Vol. 8 No. 1 (2026): Articles Research Januari 2026

DOI: https://doi.org/10.47709/cnahpc.v8i1

Published: 2025-11-13

Articles

Articles
The DESIGN FACTOR THE CAPABILITY LEVEL OF INFORMATION TECHNOLOGY GOVERNANCE AND RECOMMENDATIONS FOR IMPROVEMENT USING COBIT 2019: A CASE STUDY AT A PRIVATE UNIVERSITY IN PALEMBANG

Muhamad Yamin Achiruddin, Abdul Rahman

Private university in Palembang that has utilized information technology to support its educational processes. This study demonstrates how COBIT 2019 design factors can be operationalized to identify…

View Article → 113-122
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Articles
Designing and Evaluating a User-Centered Cash Flow Monitoring Dashboard for Higher Education Using Design Thinking and UEQ Framework

Amalia, Rahmi Izzati, Bambang Harie Wiyono, R. Adhari Cahya Mahendra, Betty Amalia

Although cash flow monitoring dashboards have been widely implemented in higher education institutions, existing studies predominantly focus on technical development or usability testing, with limited…

View Article → 133-148
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Articles
Performance and Energy Efficiency Assessment of Embedded Arduino Vibrating Sieving System for Dry Powder Materials

Marysca Shintya Dewi, Linda Marlinda, Komarudin

Dry powder sieving is a crucial process for micro, small, and medium enterprises (MSMEs), where particle uniformity directly impacts product quality and production efficiency. Traditional vibrating sieving…

View Article → 171-181
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Articles
Sentiment Analysis of Shopee User Reviews Using Recurrent Neural Network with LSTM for Real-Time Web-Based Prediction

Suci Ayu Qurani, Bambang Irawan, Nur Ariesanto Ramdhan

Sentiment analysis has become an important approach for understanding user opinions on e-commerce platforms. Shopee user reviews provide valuable information that can be utilized to evaluate service quality…

View Article → 123-132
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Articles
An Optimized Lightweight CNN with Randomized Hyperparameter Search for Real-Time Image-Based Malware Detection

Stefanus Eko Prasetyo, Kevin Chandra Wijaya, Haeruddin

While image-based malware detection using deep learning has shown promise, existing methodologies predominantly rely on computationally expensive pre-trained architectures (e.g., VGG, ResNet) that create…

View Article → 83-91
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Articles
Generalized Chatterjea Type Contractions on Integrated Matrix Graph Metric Spaces

Desi Vinsensia, Yulia Utami, M. Kurniawan G.S, Lira Virna

This paper proposes a computationally verifiable integrate fixed point framework on the integrated metric space , where combines a continuous component endowed with the matrix induced metric with invertible…

View Article → 149-159
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Articles
Evaluation of Machine Learning Algorithms for an Early Warning System of Student Graduation in a Python Programming Course

Rahmatika Hizria, Ericky Benna Perolihin Manurung, Victor Saputra Ginting

The high failure rate in Python programming courses has become a serious issue for educational institutions. This study aims to evaluate the performance of four machine learning algorithms as the basis of an…

View Article → 92-112
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Articles
Performance Analysis of an Offline Text Detection System Based on Edge AI A Case Study of DokuScan Pro

Defi Pujianto, Kadarsih, Sri Hartati

The growing use of mobile document scanning applications has increased the demand for text detection systems that can operate reliably in offline and on-device environments. Although Edge AI enables local…

View Article → 160-179
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Articles
Deep Learning-Based Multi-Tooth Segmentation on Panoramic Radiographs Using YOLOv8 Architecture

Ahmad Ridwan, Pramawahyudi, Desy Purnama Sari; Hanisah, Yogendra Rao Musunuri

This research introduces a multi-class tooth-level segmentation framework on panoramic radiographs using YOLOv8, trained on clinically annotated Indonesian dental data. A dataset of 302 annotated panoramic…

View Article → 182-192
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Articles
Minimizing Subjectivity in Esports Adjudication: A Decision Support System for Indonesia Sim Racing League Using C4.5 Algorithm

Mu'ammar Dafa', Delima Sitanggang, Mardi Turnip

The adjudication of racing incidents in the Indonesia Sim Racing League (ISL) currently faces challenges due to inherent subjectivity, inconsistency, and the time-consuming nature of decisions that rely…

View Article → 1-9
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Articles
Enhancing Water Quality Early Warning System Accuracy in Pangasius Aquaculture Using Machine Learning

M Rais Hadyan, Finki Donna Marleny, Ayu Ahadi Ningrum

Intensive catfish ( Pangasius sp. ) aquaculture faces significant economic risks driven by mass mortality events linked to unstable water quality, particularly toxic ammonia spikes and pH fluctuations.…

View Article → 10-19
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Articles
Developing a Digital Circular Economy Business Model for SIPETRA in Jatiluwih Village, Bali

I Gede Dody Okta Biantara, Marmaiyatno Marmaiyatno, I Made Kresna Dana

Waste management in tourism villages has become a major environmental challenge due to increasing waste generation from tourism activities and limited local infrastructure. Jatiluwih Village, a UNESCO World…

View Article → 20-35
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Articles
Systematic Literature Review: A Comparison of Clustering Methods in Data Mining

Roni Setyawan, Budi Murtiyasa

Clustering is one of the fundamental techniques in data mining used to group data instances based on inherent similarities without relying on predefined labels. This technique plays a crucial role in numerous…

View Article → 36-53
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Articles
IoT-Based Smart Air Quality System: A Real-Time Monitoring Solution for Indoor Air Quality

Joni Candra, Hazimah

Indoor Air Quality (IAQ) plays a crucial role in maintaining human health and comfort. This study aims to design and implement an Internet of Things (IoT)-based indoor air quality monitoring system integrated…

View Article → 54-65
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Articles
Comparison Of Adam and SGD For The Classfication Of Palm Tree Leaf Diseases With ResNet50

Ardi al Ghifari Ardi, Nur Rachmat

Plants from the palm tree family (Arecaceae), such as coconut, oil palm, and date palm, play an important role in the economy and food security, especially in Indonesia. However, leaf diseases such as leaf…

View Article → 66-74
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Articles
The IT GOVERNANCE IN REGIONAL WATER COMPANY RISK MANAGEMENT USING THE COBIT 2019 METHOD

Firmansyah, Antonius Wahyu Sudrajat

Digital transformation in the public utility sector, particularly in regional water-owned enterprises (BUMD), presents complex risk challenges ranging from cybersecurity threats to operational distribution…

View Article → 75-82
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Vol. 8 No. 1 (2026): Articles Research Januari 2026

Articles

The DESIGN FACTOR THE CAPABILITY LEVEL OF INFORMATION TECHNOLOGY GOVERNANCE AND RECOMMENDATIONS FOR IMPROVEMENT USING COBIT 2019: A CASE STUDY AT A PRIVATE UNIVERSITY IN PALEMBANG

Designing and Evaluating a User-Centered Cash Flow Monitoring Dashboard for Higher Education Using Design Thinking and UEQ Framework

Performance and Energy Efficiency Assessment of Embedded Arduino Vibrating Sieving System for Dry Powder Materials

Sentiment Analysis of Shopee User Reviews Using Recurrent Neural Network with LSTM for Real-Time Web-Based Prediction

An Optimized Lightweight CNN with Randomized Hyperparameter Search for Real-Time Image-Based Malware Detection

Generalized Chatterjea Type Contractions on Integrated Matrix Graph Metric Spaces

Evaluation of Machine Learning Algorithms for an Early Warning System of Student Graduation in a Python Programming Course

Performance Analysis of an Offline Text Detection System Based on Edge AI A Case Study of DokuScan Pro

Deep Learning-Based Multi-Tooth Segmentation on Panoramic Radiographs Using YOLOv8 Architecture

Minimizing Subjectivity in Esports Adjudication: A Decision Support System for Indonesia Sim Racing League Using C4.5 Algorithm

Enhancing Water Quality Early Warning System Accuracy in Pangasius Aquaculture Using Machine Learning

Developing a Digital Circular Economy Business Model for SIPETRA in Jatiluwih Village, Bali

Systematic Literature Review: A Comparison of Clustering Methods in Data Mining

IoT-Based Smart Air Quality System: A Real-Time Monitoring Solution for Indoor Air Quality

Comparison Of Adam and SGD For The Classfication Of Palm Tree Leaf Diseases With ResNet50

The IT GOVERNANCE IN REGIONAL WATER COMPANY RISK MANAGEMENT USING THE COBIT 2019 METHOD

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