Vol. 3 No. 1 (2026): June 2026

Articles

• Smart Trafo: A Random Forest and LLM-Based Decision Support System for Power Transformer Fault Diagnosis via Dissolved Gas Analysis

  Jeremia David Anthony Paduli,  Universtitas Sam Ratulangi,  Indonesia

  Jonathan Gabrillio Kaligis,  Universtitas Sam Ratulangi,  Indonesia

  Ade Yusupa,  Universtitas Sam Ratulangi,  Indonesia

  Yaulie Rindengan,  Universtitas Sam Ratulangi,  Indonesia

  1-10

  10.69533/informatech.volume3number1.511

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• Queue-Based Batch Processing Architecture for Scalable Educational Assessment Systems Using MERN Stack

  April Firman Daru,  Semarang University,  Indonesia

  https://orcid.org/0000-0001-9494-7032

  Aria Hendrawan,  Semarang University,  Indonesia

  Toti Kresna Wardana,  Semarang University,  Indonesia

  11-19

  10.69533/informatech.volume3number1.492

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• Comparative Analysis of Naive Bayes and Support Vector Machine for Sentiment Classification of Indonesian-Language Mobile Application Reviews on Google Play Store

  Norris Elden Salassa,  Sam Ratulangi University,  Indonesia

  Arpen Patanduk,  Sam Ratulangi University,  Indonesia

  Ade Yusupa,  Sam Ratulangi University,  Indonesia

  Yaulie Deo Y. Rindengan,  Sam Ratulangi University,  Indonesia

  20-25

  10.69533/informatech.volume3number1.515

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• AI-Driven Learning Personalization in LMS Platforms:A Systematic Review Of Mechanisms, Effectiveness, And Computational Challenges

  Jacob Alfanicolls Rahayaan,  Sam Ratulangi University,  Indonesia

  Andre Immanuel Porayou,  Sam Ratulangi University,  Indonesia

  Arpen Patanduk,  Sam Ratulangi University,  Indonesia

  Ade Yusupa,  Sam Ratulangi University,  Indonesia

  26-37

  10.69533/informatech.volume3number1.517

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• Apriori and FP-Growth Comparative Analysis of MPL Indonesia Season 13 Hero Drafts

  Andre Immanuel Porayou,  Universitas Sam Ratulangi,  Indonesia

  Jacob Alfanicolls Rahayaan,  Universitas Sam Ratulangi,  Indonesia

  Ade Yusupa,  Universitas Sam Ratulangi,  Indonesia

  Yaulie Deo Y. Rindengan,  Universitas Sam Ratulangi,  Indonesia

  38-48

  10.69533/informatech.volume3number1.524

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• Developing a Content-Based Book Recommendation System for School E-Libraries Using TF-IDF and Cosine Similarity

  Muhammad Fatkul Roziq,  Universitas Islam Kadiri,  Indonesia

  Riska Nurtantyo Sarbini,  Universitas Islam Kadiri,  Indonesia

  Halimahtus Mukminna,  Universitas Islam Kadiri,  Indonesia

  Moh. Syaiful Anam,  Universitas Islam Kadiri,  Indonesia

  49-57

  10.69533/informatech.volume3number1.543

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• Optimizing iPhone Spare Parts Inventory Using K-Medoid Clustering

  Naurah Atikah Nurpadhilah,  Universitas Muhammadiyah Bengkulu,  Indonesia

  Aliya Dwi Ardiyanti,  Universitas Muhammadiyah Bengkulu,  Indonesia

  M. Aufa Rafiqi,  Universitas Muhammadiyah Bengkulu,  Indonesia

  Nur Ayu Siti Hardianti,  Universitas Muhammadiyah Bengkulu,  Indonesia

  Yusa Virginiawan Guntara,  Universitas Muhammadiyah Bengkulu,  Indonesia

  58-69

  10.69533/informatech.volume3number1.555

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• Application of Black Box Testing Using the Equivalence Partitioning Technique for Functional Testing of the QR Code Scanning Module in the Teacher Attendance System

  Ysawal Imran,  Universitas Prabumulih,  Indonesia

  Yuntari Purbasari,  Universities Prabumulih,  Indonesia

  Ariansyah,  Universities Prabumulih,  Indonesia

  70-75

  10.69533/informatech.volume3number1.577

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• Development Of An Inventory Management Information System Using The Agile Method

  Adelia Puspita Sari,  Universitas Prabumulih,  Indonesia

  Yuntari Purbasari,  Universitas Prabumulih,  Indonesia

  Andi Chiristian,  Universitas Prabumulih,  Indonesia

  76-84

  10.69533/informatech.volume3number1.581

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• Three-Category News Text Classification Using LSTM on a Local Government Portal

  Febrisari Amalia,  Universitas Islam Negeri Sunan Ampel Surabaya,  Indonesia

  Andhy Permadi,  Universitas Islam Negeri Sunan Ampel Surabaya,  Indonesia

  Ilham Ilham,  Universitas Islam Negeri Sunan Ampel Surabaya,  Indonesia

  85-95

  10.69533/informatech.volume3number1.582

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