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

Articles

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

  Louis Mario Wijaya, Daniel Martomanggolo Wonohadihjojo

  1-10

  • PDF

  Abstract View: 103 times | PDF Download: 194 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

  • PDF

  Abstract View: 83 times | PDF Download: 138 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

  • PDF

  Abstract View: 78 times | PDF Download: 50 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

  • PDF

  Abstract View: 53 times | PDF Download: 46 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

  • PDF

  Abstract View: 57 times | PDF Download: 49 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

  • PDF

  Abstract View: 54 times | PDF Download: 41 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

  • PDF

  Abstract View: 46 times | PDF Download: 48 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

  • PDF

  Abstract View: 49 times | PDF Download: 39 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

  • PDF

  Abstract View: 49 times | PDF Download: 59 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

  • PDF

  Abstract View: 45 times | PDF Download: 40 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

  • PDF

  Abstract View: 39 times | PDF Download: 44 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

  • PDF

  Abstract View: 19 times | PDF Download: 19 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

  • PDF

  Abstract View: 37 times | PDF Download: 31 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

  • PDF

  Abstract View: 28 times | PDF Download: 20 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: 16 times | PDF Download: 15 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

  • PDF

  Abstract View: 30 times | PDF Download: 14 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: 18 times | PDF Download: 10 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: 31 times | PDF Download: 12 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: 10 times | PDF Download: 6 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: 0 times | PDF Download: 0 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: 0 times | PDF Download: 0 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: 0 times | PDF Download: 0 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: 1 times | PDF Download: 0 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: 0 times | PDF Download: 0 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: 0 times | PDF Download: 0 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: 0 times | PDF Download: 0 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: 0 times | PDF Download: 0 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: 0 times | PDF Download: 0 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: 0 times | PDF Download: 0 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: 0 times | PDF Download: 0 times | DOI : https://doi.org/10.29408/edumatic.v10i1.34361