Vol. 17 No. 2: JURNAL TEKNIK INFORMATIKA

Published: 2024-10-14

ARTICLES

  • Genetic Algorithm Optimization of Hybrid LSTM-AutoEncoder in Tourism Recommendation System

    Bayu Surya Dharma Sanjaya, Erwin Budi Setiawan
    98-111
    DOI: https://doi.org/10.15408/jti.v17i2.39760
    Abstract View: 131 Genetic Algorithm Optimization of Hybrid LSTM-AutoEncoder in Tourism Recommendation System Download: 19

  • Optimizing the Learning Rate Hyperparameter for Hybrid BiLSTM-FFNN Model in a Tourism Recommendation System

    Aufa Ab'dil Mustofa, Erwin Budi Setiawan
    112-126
    DOI: https://doi.org/10.15408/jti.v17i2.40250
    Abstract View: 83 Optimizing the Learning Rate Hyperparameter for Hybrid BiLSTM-FFNN Model in a Tourism Recommendation System Download: 19

  • A Case Study: Comparison of LSTM and GRU Methods for Forecasting Oil, Non-Oil, and Gas Export Values in Indonesia

    Dian Kurniasari, Maydia Egi Nuraini, Wamiliana Wamiliana, Rizki Khoirun Nisa
    127-138
    DOI: https://doi.org/10.15408/jti.v17i2.39098
    Abstract View: 97 Turnitin Download: 18

  • Performance Analysis of Transfer Learning Models for Identifying AI-Generated and Real Images

    Arini Arini, Muhamad Azhari, Isnaieni Ijtima’ Amna Fitri, Feri Fahrianto
    139-152
    DOI: https://doi.org/10.15408/jti.v17i2.40453
    Abstract View: 141 Performance Analysis of Transfer Learning Models for Identifying AI-Generated and Real Images Download: 24

  • Ensemble Learning Development Based on Transfer Learning for Indonesian Traditional Food Detection

    Nurhayati Nurhayati, Zulfiandri Zulfiandri, Wilda Nurjannah, Irlan Muntasha
    153-161
    DOI: https://doi.org/10.15408/jti.v17i2.35034
    Abstract View: 109 Ensemble Learning Development Based on Transfer Learning for Indonesian Traditional Food Detection Download: 21

  • Evaluation of Website Performance and Usability Using GTMetrix, Usability Testing, and System Usability Scale (SUS) Methods

    Toto Andri Puspito
    162-170
    DOI: https://doi.org/10.15408/jti.v17i2.38530
    Abstract View: 178 Evaluation of Website Performance and Usability Using GTMetrix, Usability Testing, and System Usability Scale (SUS) Methods Download: 24

  • Human Fall Motion Prediction: Fall Motion Forecasting and Detection with GRU

    Andi Prademon Yunus, Amalia Beladinna Arifa, Yit Hong Choo
    171-178
    DOI: https://doi.org/10.15408/jti.v17i2.41027
    Abstract View: 124 Human Fall Motion Prediction: Fall Motion Forecasting and Detection with GRU Download: 21

  • Comparison of Criteria Weight Determination Using MEREC and CRITIC Methods in Choosing The Best Student Accommodation with the MOORA Method Case Study: Coventry University

    M. Thosin Yuhaililul Hilmi, Ulla Delfana Rosiani, Ely Setyo Astuti
    179-189
    DOI: https://doi.org/10.15408/jti.v17i2.41097
    Abstract View: 123 Thossin Download: 24

  • Using K-NN Algorithm for Evaluating Feature Selection on High Dimensional Datasets

    Fina Indri Silfana, Mula Agung Barata
    190-202
    DOI: https://doi.org/10.15408/jti.v17i2.40866
    Abstract View: 107 Using K-NN Algorithm for Evaluating Feature Selection on High Dimensional Datasets Download: 24

  • Enhancing Speech-to-Text and Translation Capabilities for Developing Arabic Learning Games: Integration of Whisper OpenAI Model and Google API Translate

    Dewi Khairani, Tabah Rosyadi, Arini Arini, Imam Luthfi Rahmatullah, Fauzan Farhan Antoro
    203-212
    DOI: https://doi.org/10.15408/jti.v17i2.41240
    Abstract View: 103 Enhancing Speech-to-Text and Translation Capabilities for Developing Arabic Learning Games: Integration of Whisper OpenAI Model and Google API Translate Download: 17