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Volunteer Selection Model in a Community-Based Qur’anic Learning Center: A Case Study of Abata Movement Indonesia: Model Seleksi Relawan pada Taman Pendidikan Al Qur’an Berbasis Komunitas: Studi Kasus pada Abata Movement Indonesia
RADIANT: Journal of Applied, Social, and Education Studies
Vol 7
, No 1
(2026)
The Qur’anic Learning Center (TPQ) plays an important role in community-based character education, but limitations in human resources and funding make the role of volunteers crucial. The mismatch between institutional needs and volunteer capacity highlights the importance of clear criteria for determining volunteers. This study uses a qualitative approach with a case study at TPQ Abata Movement Indonesia. Data were collected through interviews, observation, and document analysis. The results sho...
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A Graph-Augmented Isolation Forest Using Node2Vec and GraphSAGE for Mobile User Behavior Anomaly Detection
Amaka Patience Binitie
; Sunny Innocent Onyemenem
; Nneamaka Christiana Anujeonye
; Arnold Adimabua Ojugo
; Francesca Avwuru Egbokhare
; Tabitha Chukwudi Aghaunor
Journal of Computing Theories and Applications
Vol 3
, No 3
(2026)
This study presents a Graph-Augmented Isolation Forest (GAIF), an unsupervised anomaly-detection framework for analyzing mobile user behavior. The proposed framework represents users and behavioral attributes as a user–feature bipartite graph, enabling the capture of relational dependencies that are not explicitly modeled in conventional vector-based approaches. Low-dimensional user representations are learned through Node2Vec and Graph Sample and Aggregate (GraphSAGE), and the resulting embeddi...
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PENGARUH GAYA KEPEMIMPINAN, MOTIVASI KERJA DAN BUDAYA ORGANISASI TERHADAP KINERJA KARYAWAN STIE TOTALWIN SEMARANG
Probisnis
Vol 19
, No 1
(2026)
Penelitian ini bertujuan untuk menganalisis pengaruh gaya kepemimpinan, motivasi kerja, dan budaya organisasi terhadap kinerja karyawan di STIE Totalwin Semarang. Penelitian ini menggunakan pendekatan kuantitatif dengan metode survei. Teknik pengumpulan data dilakukan melalui penyebaran kuesioner kepada karyawan STIE Totalwin Semarang. Analisis data menggunakan analisis regresi linier berganda dengan bantuan software SPSS. Hasil penelitian menunjukkan bahwa gaya kepemimpinan, motivasi kerja, dan...
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Upaya Meningkatkan Hasil Belajar Teknik Dasar Shooting Sepak Bola Melalui Model Problem Based Learning Pada Siswa Mts Al-Manar Tembung
Jendela Olahraga
Vol 11
, No 01
(2026)
Penelitian ini bertujuan untuk meningkatkan hasil belajar teknik dasar shooting dalam permainan sepak bola melalui penerapan Model Pembelajaran Problem Based Learning (PBL) pada siswa kelas IX 2 MTS Al Manar Tembung. Metode yang digunakan adalah Penelitian Tindakan Kelas (PTK), dilaksanakan dalam dua siklus pembelajaran. Setiap siklus meliputi tahap: orientasi pada masalah, pengorganisasian siswa, pendampingan dalam investigasi, pengembangan dan presentasi solusi, serta refleksi dan evaluasi. In...
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APPLICATION OF FINE-TUNED MODELS IN SENTIMENT ANALYSIS OF NEWS: A SYSTEMATIC LITERATURE REVIEW
Habibi, Roni
; Roni Habibi
; Komaran, Raul Mahya
; Universitas Logistik dan Bisnis Internasional
; Watase UAKE Platform
; Universitas Logistik dan Bisnis Internasional, Department of Informatics Engineering
Telematika
Vol 18
, No 2
(2026)
This study aims to examine the application of fine-tuned models in news sentiment analysis through the Systematic Literature Review (SLR) approach. The main focus is directed at three aspects: improving accuracy (RQ1), implementation challenges (RQ2), and computational efficiency (RQ3). The problems identified include high computational requirements, limited annotated data, and difficulties in handling language and dialect diversity. As a solution, various optimization techniques have been explo...
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Design Agricultural Drone System Based on IT Governance using TOGAF Approach
Pramurwitasari, Anugrahaningtyas
; Khoiru Nisa, Maulida
; Malikul Rahman, Sigmawan
; Muhammad Fadhil, Taqy
; Najich, M. Narjun
Jurnal Riset Sistem dan Teknologi Informasi
Vol 4
, No 1
(2026)
Agricultural modernization in Indonesia faces challenges such as labor constraints, fertilizer efficiency, and low adoption of information systems. Agricultural drone technology offers innovative solutions, but structured implementation based on IT governance remains limited. This study used a descriptive qualitative approach to design a drone system based on the TOGAF ADM enterprise architecture. Data were collected through observations, semi-structured interviews, technical documentation, and...
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Artificial Neural Network-Based Diabetes Prediction Analysis Using CDC Diabetes Health Indicators Data: Analisis dan Prediksi Diabetes Menggunakan Artificial Neural Network dengan Dataset CDC Diabetes Health Indicators
Jurnal Riset Sistem dan Teknologi Informasi
Vol 4
, No 1
(2026)
Diabetes mellitus is a chronic disease with increasing prevalence and requires effective early detection efforts. This study aims to develop a diabetes risk prediction model using an Artificial Neural Network (ANN) based on non-laboratory health indicators. The dataset used is the CDC Diabetes Health Indicators with a large amount of data and characteristics of classes that are not fully balanced. The research stages include data preprocessing that includes handling missing values, encoding cate...
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Depression Prediction Among University Students Using a Random Forest Algorithm Based on Psychosocial Data: Prediksi Depresi Mahasiswa: Pendekatan Berbasis Data Psikososial Menggunakan Algoritma Random Forest
Abiyya, Abiyya Alfahrizi Putra Arifiansyah
; Afandi, Muhammad
; Dwi Riskianto, Dodi
; Sudriyanto, Sudriyanto
Jurnal Riset Sistem dan Teknologi Informasi
Vol 4
, No 1
(2026)
College students' mental health is a critical issue that is gaining increasing attention, particularly regarding depression, which significantly impacts quality of life and academic achievement. This study aims to develop a predictive model for depression in college students based on psychosocial data using the Random Forest algorithm. The data used is a public secondary dataset from Kaggle with 1,000 samples, covering demographic variables, lifestyle, and psychological indicators. The analysis...
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Exploring Relationship Of Architecture, Digital Place Making, And Time: A Systematic Review
SARGA: Journal of Architecture and Urbanism
Vol 20
, No 1
(2026)
This study investigates the relationship between architecture, digital placemaking, and time, addressing theoretical gaps and their relation. While digital placemaking has seen significant advancements, its integration with architecture and temporal dynamics remains insufficiently explored. To bridge this gap, the research conducts a systematic literature review (SLR) of 448 articles published between 2014 and 2024, with 23 selected for in-depth analysis. Using qualitative content analysis, the...
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Desain Wellness and Beauty Center di Surabaya dengan Pendekatan Biophilic Architecture
SARGA: Journal of Architecture and Urbanism
Vol 20
, No 1
(2026)
Perubahan pola hidup masyarakat modern yang diiringi tingginya beban kerja dan mobilitas, telah meningkatkan risiko stres serta kelelahan fisik dan mental, terutama di kawasan perkotaan yang padat seperti Surabaya. Hal ini mendasari kebutuhan akan fasilitas yang tidak hanya berfokus pada perawatan fisik, namun juga mendukung pemulihan secara menyeluruh. Perancangan Wellness and Beauty Center dengan menerapkan Biophilic Architecture dapat menghadirkan ruang penyembuhan yang terintegrasi dengan al...
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