About the Journal

Media Jurnal Informatika is a journal published by the Suryakancana University, Cianjur e-ISSN: 2477-2542 ; p-ISSN: 2088-2114. The journal is published twice a year, in June and December. Media Journal of Informatics was first published in print version in 2009 with annual frequency, and later increased its publication frequency to biannual issues. The journal focuses on research, development, and application of Artificial Intelligence, Machine Learning, and Algorithmic Studies in various domains of informatics. MJI (Multimedia Journal of Informatics) covers various fields in computer science and information technology, such as Artificial Intelligence and Pattern Recognition, Data and Information Systems, Mobile Technology and Application, and Interactive Multimedia. Apart from that, this journal also covers Network and Web Technology, Internet of Things, IT Governance, Enterprise Resource Planning, and Software Testing. Other topics included are Serious Games, Gamification and Game Development, Computer Vision, Modeling and Simulation, Network Management and Security, Natural Language Processing, Animation, and Geographic Information Systems (GIS).

Current Issue

Vol. 17 No. 2 (2025): Media Jurnal Informatika
Published: 2025-12-31

Articles

  • Evaluation of Deflate Algorithm in Lossless Compression of Digital Document Formats

    Muhammad Irwan Nawawi, Finsa Nurpandi
    235-246
    DOI: https://doi.org/10.35194/mji.v17i2.5746

  • AI-Based Testing Using NLP Algorithm On Eggsperts Website Functionality Using Boundary Value Analysis Technique

    Zolla Perdana Putra Harahap, Akhfa Bagas Alfarizi, Rio Ferddinansya, Adrian Fardan Andi, Muhammad Nasir, Sofiyanti Indriasari
    247-265
    DOI: https://doi.org/10.35194/mji.v17i2.5884

  • Development Of A CNN Model For Recognizing The Indonesian Sign Language (BISINDO) Alphabet

    Sinta Siti Nuriah, Ahmad Zamakhsyari Sidiq, Zulkaida Akbar
    266-277
    DOI: https://doi.org/10.35194/mji.v17i2.5936

  • STRIDE-Based Threat Analysis and AI-Driven Dataset Design for Securing Educational E-Payment Systems

    Doddy Ferdiansyah, Leony Lidya, Miftahul Fadli Muttaqin
    278-292
    DOI: https://doi.org/10.35194/mji.v17i2.5918

  • Implementation of Smoothing and Noise Reduction for Digital Image Quality Enhancement Using Neighborhood Operations

    Agus Suheri, Sri Widaningsih, Abiyyatun Nazihah
    293-304
    DOI: https://doi.org/10.35194/mji.v17i2.5893

  • Emotion Detection in Indonesian Text Using the Logistic Regression Method

    Erfian Junianto, Mila Puspitasari, Salman Ilyas Zakaria, Toni Arifin, Ignatius Wiseto Prasetyo Agung
    305-316
    DOI: https://doi.org/10.35194/mji.v17i2.5927

  • A Solution Recommendation System Based on Application Constraint History Using Cosine Similarity and Gemini AI

    Novi Dian Nathasia
    317-327
    DOI: https://doi.org/10.35194/mji.v17i2.5940

  • Course Schedule Optimization Using a Java-Based Ant Colony Optimization

    Theo Buana Pongsumarre, Wahyuni Wahyuni, Muhammad Fahmi
    328-339
    DOI: https://doi.org/10.35194/mji.v17i2.5961

  • Rice Leaf Disease Classification Based on ResNet50 and MobileNetV3 Feature Extraction Using Random Forest

    Gede Yogi Pratama, Rahayun Amrullah Husaini, Muhammad Haris Nasri, Rifqi Hammad
    340-348
    DOI: https://doi.org/10.35194/mji.v17i2.5939

  • Classification of Banana Ripeness Using a VGG16-Based Convolutional Neural Network (CNN)

    Fikri Maulana
    349-357
    DOI: https://doi.org/10.35194/mji.v17i2.5930

  • Autism Classification Using MobileNetV3 Feature Extraction and K-Nearest Neighbor Algorithm

    Rahayun Amrullah Husaini, Gede Yogi Pratama, Kurniadin Abd. Latif, Muhammad Zulfikri, Kartarina Augustin
    358-366
    DOI: https://doi.org/10.35194/mji.v17i2.5934

  • Multi-Class Fault Detection under Class-Imbalance in Wireless Sensor Network Using Random Undersampling and Extra Trees

    David Yusup Saputra, Luh Kesuma Wardhani, Herlino Nanang
    367-378
    DOI: https://doi.org/10.35194/mji.v17i2.5959

  • Evaluating Machine Learning Models Across Feature Extraction and Data Balancing Scenarios for Coretax Sentiment Analysis

    Subhan Syah Putra, Desti Riminarsih
    379-396
    DOI: https://doi.org/10.35194/mji.v17i2.5968

  • Development of a Scientific Article Recommendation Web Application Using a Hybrid Recommender System: A Case Study in Computer Science

    Adinda Raisa Az-zahra, Alfien Sukma Prawira, Mahesya Setia Nugraha, Ade Hodijah, Urip Teguh Setijohatmo, Siti Dwi Setiarini , Bambang Wisnuadhi
    397-411
    DOI: https://doi.org/10.35194/mji.v17i2.5672

  • Development of A Sales Forecasting Application Using The Autoregressive Integrated Moving Average Method With External Input (ARIMAX)

    Aulia Aziizah Fauziyyah, Jonanda Pantas Agitha Brahmana, Paulina Lestari Simatupang, Eddy Bambang Soewono, Hashri Hayati
    412-424
    DOI: https://doi.org/10.35194/mji.v17i2.5693

  • Dynamic Difficulty Adjustment Using Reinforcement Learning for Adaptive Gameplay Experience in Resik

    Diny Syarifah Sany, M Malwan Angkasa
    425-435
    DOI: https://doi.org/10.35194/mji.v17i2.6106

  • Application of Named Entity Recognition (NER) in Job Vacancy Matching Using an Ontology-Based Approach (Case Study: Information Technology Sector)

    Rizki Gunawan , Ade Hodijah, Muhammad Ikhsan Maulana Taqwim , Afyar Siti Ababil , Urip Teguh Setijohatmo, Sri Ratna Wulan, Muhammad Riza Alifi , Aprianti Nanda Sari , Hashri Hayati
    436-451
    DOI: https://doi.org/10.35194/mji.v17i2.5675
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