Vol. 9 No. 2 (2025): August 2025

This issue has been available online since the 7th of July 2025 for the regular issue of August 2025. All articles in this issue consist of 10 original research articles authored or co-authored by 41 authors from 7 countries, namely Indonesia, Latvia, Malaysia, China, Mauritius, Australia, and Egypt

Published: 2025-07-12

Article

  • Implementation of SMOTE to Improve the Performance of Random Forest Classification in Credit Risk Assessment in Banking

    Nafa Nur Adifia Nanda, UIN Sunan Ampel Surabaya, Indonesia
    Yuniar Farida, UIN Sunan Ampel Surabaya, Indonesia
    Wika Dianita Utami, UIN Sunan Ampel Surabaya, Indonesia
    158-177
    DOI: https://doi.org/10.29407/intensif.v9i2.23930
    Abstract views: 1130 , PDF downloads: 1146

  • Evaluating YOLOv8-Based Distance Estimation: A Comparison of OpenCV and Coordinate Attention Weighting in Blind Navigation Systems

    Erwin Syahrudin, Universitas Amikom Yogyakarta, Indonesia
    Ema Utami, Universitas Amikom Yogyakarta, Indonesia
    Anggit Dwi Hartanto, Universitas Amikom Yogyakarta, Indonesia
    Suwanto Raharjo, Universitas AKPRIND Indonesia, Indonesia
    178-194
    DOI: https://doi.org/10.29407/intensif.v9i2.24395
    Abstract views: 1769 , PDF downloads: 619

  • Enhancing Multi-Class Classification of Non-Functional Requirements Using a BERT-DBN Hybrid Model

    Badzliana Aqmar Suris, Universitas Ahmad Dahlan, Indonesia
    Aris Thobirin, Universitas Ahmad Dahlan, Indonesia
    Sugiyarto Surono , Universitas Ahmad Dahlan, Indonesia
    Mohamed Naeem Antharathara Abdulnazar, ISMA University, Latvia
    195-210
    DOI: https://doi.org/10.29407/intensif.v9i2.24637
    Abstract views: 502 , PDF downloads: 437

  • Enhancing Accessibility, Engagement, and Motivation in Counseling Services for Secondary Schools through Gamified Blended Mobile and Virtual Reality Therapy

    Putri Taqwa Prasetyaningrum, Universitas Mercu Buana Yogyakarta, Indonesia
    Norshahila Ibrahim, Universiti Pendidikan Sultan Idris, Malaysia
    Eka Aryani, Universitas Mercu Buana Yogyakarta, Indonesia
    Rully Ningsih, Universitas Mercu Buana Yogyakarta, Indonesia
    Ibnu Rivansyah Subagyo, Universitas Mercu Buana Yogyakarta, Indonesia
    211-234
    DOI: https://doi.org/10.29407/intensif.v9i2.24814
    Abstract views: 552 , PDF downloads: 386

  • Enhancing Vision Transformer Performance with Rotation Based Augmentation for Classifying Images of Colon Cancer Pathology

    Rudy Eko Prasetya, Unuversitas Dian Nuswantoro, Indonesia
    M. Arief Soeleman, Universitas Dian Nuswantoro Semarang, Indonesia
    Farrikh Al Zami, Universitas Dian Nuswantoro Semarang, Indonesia
    Affandy, Universitas Dian Nuswantoro Semarang, Indonesia
    Aris Marjuni, Universitas Dian Nuswantoro Semarang, Indonesia
    Mohammad Iqbal Saryuddin Assaqty, South China University of Technology, China
    235-249
    DOI: https://doi.org/10.29407/intensif.v9i2.24918
    Abstract views: 478 , PDF downloads: 345

  • Understanding Student Acceptance of AI in Mojokerto Regency High Schools and a Framework for Effective Integration

    Usmanur Dian Iswanti, Universitas Pembangunan Nasional Veteran Jawa Timur, Indonesia
    Tri Lathif Mardi Suryanto, Universitas Pembangunan Nasional Veteran Jawa Timur, Indonesia
    Doddy Ridwandono, Universitas Pembangunan Nasional Veteran Jawa Timur, Indonesia
    Asif Faroqi, Universitas Pembangunan Nasional Veteran Jawa Timur, Indonesia
    Mohammad Yasser Chuttur, University of Mauritius, Mauritius
    250-268
    DOI: https://doi.org/10.29407/intensif.v9i2.24993
    Abstract views: 521 , PDF downloads: 368

  • Smart Governance Decision-Support System for Fisheries Development in Southeast Maluku: A Conceptual Framework

    Cawalinya Livsanthi Hasyim, Tual State Fisheries Polytechnic, Indonesia
    Glenty B.A Somnaikubun, Tual State Fisheries Polytechnic, Indonesia
    Wellem Anselmus Teniwut, The University of Queensland, Australia
    269-283
    DOI: https://doi.org/10.29407/intensif.v9i2.25166
    Abstract views: 559 , PDF downloads: 403

  • A Comparative Analysis of UTAUT and UTAUT 2 in M-Commerce and M-Banking

    Tri Wulandari Ginting, Universitas Mikroskil, Indonesia
    Joy Nasten Sinaga, Universitas Mikroskil, Indonesia
    284-302
    DOI: https://doi.org/10.29407/intensif.v9i2.24179
    Abstract views: 634 , PDF downloads: 426

  • Palm Oil Quality Based on Free Fatty Acid Using SVM

    Andi Prayogi, Institut Teknologi Sawit Indonesia, Indonesia
    Moustafa H. Aly, Arab Academy for Science Technology and Maritime Transport, Egypt
    Ali Ikhwan, School of Computer and Communication Engineering, Malaysia
    Muhammad Akbar Syahbana Pane, Institut Teknologi Sawit Indonesia, Indonesia
    Ratu Mutiara Siregar, Institut Teknologi Sawit Indonesia, Indonesia
    303-314
    DOI: https://doi.org/10.29407/intensif.v9i2.24797
    Abstract views: 555 , PDF downloads: 355

  • Machine Learning-Based Naïve Bayes Classification of Pineapple Productivity: A Case Study in North Sumatra

    Suendri, Universitas Islam Negeri Sumatera Utara, Indonesia
    Rima Aprilia, Universitas Islam Negeri Sumatera Utara, Indonesia
    Ramadiani Br. Rambe, Universitas Islam Negeri Sumatera Utara, Indonesia
    Nur Haryani Zakaria, University Utara Malaysia, Malaysia
    315-327
    DOI: https://doi.org/10.29407/intensif.v9i2.24034
    Abstract views: 485 , PDF downloads: 432