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Analisis Data Judi Online di 5 Provinsi Indonesia Dengan Metode K-Means dan Decision Tree Saputra, Muhammad Bayu; Anisa, Nor
TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Vol 4 No 2 (2024): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/tamika.Vol4No2.pp254-258

Abstract

This study aims to analyze online gambling data detected in five provinces in Indonesia using the K-Means and Decision Tree methods. The data includes player counts, transaction values, and geographical distribution in West Java, Jakarta, Central Java, Banten, and East Java. The K-Means method was applied to cluster provinces based on player counts and transaction values, while the Decision Tree was used to identify classification rules. The results reveal three main clusters with distinct characteristics: provinces with high player counts and high transactions, provinces with low player counts and moderate transactions, and provinces with moderate player counts but low transactions. These findings provide critical insights into the patterns of online gambling activities in Indonesia and serve as a foundation for more effective policies in managing its impacts.
Analisis Data Judi Online di 5 Provinsi Indonesia Dengan Metode K-Means dan Decision Tree Saputra, Muhammad Bayu; Anisa, Nor
TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Vol 4 No 2 (2024): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/tamika.Vol4No2.pp254-258

Abstract

This study aims to analyze online gambling data detected in five provinces in Indonesia using the K-Means and Decision Tree methods. The data includes player counts, transaction values, and geographical distribution in West Java, Jakarta, Central Java, Banten, and East Java. The K-Means method was applied to cluster provinces based on player counts and transaction values, while the Decision Tree was used to identify classification rules. The results reveal three main clusters with distinct characteristics: provinces with high player counts and high transactions, provinces with low player counts and moderate transactions, and provinces with moderate player counts but low transactions. These findings provide critical insights into the patterns of online gambling activities in Indonesia and serve as a foundation for more effective policies in managing its impacts.
Audit Energi Listrik Berbasis Hasil Pengukuran dan Monitoring Besaran Listrik pada Gedung A Fakultas Teknik Unila Despa, Dikpride; Nama, Gigih Forda; Septiana, Trisya; Saputra, Muhammad Bayu
Electrician : Jurnal Rekayasa dan Teknologi Elektro Vol. 15 No. 1 (2021)
Publisher : Department of Electrical Engineering, Faculty of Engineering, Universitas Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23960/elc.v15n1.2180

Abstract

Pengaruh CEO Narcissism Terhadap Manajemen Laba dengan Koneksi Politik Sebagai Variabel Moderasi Saputra, Muhammad Bayu; Primasari, Dona
Jurnal Ilmiah Global Education Vol. 5 No. 1 (2024): JURNAL ILMIAH GLOBAL EDUCATION, Volume 5 Nomor 1, Maret 2024
Publisher : LPPM Institut Pendidikan Nusantara Global

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55681/jige.v5i1.2486

Abstract

The primary objective of this research is to obtain empirical evidence regarding the impact of CEO narcissism on earnings management, taking into account political connections as a moderating factor. The study focuses on state-owned enterprises listed on the Indonesia Stock Exchange during the period 2017-2021. The selection of samples in this study utilizes purposive sampling, yielding a sample size of 15 state-owned companies. The analytical approach involves multiple linear regression. The findings suggest that: (1) CEO narcissism positively influences earnings management, and (2) the presence of political connections as a moderating variable does not significantly alter the impact of CEO narcissism on earnings management.