Estimated Costs for Single Tuition Fee (STF) using Naïve Bayes Method

Juhriyansyah Dalle, Dwi Hastuti, Taufik Rahman, A. Akrim, Sri Erliani, Taufik Hidayat, Siska Devina, Agustina Lestari, B. Baharuddin, Hesti Fibriasari, Akhmad Murjani, Erika Lismayani, Ahmad Yusuf, Candra Negara

2021

Abstract

The difference in the amount of single tuition fee (STF) paid by students with middle and upper economic backgrounds causes an injustice gap. This is partly due to the instability of the system used, especially in terms of STF determination methods. Other additional shortcomings include the criteria entered the system that is still not enough to be considered in determining STF. Therefore, this study aims to build a web based STF payment system using the Naïve Bayes, probability, and statistical methods for students to determine the cost of an institution's tuition fee easily. System testing is carried out by comparing the output and verification results. This showed that the estimated determination of the cost of STF payments is suitable, with 83.3%.

Paper Citation

in Harvard Style

Dalle J., Hastuti D., Rahman T., Akrim A., Erliani S., Hidayat T., Devina S., Lestari A., Baharuddin B., Fibriasari H., Murjani A., Lismayani E., Yusuf A. and Negara C. (2021). Estimated Costs for Single Tuition Fee (STF) using Naïve Bayes Method. In Proceedings of the 23rd International Conference on Enterprise Information Systems - Volume 1: ICEIS, ISBN 978-989-758-509-8, pages 280-289. DOI: 10.5220/0010476702800289

in Bibtex Style

@conference{iceis21,
author={Juhriyansyah Dalle and Dwi Hastuti and Taufik Rahman and A. Akrim and Sri Erliani and Taufik Hidayat and Siska Devina and Agustina Lestari and B. Baharuddin and Hesti Fibriasari and Akhmad Murjani and Erika Lismayani and Ahmad Yusuf and Candra Negara},
title={Estimated Costs for Single Tuition Fee (STF) using Naïve Bayes Method},
booktitle={Proceedings of the 23rd International Conference on Enterprise Information Systems - Volume 1: ICEIS,},
year={2021},
pages={280-289},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010476702800289},
isbn={978-989-758-509-8},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 23rd International Conference on Enterprise Information Systems - Volume 1: ICEIS,
TI - Estimated Costs for Single Tuition Fee (STF) using Naïve Bayes Method
SN - 978-989-758-509-8
AU - Dalle J.
AU - Hastuti D.
AU - Rahman T.
AU - Akrim A.
AU - Erliani S.
AU - Hidayat T.
AU - Devina S.
AU - Lestari A.
AU - Baharuddin B.
AU - Fibriasari H.
AU - Murjani A.
AU - Lismayani E.
AU - Yusuf A.
AU - Negara C.
PY - 2021
SP - 280
EP - 289
DO - 10.5220/0010476702800289