DECISION SUPPORT SYSTEM TO DETERMINE THE LEVEL OF ADDICTION TO MOBILE LEGENDS ONLINE GAMES USING THE NAÏVE BAYES METHODE

Authors

  • Amri Yuda S UINSU
  • Abdul Halim Hasugian

DOI:

https://doi.org/10.30829/zero.v7i2.17922

Keywords:

addiction1, classification, game, naive bayes,

Abstract

Addiction is liking and possessing something so much that you forget about other things. Gaming addiction is a type of addiction caused by internet technology. Game addiction itself is caused by several factors including Dominion, Timeless, Mood Swing, Healtium, Insocial and, Maladiptive Daydreaming. The purpose of this study is to accurately calculate and classify the level of online game addiction of FST UINSU students. The type of method used is a systematic quantitative analysis method of Naive Bayes Algorithm. After completing the calculation procedure, the search results show that the value obtained is very high at 91.67%. Healtium and Dominum factors are the highest causes of addiction because obviously these two factors have very high weight values

References

Ankara, H. G., & Baykal, D. (2022). The socioeconomic and sociodemographic factors affecting digital gaming addiction among Generation Z. Telematics and Informatics Reports, 8, 100032.

Utami, A. T., Bandarsyah, D., & Sulaeman, S. (2022). The Impact of Mobile Legends Game on Social Interaction Patterns of Grade V Students in Elementary Schools. Journal of Educatio FKIP UNMA, 8(3), 899-907.

Chandra, A., & HP, D. F. (2022). DESIGNING A WEB-BASED CARBURETOR MOTORCYCLE DAMAGE SOLUTION APPLICATION USING THE WATERFALL METHOD. JATI (Journal of Informatics Engineering Students), 6(2), 696-701.

Devie Rahmawati, Mulyana Deddy, R. A. B. (n.d.). online games. Online game.

El Faritsi, D. M., Saripurna, D., & Mariami, I. (2022). Decision Support System for Determining Teaching Staff Using the MOORA Method. Journal of Triguna Dharma Information Systems (JURSI TGD), 1(4), 239-249.

Mais, F. R., Rompas, S. S., & Gannika, L. (2020). Online Game Addiction with Insomnia in Adolescents. Journal of Nursing, 8(2), 18-27.

Musfirah, I. B., Afifah, N., & Sari, S. N. (2022). Quantitative Research Methods. Solok: Insan Cendekia Mandiri Publisher.

Wahyuni, M., Ananda, R., & Fauziddin, M. (2022). The Ability of S1 Elementary School Teacher Education Study Program Students at Pahlawan Tuanku Tambusai University in Writing Research Proposals. Journal of Education and Counseling, 4(4), 2944-2950.

Putro, H. F., Vulandari, R. T., & Saptomo, W. L. Y. (2020). Application of Naive Bayes Method for Customer Classification. Journal of Information and Communication Technology (TIKomSiN), 8(2).

Rahman, I. A., Ariani, D., & Ulfa, N. (2022). Level of Online Game Addiction in Adolescents. Mutiara Ners Journal, 5(2), 85-90.

Sudarsono, B. G., Leo, M. I., Santoso, A., & Hendrawan, F. (2021). Data Mining Analysis of Netflix Data Using Rapid Miner Application. JBASE-Journal of Business and Audit Information Systems, 4(1).

Zaman, M., Babar, M. S., Babar, M., Sabir, F., Ashraf, F., Tahir, M. J., ... & Pakpour, A. H. (2022). Prevalence of gaming addiction and its impact on sleep quality: A cross-sectional study from Pakistan. Annals of Medicine and Surgery, 78, 103641.

Zulfikar, M., & Fahmi, H. (2019). Application of Decision Support System with Naïve Bayes Method in Determining the Quality of Superior Rice Seedlings at Pasar Miring Agricultural Center. National Journal of Computing and Information Technology (JNKTI), 2(2), 159-165.

Downloads

Additional Files

Published

2023-12-31

Issue

Vol. 7 No. 2 (2023): Zero: Jurnal Sains Matematika dan Terapan

Section

Articles

License

Authors who publish with this journal agree to the following terms:

  1. Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution-ShareAlike 4.0 International License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
  2. Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
  3. Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).