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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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Digitalisasi Layanan Publik dan Dampaknya pada Ekologi Administrasi Sosial: Peluang dan Risiko
Sri Yulianty Mozin
; Romy Tantu
; Edis Adelia Dunggio
; Siti Rukiah Yusup
; Arit Pratama Putra Lihawa
; Zavicka Aulia Natasya
; Sabrina Meamogu
; Siti Fadilah Atjil
; Siti Nurain Tuna
; Nopal R. Abas
; Adeliptia Abdullah
; Raihan Alamsyah Hilapah
; Wal Fajri
Jurnal Media Administrasi
Vol 10
, No 2
(2025)
This article explores the background, methods, results, and conclusions of digitalization in public services, focusing on its impact on the social administration ecology. It examines the rapid adoption of e- government and ICT (information and communication technology) by public administrations worldwide since 2020, investigating both opportunities and risks. Methods include a systematic literature review and qualitative case studies drawn primarily from peer-reviewed journals published between...
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Internet of Things Vulnerabilities in E-Commerce Supply Chains: A Literature Review Approach to Identifying and Addressing Security Risks
Digital Business Intelligence Journal
Vol 1
, No 2
(2025)
his study aims to explore the implementation of Internet of Things (IoT) technologies within the e-commerce supply chain using a systematic and comprehensive Systematic Literature Review (SLR) approach. By critically analysing a broad range of recent studies, it systematically identifies implementation patterns, integration barriers, and strategic opportunities that support efficiency and adaptability in digital supply chains. Findings reveal that IoT plays a pivotal role in enhancing logistics...
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Analisis Perbandingan Metode Economic Order Quantity (EOQ) Dan Metode Tradisional Dalam Pengendalian Persediaan Bahan Baku Pada Usaha Mie Basah Kediri
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 3
(2025)
This study aims to analyze the effectiveness of raw material inventory control at the Kediri Wet Noodle business by comparing the traditional method with the Economic Order Quantity (EOQ) method. A descriptive quantitative approach was applied, utilizing EOQ, Safety Stock (SS), Re-order Point (ROP), and total inventory cost analysis. The results indicate that the traditional method leads to 24 purchase cycles per year with an inventory cost of IDR 4,320,000, without considering safety stock or r...
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Analisis Manfaat Penggunaan Aplikasi MY BEST di Universitas Bina Sarana Informatika (Metode System Usability Scale): (Metode System Usability Scale)
Putie Maharani Basa
; Putie Maharani Basa
; Nurullah Sururi Afif
; Sita Deliana
; Salwa Gunawan
; Anisa Yesi
; Andhika Adriandra
; Raihan Naufal
Jurnal Elektronika dan Komputer
Vol 18
, No 1
(2025)
The advancement of information technology has had a profound impact on education, including at the Universitas Bina Sarana Informatika (UBSI), where My Best, an elearning application, was created. With this program, users may participate in a variety of academic tasks, including online attendance, discussions, assessments, assignments, and course materials. But pupils continue to face usability difficulties. The System Usability Scale (SUS) technique is used in this study to assess the usability...
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PENGUATAN KARAKTER TANGGUNG JAWAB PADA MATA PELAJARAN PPKN MELALUI PROYEK PROFIL PELAJAR PANCASILA SIWA KELAS VII SMPN 18 SURAKARTA TAHUN PELAJARAN 2024/2025
Jurnal Global Citizen : Jurnal Ilmiah Kajian Pendidikan Kewarganegaraan
Vol 14
, No 1
(2025)
Tujuan penelitian ini adalah untuk mendeskripsikan Implementasi Karakter dalam meningkatkan karakter tanggung jawab pada pembelajaran PPKn melalui Proyek P5 pada peserta didik kelas VII SMP Negeri 18 Surakarta. Metode penelitian ini menggunakan pendekatan deskriptif kualitatif. Subjek penelitian terdiri dari guru PPKn kelas 7 dan siswa kelas 7 di SMP Negeri 18 Surakarta. Dalam pengumpulan data, peneliti menerapkan beberapa teknik, yakni observasi, wawancara, dan dokumentasi. Untuk memastikan kev...
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MENGHADAPI DINAMIKA DAN TANTANGAN ETIKA DENGAN BERBAGI TAKJIL SEBAGAI PENERAPAN PANCASILA KEDUA DI DESA TANIMULYA
Luthfyah, Nadhifa Jihan
; Dzakkiyah, Khalisa Rahma
; Luthfyah, Nadhifa Jihan
; Haqiq, Weby Deliana
; Nafisya, Azzahra Yasmin
; Fitria, Ratna
Jurnal Global Citizen : Jurnal Ilmiah Kajian Pendidikan Kewarganegaraan
Vol 14
, No 1
(2025)
Kegiatan berbagi takjil di Desa Tanimulya tidak hanya menjadi rutinitas tahunan selama bulan Ramadhan, tetapi juga sarana untuk memperkuat nilai-nilai kemanusiaan yang adil dan beradab, sesuai pada sila kedua Pancasila. Penelitian ini bertujuan untuk menganalisis dinamika dan tantangan etika dalam pelaksanaan kegiatan berbagi takjil, serta dampaknya terhadap solidaritas sosial masyarakat. Dalam penelitian ini, digunakan metode kualitatif dengan pendekatan partisipatif dan pengumpulan data melalu...
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Peranan Guru dalam Pengelolaan Kelas untuk Meningkatkan Motivasi Belajar Siswa di Sekolah Dasar
Iskandar, Sofyan
; Rosmana, Primanita Sholihah
; Apriliani, Delia
; Rahmawati, Hanny
; Fauziyah, Nisa Nur
Jurnal Sinektik
Vol 8
, No 1
(2025)
Classroom management is an important concept in school learning. This article provides an overview of the definition of classroom management, strategies that teachers can implement to manage the classroom, and the important role teachers play in ensuring successful learning. In addition, this article emphasizes the importance of classroom management to increase students' learning motivation and identifies barriers that may arise in classroom management during the learning process. By understandi...
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Peran Model Jaring Laba-laba dalam Pembelajaran Terpadu untuk Meningkatkan Efektivitas Belajar Siswa Sekolah Dasar
Iskandar , Sofyan
; Sholihah Rosmana , Primanita
; Apriliani , Delia
; Azahra, Resa
; Andria Sukmawati , Vika
Jurnal Sinektik
Vol 8
, No 1
(2025)
There are many learning models in integrated learning. One of the most popular models in primary schools is the spider web model, as it is considered easy to use and suitable for primary school students. The purpose of this article is to ascertain the role of the spider web integrated learning model in improving the learning effectiveness of primary school students. The research method used is the literature study method, which can also be called a literature study. This article describes the ro...
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Shareloc: An Analysis of Isekai Elements Across Different Genre and Cinematic Cultures
Cahyaningtyas, Ardelia Elvina
; Safitri, Ardita Wahyu
; Saputri, Andriani Ika
; Yuliana, Siti Komsiyah
RADIANT: Journal of Applied, Social, and Education Studies
Vol 6
, No 2
(2025)
The Isekai genre stories where characters are transported from their familiar world to a fantastical or parallel reality has gained significant popularity across various media. However, its presence in films from different cultural contexts has received less scholarly attention. The objective of this research is to explore the Isekai elements found in ‘Along with the Gods: The Two Worlds’, ‘Saranjana Kota Ghaib’, ‘Spirited Away’, and ‘Jumanji: Welcome to the Jungle’. This study aims to analyze h...
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