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Comparative Analysis of Multiple Linear Regression and Random Forest in Predicting Student Academic Performance
Digital Business Intelligence Journal
Vol 2
, No 1
(2026)
This study aims to compare the performance of Multiple Linear Regression (MLR) and Random Forest Regression (RFR) in predicting student performance based on academic scores. Student performance is defined as the average of math scores, Reading Scores, and writing scores. This study uses a quantitative approach with a comparative design based on predictive modeling. The data used is secondary data from the Student Prediction dataset obtained through the Kaggle platform, which was processed using...
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PERBAIKAN KOMPUTER DAN PRINTER UNTUK MENINGKATKAN MUTU PELAYANAN SEKOLAH PADA MIS AL-ISLAMIYAH BATU PUTIH DESA ALILA TIMUR KECAMATAN KABOLA, KABUPATEN ALOR-NTT
Karsa, Karolina
; Potmo, Nimrot Ambrosius
; Botau, Merari
; Laure, Junaldi
; Padahana, Melisa Asnat
; Maniyeni, Ishak
; Molina, Jon Idrison
; Selly, Julminggu J.
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 6
, No 1
(2026)
The development of information technology requires educational institutions to have adequate facilities to support administrative services and learning activities. However, limited technological infrastructure remains a challenge for schools in rural areas, including MIS Al-Islamiyah Batu Putih, Alila Timur Village, Kabola District, Alor Regency. This community service activity aims to improve school service quality through the repair of damaged computers and printers. The implementation method...
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Analysis of the 8Ps Marketing Mix Strategy for Mocaf Crackers in Pengadegan, Purbalingga
Afifah, Hana
; Susanto, Niken Hapsari Arimurti
; Panunggul, Victor Bintang
; Sitanini, Ayu
; Putranto, Afif Hendri
; Asrifah
; Afifah, Hana
Perwira Journal of Science & Engineering (PJSE)
Vol 6
, No 1
(2026)
Mocaf crackers are a processed product derived primarily from Mocaf flour. Mocaf flour is produced from cassava through a fermentation process involving microorganisms such as Rhizopus oryzae and yeast (Saccharomyces cerevisiae). The Women Farmers Group (Kelompok Wanita Tani, KWT) ERQU oversees the entire production chain of Mocaf crackers, ranging from raw material procurement to product marketing. This study aims to analyze the application of the marketing mix on Mocaf cracker products produce...
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PEMANFAATAN TEKNOLOGI DIGITALISASI BISNIS DI BIDANG PEMASARAN, PRODUKSI DAN KEUANGAN UNTUK MENINGKATKAN OMSET PENJUALAN PADA UMKM DI DESA KARANG SARI, DIENG KULON, BATUR, BANJARNEGARA
Perwira Journal of Community Development
Vol 6
, No 1
(2026)
Micro, Small, and Medium Enterprises (MSMEs) make a substantial contribution to Indonesia’s economy; however, they continue to face various challenges, particularly in the areas of marketing, production, and financial management. This community service program was implemented at UD. Maju Bareng, an MSME engaged in the production of carica preserves, located in Karang Sari Village, Dieng Kulon, Banjarnegara. Currently, UD. Maju Bareng has not optimally utilized digital technology in conducting it...
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Pengaruh Kenaikan Pajak Pertambahan Nilai (PPN) dan Inflasi Terhadap Volume Penjualan Studi Kasus pada PT Astra International Tbk Tahun 2022 - 2024
DHARMA EKONOMI
Vol 33
, No 1
(2026)
This study aims to analyze the impact of the increase in Value Added Tax (VAT) and inflation on the sales revenue of PT Astra International Tbk during the 2022–2024 period. The research employs a quantitative approach using multiple regression analysis to examine the relationship between VAT, inflation, and sales revenue. Secondary data were obtained from the company’s financial statements, inflation data from Statistics Indonesia (BPS), and VAT rate information from the Directorate General of T...
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Bona Fide Residency sebagai Syarat Pencalonan dalam Pemilihan Umum Legislatif Anggota DPR dan DPRD: Quo Vadis?
AMNESTI : Jurnal Hukum
Vol 8
, No 1
(2026)
Wacana memperketat syarat domisili dalam pencalonan anggota DPR dan DPRD kembali mengemuka sebagai upaya untuk memperkuat representasi kepentingan lokal. Penelitian ini bertujuan untuk menganalisis konstitusionalitas, landasan teoretis, dan feasibilitas penerapan syarat domisili di Indonesia, serta merumuskan alternatif kebijakan dalam desain sistem pemilu dalam rangka memperkuat representasi kepentingan lokal. Penelitian ini merupakan penelitian hukum normatif dengan menggunakan pendekatan peru...
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Penerapan Tarif Pajak Pertambahan Nilai 12% dalam Peraturan Menteri Keuangan Republik Indonesia Nomor 131 Tahun 2024 dan Perspektif Keadilan Pajak di Indonesia
AMNESTI : Jurnal Hukum
Vol 8
, No 1
(2026)
Kebijakan kenaikan tarif PPN menjadi 12% memicu polemik hukum terkait dampaknya terhadap daya beli masyarakat dan pemenuhan aspek keadilan sosial. Penelitian ini bertujuan untuk menganalisis mekanisme penghitungan tarif PPN 12% dalam PMK No. 131 Tahun 2024 serta menguji kebijakan tersebut dalam perspektif keadilan pajak. Penelitian ini merupakan penelitian yuridis normatif dengan menggunakan pendekatan perundang-undangan dan konseptual. Analisis dipusatkan pada prinsip kemampuan membayar (abilit...
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An Attention-Enhanced CNN–RBF Framework for Network Intrusion Detection in Imbalanced Traffic
Journal of Computing Theories and Applications
Vol 3
, No 3
(2026)
The increasing complexity and scale of modern network traffic driven by IoT and cloud-based infrastructures have made accurate intrusion detection a critical challenge. Conventional network intrusion detection systems (NIDS) and many deep learning–based approaches struggle to reliably detect minority and stealthy attacks due to severe class imbalance and limited discrimination of subtle traffic patterns. To address these limitations, this study proposes a hybrid CNN–RBF–Attention framework for n...
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Pengaruh Fixed Asset Intensity dan Leverage terhadap Tax Management dengan Moderasi Profitability
KOMPAK : Jurnal Ilmiah Komputerisasi Akuntansi
Vol 19
, No 1
(2026)
Tax Management refers to a company’s efforts to manage its tax obligations efficiently and legally in order to optimize net income. This study aims to examine the effect of Fixed Asset Intensity and Leverage on Tax Management, with Profitability as a moderating variable, in mining companies listed on the Indonesia Stock Exchange (IDX) for the 2021–2024 period. This research is conducted because tax management practices are considered to potentially influence corporate profitability and financial...
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Information Security Evaluation Based on KAMI Index 5.0 (2023) at PT X
Michelle, Greycia Febrina
; Modami, Nickel
; Manopo, Ephraim Eleazar Reva
; Kurniawan, Muhamad Rafly
; Enditama, Danendra Rafi
; Ayunda, Afifah Trista
; Michelle, Greycia Febrina
; Modami, Nickel
; Manopo, Ephraim Eleazar Reva
; Kurniawan, Muhamad Rafly
; Enditama, Danendra Rafi
; Ayunda, Afifah Trista
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 2
(2026)
Transformasi digital di sektor jasa keuangan menuntut adanya jaminan keamanan informasi yang tangguh untuk melindungi data strategis dari ancaman siber yang semakin kompleks. PT X, sebagai institusi strategis yang mengelola investasi dan aset publik, menghadapi tantangan dalam menyeimbangkan operasional sistem Enterprise Resource Planning (ERP) dengan kepatuhan terhadap regulasi privasi data. Penelitian ini bertujuan untuk mengevaluasi tingkat kematangan (maturity level) keamanan informasi dan m...
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