" Journal of The Korea Society of Computer and Information 22, no.10 (2017) : 9-17.doi: 10.9708/jksci.2017.22.10.009
