Vol. 13 No. 3 (2024)

View Vol. 13 No. 3 (2024)

Volume 13 Issue 3 of the Jurnal Nasional Pendidikan Teknik Informatika (Janapati) consists of 28 articles from 2 country, namely Indonesia, Malaysia and comes from 28 author affiliations, namely namely Institut Teknologi Bandung, Universitas Sebelas Maret, Universitas Gadjah Mada, Universitas Terbuka, ITB Stikom Bali, Institut Teknologi Sepuluh Nopember, Universitas Udayana, Institut Teknologi Telkom Purwokerto, Universitas Bhayangakara Jakarta Raya, Universitas Kristen Satya Wacana, Sanata Dharma University, Ministry of Industry RI, University of Science and Computer Technology, Universitas Negeri Makassar, INSTIKI Indonesia, Universitas Negeri Manado, Universitas Negeri Malang, Tanjungpura University, Universitas Pendidikan Ganesha, Universitas Dian Nusantara, Universitas Dinamika Bangsa, Universitas Teknologi Yogyakarta, Universitas Pendidikan Nasional, Badan Narkotika Nasional Indonesia, Telkom University, Universiti Kebangsaan Malaysia, and Universitas Indonesia.

DOI: https://doi.org/10.23887/janapati.v13i3
Published: 2024-12-01

Articles

  • The Implementation of Bayesian Optimization for Automatic Parameter Selection in Convolutional Neural Network for Lung Nodule Classification

    Kadek Eka Sapta Wijaya, Gede Angga Pradipta, Dadang Hermawan
    438-449
    DOI: https://doi.org/10.23887/janapati.v13i3.82467

  • Deep Learning for Karolinska Sleepiness Scale Classification Based On Eye Aspect Ratio with SMOTE-Enhanced Data Balancing

    Ahmad Zaini, Eko Mulyanto Yuniarno, Yoyon K Suprapto, Annida Miftakhul Farodisa
    450-459
    DOI: https://doi.org/10.23887/janapati.v13i3.84962

  • The Implementation of Enterprise Resource Planning During the Product Design Process Through the Process of Design Thinking

    I Gusti Bagus Budi Dharma, I Gusti Bagus Baskara Nugraha
    460-470
    DOI: https://doi.org/10.23887/janapati.v13i3.80691

  • Detection of UDP Flooding DDoS Attacks on IoT Networks Using Recurrent Neural Network

    Warcita, Kurniabudi; Eko Arip Winanto
    471-481
    DOI: https://doi.org/10.23887/janapati.v13i3.79601

  • Network Intrusion Detection Using Transformer Models and Natural Language Processing for Enhanced Web Application Attack Detection

    Wowon Priatna, Irwan Sembiring, Adi Setiawan, Iwan Setyawan
    482-493
    DOI: https://doi.org/10.23887/janapati.v13i3.82462

  • Classification of Lung Diseases in X-Ray Images Using Transformer-Based Deep Learning Models

    Nyoman Sarasuartha Mahajaya, Putu Desiana Wulaning Ayu, Roy Rudolf Huizen
    494-505
    DOI: https://doi.org/10.23887/janapati.v13i3.81425

  • Data Mining Analysis of Moodle Learning Data and Student Perceptions During and After the Covid-19 Pandemic

    Chatarina Enny Murwaningtyas, Maria Fatima Dineri De Jesus
    506-519
    DOI: https://doi.org/10.23887/janapati.v13i3.84005

  • The Data-Driven Approach in Transitioning Organizational Strategies and Capabilities: Insights from Indonesia's National Narcotics Agency

    Komang Ari Widani, Abdullah Hasan, Benny Ranti, Muhammad Rifki Shihab, Widha Utami Putri, Syam Fikry Mardiansyah
    520-531
    DOI: https://doi.org/10.23887/janapati.v13i3.84864

  • Optimizing Healthcare Performance Through Electronic Medical Records: An Efficiency Analysis

    Ni Kadek Tika Purniari, Nilna Muna
    532-545
    DOI: https://doi.org/10.23887/janapati.v13i3.85783

  • Facial Expression Detection System for Students in Classroom Learning Process Using YoloV7

    Alifya Nuraisyar Aglaia, Mukhlishah Afdhaliyah, Fhatiah Adiba, Andi Baso Kaswar, Muhammad Fajar B, Dyah Darma Andayani, Muhammad Yahya
    546-560
    DOI: https://doi.org/10.23887/janapati.v13i3.83978

  • Banana and Orange Classification Detection Using Convolutional Neural Network

    Benedict Evan Lumban Batu Lumban Batu, Wahyu Andi Saputra, Aminatus Sa'adah
    561-570
    DOI: https://doi.org/10.23887/janapati.v13i3.80032

  • Analysis of Field Work Practice Information System Service Quality Using The Webqual 4.0 Method and Importance Performance Analysis

    Dian Nurdiana, Muhamad Riyan Maulana, Dwi Astuti Aprijani, Fitria Amastini
    571-583
    DOI: https://doi.org/10.23887/janapati.v13i3.79182

  • Developing a Marker-Based AR Application to Introduce Temples and Cultural Heritage to Younger Generations

    Ngurah Adi, Oka Sudana, Agung Cahyawan
    584-596
    DOI: https://doi.org/10.23887/janapati.v13i3.76126

  • Correlation Analysis Approach Between Features and Motor Movement Stimulus for Stroke Severity Classification of EEG Signal Based on Time Domain, Frequency Domain, and Signal Decomposition Domain

    Marcelinus Yosep Teguh Sulistyono, Evi Septiana Pane, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
    597-611
    DOI: https://doi.org/10.23887/janapati.v13i3.85550

  • Enhancement of Internal Business Process Using Artificial Intelligence

    Joseph Teguh Santoso, Agus Wibowo, Budi Raharjo
    612-620
    DOI: https://doi.org/10.23887/janapati.v13i3.79242

  • Optimizing The User Interface of Waste Bank Application Using UCD and UEQ

    Retno Prihatini, Rianto
    621-632
    DOI: https://doi.org/10.23887/janapati.v13i3.83998

  • Model GHT-SVM for Traffic Sign Detection Using Support Vector Machine Algorithm Based On Gabor Filter and Top-Black Hat Transform

    Handrie Noprisson, Vina Ayumi, Erwin Dwika Putra, Marissa Utami, Nur Ani
    633-641
    DOI: https://doi.org/10.23887/janapati.v13i3.75778

  • Early Detection Depression Based On Action Unit and Eye Gaze Features Using a Multi-Input CNN-WoPL Framework

    Sugiyanto Sugiyanto, I Ketut Eddy Purnama, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
    642-657
    DOI: https://doi.org/10.23887/janapati.v13i3.84674

  • Semantic Approach for Digital Restoration of Balinese Lontar Manuscripts

    Ida Bagus Gede Sarasvananda, I Gde Eka Dharsika, I Wayan Kelvin Widana Saputra, Welda Welda
    658-669
    DOI: https://doi.org/10.23887/janapati.v13i3.84916

  • Systematic Literature Review: Use of Augmented Reality as A Learning Media: Trends, Applications, Challenges, and Future Potential

    Charnila Heydemans, Hakkun Elmunsyah
    670-680
    DOI: https://doi.org/10.23887/janapati.v13i3.78825

  • Optimizing Diabetic Neuropathy Severity Classification Using Electromyography Signals Through Synthetic Oversampling Techniques

    I Ketut Adi Purnawan, Adhi Dharma Wibawa, Arik Kurniawati, Mauridhi Hery Purnomo
    681-690
    DOI: https://doi.org/10.23887/janapati.v13i3.85675

  • Real Time Automated Speech Recognition Transcription and Sign Language Character Animation on Learning Media

    Komang Kurniawan Widiartha, Ketut Agustini, I Made Tegeh, I Wayan Sukra Warpala
    191-201
    DOI: https://doi.org/10.23887/janapati.v13i3.85065

  • Implementation of a Web-Based Master-Slave Architecture for Greenhouse Monitoring Systems in Grape Cultivation

    Hirzen Hasfani, Uray Ristian, Uray Syaziman Kesuma Wijaya
    202-211
    DOI: https://doi.org/10.23887/janapati.v13i3.84105

  • Synthesis of Kantil Tone Using The Frequency Modulation Method

    I Ketut Gede Suhartana, Ni Kadek Yulia Dewi, Gst Ayu Vida Mastrika Giri
    212-221
    DOI: https://doi.org/10.23887/janapati.v13i3.84874

  • Optimization of Sales Data Forecasting Computation Process Using Parallel Computing in Cloud Environment

    I Kadek Susila Satwika, I Putu Susila Handika
    222-231
    DOI: https://doi.org/10.23887/janapati.v13i3.85278

  • Usability and Performance Comparison: Implementation of Tibero and Oracle Databases in the Context of CAMS Software Development

    Komang Yuli Santika, Dandy Pramana Hostiadi, Putu Desiana Wulaning Ayu
    232-247
    DOI: https://doi.org/10.23887/janapati.v13i3.82519

  • Smart Home for Supporting Elderly Based On Ultrawideband Positioning System

    Muhtadin, Ahmad Ricky Nazarrudin, I Ketut Eddy Purnama, Chastine Fatichah, Mauridhi Hery Purnomo
    248-259
    DOI: https://doi.org/10.23887/janapati.v13i3.84186

  • The Influence of Educational Robotics in STEM Integrated Learning and the Development of Computational Thinking Abilities

    Muhammad Aqil Sadik, Cucuk Wawan Budiyanto, Rosihan Ari Yuana
    260-268
    DOI: https://doi.org/10.23887/janapati.v13i3.81608

  • Optimization of XGBoost Algorithm Using Parameter Tunning in Retail Sales Prediction

    Hendra Wijaya, Dandy Pramana Hostiadi, Evi Triandini
    269-286
    DOI: https://doi.org/10.23887/janapati.v13i3.82214