Analysis of Association Patterns Between Online Gambling Behavior and Divorce in Langkat Regency Using Data Mining
Using Apriori Data Mining Algorithm
DOI:
https://doi.org/10.59934/jaiea.v5i1.1634Keywords:
Online Gambling Divorce Data Mining Apriori Algorithm Langkat RegencyAbstract
This study aims to analyze the association patterns between online gambling behavior and the increase in divorce cases in Langkat Regency. The Apriori algorithm in data mining was employed to identify relationships between variables of online gambling behavior such as type of game, frequency, duration, and the amount of money spent, with divorce events. Data were collected through questionnaires distributed to affected respondents and processed using a Python-based bot system. The results indicate a significant correlation between the intensity of online gambling and the increase in divorce rates. The best association rule obtained a support value of 38% with a confidence level of 97.73%, showing that the more frequently a person engages in online gambling with higher spending, the greater the likelihood of divorce. These findings are expected to serve as a reference for local governments and relevant institutions in formulating policies to mitigate the negative impacts of online gambling.
Downloads
References
] Buaton, R., Maulita, Y., & Kristiawan, A. (2018). Korelasi Faktor Penyebab Tindak Kekerasan dalam Rumah Tangga Menggunakan Data Mining Algoritma A Priori. Jurnal Media Infotama, 14(1). https://doi.org/10.37676/jmi.v14i1.468
] Chen, X., & Wang, H. (2018). Application of Apriori Algorithm in Social Behavior Mining. International Journal of Data Mining, 9(2), 98-106. https://doi.org/10.1016/j.ijdm.2018.02.004
] Dowling, N., Merkouris, S., & Greenwood, C. (2016). The Impact of Problem Gambling on Family Life: A Literature Review. Journal of Gambling Studies, 32(3), 719-740. https://doi.org/10.1007/s10899-015-9588-6
] Firdaus, M. (2021). Peran Judi Online dalam Permohonan Cerai di Pengadilan Agama. Jurnal Hukum Dan Masyarakat, 11(2), 150-165. https://jurnalhukum.uin-suka.ac.id/index.php/jhm/article/view/765
] Hidayat, R., & Sari, D. (2021a). Dampak Akses Judi Daring Terhadap Keharmonisan Rumah Tangga di Era Digital. Jurnal Sosial Dan Teknologi, 5(2), 112-124. https://jurnalsinta.example.org/jst/article/view/1123
] Hidayat, R., & Sari, L. (2021b). Dampak Media Sosial terhadap Kecanduan Judi Online dan Implikasinya terhadap Stabilitas Rumah Tangga. Jurnal Ilmu Sosial Dan Humaniora, 10(2), 134-145. https://ejournal.usi.ac.id/index.php/jish/article/view/2021-dampak-media-sosial-judi
] Khotimah, N., Prasetya, A., & Wulandari, S. (2023). Analisis Dampak Judi Online terhadap Perceraian Menggunakan Structural Equation Modeling (SEM). Jurnal Sosioteknologi, 22(3), 150-165. https://sinta.kemdikbud.go.id/journals/detail?id=12345
] Nugraha, D. (2024). Lemahnya Regulasi terhadap Judi Online dan Dampaknya terhadap Keretakan Rumah Tangga di Indonesia. Jurnal Hukum Dan Teknologi, 10(1), 25-38. https://sinta.kemdikbud.go.id/journals/detail?id=xxxx
] Prasetyo, B. (2022). Studi Kualitatif Perceraian akibat Judi Online di Kota Surabaya. Jurnal Sosial Dan Hukum Indonesia, 8(2), 110-125. https://ejournal.sosialindonesia.or.id/index.php/jshi/article/view/2022-08-02
] Prasetyo, D. (2022). Korelasi Antara Judi Online dan Perceraian di Kota Medan. Jurnal Kriminologi Sosial, 10(1), 25-40. https://jurnalsinta.usu.ac.id/jks/article/view/1010
] Rahayu, N., & Hidayat, R. (2020). Dampak Judi Daring Terhadap Ketahanan Rumah Tangga di Indonesia. Jurnal Sosial Dan Keluarga, 15(2), 112-125. https://jurnalsinta.unnes.ac.id/index.php/jurnalkeluarga/article/view/1234
] Setiawan, A., & Lestari, W. (2020). Perjudian Online dan Keretakan Rumah Tangga: Tinjauan Sosial Ekonomi. Jurnal Penelitian Masyarakat Digital, 8(1), 45-60. https://jurnal.ui.ac.id/index.php/jmd/article/view/4321
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Journal of Artificial Intelligence and Engineering Applications (JAIEA)
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
