Vol. 10 No. 1 (2026): Edumatic: Jurnal Pendidikan Informatika

Volume 10, Number 1 (2026) features contributions from both national and international authors, including scholars from Indonesia, Malaysia, and Brunei Darussalam. This reflects the journal’s expanding regional reach and its continued commitment to fostering international academic collaboration.

DOI: https://doi.org/10.29408/edumatic.v10i1

Published: 2026-02-17

Articles

X-RayVision-Net: CBAM-Infused YOLOv8 for Rapid Pulmonary Disease Recognition

Louis Mario Wijaya, Daniel Martomanggolo Wonohadihjojo

1-10
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Abstract View: 171 times DOI : https://doi.org/10.29408/edumatic.v10i1.32784
Machine Learning Approaches for Export Trend Classification: Evidence from Leading Commodities in Indonesia

Virasanty Muslimah, Rezki Rezki, Wildan Abdul Jabar

11-20
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Abstract View: 158 times DOI : https://doi.org/10.29408/edumatic.v10i1.32949
Revisiting Resampling Strategies under Extreme Class Imbalance: Evidence from Large-Scale Online Payment Fraud Detection

Mursyid Ardiansyah, Ali Asgar Zainal Abidin

21-29
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Abstract View: 168 times DOI : https://doi.org/10.29408/edumatic.v10i1.33272
Feature Interaction and Performance Analysis of RankSum-Based Extractive Summarization in Indonesian Scientific Articles

Verrino Adityya, Yohannes Yohannes

30-39
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Abstract View: 100 times DOI : https://doi.org/10.29408/edumatic.v10i1.33443
An Integrated Safety Stock and Net Promoter Score System for Inventory and Customer Loyalty

Arya Putra Badruzzaman, Yudie Irawan, Soni Adiyono

40-49
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Abstract View: 101 times DOI : https://doi.org/10.29408/edumatic.v10i1.33557
Soybean Seed Quality Classification using Magnitude-Enhanced Multiple Channel LBP and SVM

Adrian Chandra, Yohannes Yohannes

50-59
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Abstract View: 94 times DOI : https://doi.org/10.29408/edumatic.v10i1.33519
Mitigating Class Imbalance in Indonesian Sarcasm Detection: A Cross-Platform Transformer Study

A. Salky Maulana, I Made Artha Agastya

60-69
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Abstract View: 89 times DOI : https://doi.org/10.29408/edumatic.v10i1.33724
Beyond Predictive Accuracy: Enhancing Parameter Stability in Multicollinear Time Series Forecasting via Regularisation

Daffa Kumara Khiar Faisa, Abu Salam

70-79
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Abstract View: 93 times DOI : https://doi.org/10.29408/edumatic.v10i1.33925
Security Maturity Assessment of Indonesian Android Mobile Banking Apps using MobSF and OWASP

Rizal Aglal Faozi, Nuur Wachid Abdul Majid, Suprih Widodo

80-89
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Abstract View: 327 times DOI : https://doi.org/10.29408/edumatic.v10i1.33285
Optimizing XGBoost Performance through Recursive Feature Elimination for Methanol Conversion Prediction

Ibnu Richo Kurniawan, Muhamad Febrian Akrom, Novianto Nur Hidayat, Muhammad Naufal

90-99
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Abstract View: 111 times DOI : https://doi.org/10.29408/edumatic.v10i1.33509
An Efficient Two Stage Detection Segmentation Framework for Automated Road Crack Assessment

Alvin Hujaya, Muhammad Rizky Pribadi

100-109
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Abstract View: 80 times DOI : https://doi.org/10.29408/edumatic.v10i1.33699
Mapping Digital Sentiment Landscapes of Hotel Reviews: A Machine Learning-Based Cross-Platform Analysis

Muhammad Kholid Ridwan, Yudie Irawan, Raden Rhoedy Setiawan

110-119
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Abstract View: 74 times DOI : https://doi.org/10.29408/edumatic.v10i1.33701
Citizen-Centric Decision Support Systems for Housing Assistance: A Low-Barrier E-Government Approach

Ben Shalom Manopo, Audy Aldrin Kenap, Kristofel Santa

120-129
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Abstract View: 105 times DOI : https://doi.org/10.29408/edumatic.v10i1.33945
On the Effectiveness of Lightweight CNN Architectures for Fine-Grained Coffee Bean Classification

Akbar Muhamad Burhanudhin, Usman Sudibyo, Eka Putra Agus Meindiawan

130-139
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Abstract View: 101 times DOI : https://doi.org/10.29408/edumatic.v10i1.34044
Mobile Learning Design and Its Role in Fostering Critical Thinking in Informatics Education

Rizky Gabriella Sandy, Arico Ayani Suparto, Dyan Yuliana

140-149
- PDF
Abstract View: 78 times DOI : https://doi.org/10.29408/edumatic.v10i1.33756
Mutual Information-Driven Feature Selection for Efficient DDoS Detection Using Modern Boosting Ensembles

Muhammad Febrian Fansuri, Kusrini Kusrini

150-159
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Abstract View: 105 times DOI : https://doi.org/10.29408/edumatic.v10i1.34012
Behaviorally Interpretable Transactional Features for Customer Segmentation Using K-Means in Grocery Retail

Rendy Muhammad Aprizal, Oktalia Kumala Sari, Arif Bramantoro

160-169
- PDF
Abstract View: 87 times DOI : https://doi.org/10.29408/edumatic.v10i1.34163
Advancing Sustainability Education through Narrative Digital Media: A Structural Model of Student Acceptance

Deli Deli, William William, Clara Audelia, Bayu Syahputra

170-179
- PDF
Abstract View: 84 times DOI : https://doi.org/10.29408/edumatic.v10i1.34135
Integrated Behavioral Perceptual Evaluation for Comparative E-Commerce Web Usability: Evidence from Shopee and Tokopedia

Mifta Fauzia Rahma, Chanifah Indah Ratnasari

180-189
- PDF
Abstract View: 84 times DOI : https://doi.org/10.29408/edumatic.v10i1.34193
Utilitarian vs Human-Centered AI Acceptance: Explaining Students’ Adoption of ChatGPT in Higher Education

Dwi Angesti Dinda Parameswara, Berlilana Berlilana, Rujianto Eko Saputro

190-199
- PDF
Abstract View: 49 times DOI : https://doi.org/10.29408/edumatic.v10i1.34218
Compliance Without Experience? A Task-Based WCAG 2.1 Evaluation of Mobile Banking in Indonesia

Fatin Maetam, Chanifah Indah Ratnasari

200-209
- PDF
Abstract View: 71 times DOI : https://doi.org/10.29408/edumatic.v10i1.34175
Portable IoT Traffic Light System with Deterministic Cycle Recalculation and Real-Time Remote Configuration

Nada Tiyasa Salsabela, Tsania Camila Finnisa, Sendi Novianto

210-219
- PDF
Abstract View: 71 times DOI : https://doi.org/10.29408/edumatic.v10i1.34150
Beyond Traditional Models: Integrating EUCS, SERVQUAL, and UEQ in SeaBank

Raihana Nabilatulrahmah, Dinda Lestarini, Iin Seprina, Ari Wedhasmara, Dinna Yunika Hardiyanti

220-229
- PDF
Abstract View: 58 times DOI : https://doi.org/10.29408/edumatic.v10i1.34297
Gamified Mobile Learning for Teaching the Prophet’s Mandatory Traits in Elementary Education

Sakti Chandra Hanafi, Chanifah Indah Ratnasari

230-239
- PDF
Abstract View: 78 times DOI : https://doi.org/10.29408/edumatic.v10i1.34206
Evaluation of PCC Load Balancing for Dual ISP Networks: Enhancing Throughput and Traffic Stability

Bustomi Bustomi, Muhlis Tahir

240-249
- PDF
Abstract View: 62 times DOI : https://doi.org/10.29408/edumatic.v10i1.34243
Deep Learning for PM2.5 Prediction under Zero-Inflated Tropical Rainfall: RNN vs GRU

Ikhsan Yuliyono, Aji Supriyanto

250-259
- PDF
Abstract View: 52 times DOI : https://doi.org/10.29408/edumatic.v10i1.34418
Algorithm-Sensitive Feature Weighting using Mutual Information and ReliefF for Heart Disease Classification

Dwi Prihantono, Umar Faqih, Indra Indra

260-269
- PDF
Abstract View: 32 times DOI : https://doi.org/10.29408/edumatic.v10i1.34262
Forward Chaining Expert System for Optimizing Marketing Strategies in Social Commerce Platforms

Andhika Rudiansyah, Novi Rukhviyanti

270-279
- PDF
Abstract View: 92 times DOI : https://doi.org/10.29408/edumatic.v10i1.34382
Demand-Based Product Classification Using K-Means with Intermittency Metrics

Ariska Nur Anggraini, Amali Amali, Muhammad Syaibani Anwar

280-289
- PDF
Abstract View: 120 times DOI : https://doi.org/10.29408/edumatic.v10i1.34435
Hybrid Human AI SDLC for Rapid SaaS Development: Evidence from a 60 Days Case Study

Muhammad Hilmy Haidar Fawwazie, Nathan Daud, Muhammad Iqbal Rabani, Budi Fajar Supriyanto

290-299
- PDF
Abstract View: 76 times DOI : https://doi.org/10.29408/edumatic.v10i1.34361

Vol. 10 No. 1 (2026): Edumatic: Jurnal Pendidikan Informatika

Articles

X-RayVision-Net: CBAM-Infused YOLOv8 for Rapid Pulmonary Disease Recognition

Machine Learning Approaches for Export Trend Classification: Evidence from Leading Commodities in Indonesia

Revisiting Resampling Strategies under Extreme Class Imbalance: Evidence from Large-Scale Online Payment Fraud Detection

Feature Interaction and Performance Analysis of RankSum-Based Extractive Summarization in Indonesian Scientific Articles

An Integrated Safety Stock and Net Promoter Score System for Inventory and Customer Loyalty

Soybean Seed Quality Classification using Magnitude-Enhanced Multiple Channel LBP and SVM

Mitigating Class Imbalance in Indonesian Sarcasm Detection: A Cross-Platform Transformer Study

Beyond Predictive Accuracy: Enhancing Parameter Stability in Multicollinear Time Series Forecasting via Regularisation

Security Maturity Assessment of Indonesian Android Mobile Banking Apps using MobSF and OWASP

Optimizing XGBoost Performance through Recursive Feature Elimination for Methanol Conversion Prediction

An Efficient Two Stage Detection Segmentation Framework for Automated Road Crack Assessment

Mapping Digital Sentiment Landscapes of Hotel Reviews: A Machine Learning-Based Cross-Platform Analysis

Citizen-Centric Decision Support Systems for Housing Assistance: A Low-Barrier E-Government Approach

On the Effectiveness of Lightweight CNN Architectures for Fine-Grained Coffee Bean Classification

Mobile Learning Design and Its Role in Fostering Critical Thinking in Informatics Education

Mutual Information-Driven Feature Selection for Efficient DDoS Detection Using Modern Boosting Ensembles

Behaviorally Interpretable Transactional Features for Customer Segmentation Using K-Means in Grocery Retail

Advancing Sustainability Education through Narrative Digital Media: A Structural Model of Student Acceptance

Integrated Behavioral Perceptual Evaluation for Comparative E-Commerce Web Usability: Evidence from Shopee and Tokopedia

Utilitarian vs Human-Centered AI Acceptance: Explaining Students’ Adoption of ChatGPT in Higher Education

Compliance Without Experience? A Task-Based WCAG 2.1 Evaluation of Mobile Banking in Indonesia

Portable IoT Traffic Light System with Deterministic Cycle Recalculation and Real-Time Remote Configuration

Beyond Traditional Models: Integrating EUCS, SERVQUAL, and UEQ in SeaBank

Gamified Mobile Learning for Teaching the Prophet’s Mandatory Traits in Elementary Education

Evaluation of PCC Load Balancing for Dual ISP Networks: Enhancing Throughput and Traffic Stability

Deep Learning for PM2.5 Prediction under Zero-Inflated Tropical Rainfall: RNN vs GRU

Algorithm-Sensitive Feature Weighting using Mutual Information and ReliefF for Heart Disease Classification

Forward Chaining Expert System for Optimizing Marketing Strategies in Social Commerce Platforms

Demand-Based Product Classification Using K-Means with Intermittency Metrics

Hybrid Human AI SDLC for Rapid SaaS Development: Evidence from a 60 Days Case Study

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