Vol. 17 No. 2: JURNAL TEKNIK INFORMATIKA

ARTICLES

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

  Bayu Surya Dharma Sanjaya ⁽¹⁾ , Erwin Budi Setiawan ⁽²⁾

  (1) Informatics, School of Computing, Telkom University

  (2) Informatics, School of Computing, Telkom University

  DOI : 10.15408/jti.v17i2.39760

  Abstract View : 221 PDF downloads : 150

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  98-111

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

  Aufa Ab'dil Mustofa ⁽¹⁾ , Erwin Budi Setiawan ⁽²⁾

  (1) Informatics, School of Computing, Telkom University

  (2) Informatics, School of Computing, Telkom University, Indonesia

  DOI : 10.15408/jti.v17i2.40250

  Abstract View : 163 PDF downloads : 164

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  112-126

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

  Dian Kurniasari ⁽¹⁾ , Maydia Egi Nuraini ⁽²⁾ , Wamiliana Wamiliana ⁽³⁾ , Rizki Khoirun Nisa ⁽⁴⁾

  (1) Department of Mathematics, Faculty of Mathematics and Natural Science, University of Lampung

  (2) Department of Mathematics, Faculty of Mathematics and Natural Science, University of Lampung

  (3) Department of Mathematics, Faculty of Mathematics and Natural Science, University of Lampung

  (4) Department of Mathematics, Faculty of Mathematics and Natural Science, University of Lampung

  DOI : 10.15408/jti.v17i2.39098

  Abstract View : 223 PDF downloads : 163

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  127-138

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

  Arini Arini ⁽¹⁾ , Muhamad Azhari ⁽²⁾ , Isnaieni Ijtima’ Amna Fitri ⁽³⁾ , Feri Fahrianto ⁽⁴⁾

  (1) (SCOPUS ID : 50660979000, h-index: 3) Universitas Islam Negeri Syarif Hidayatullah, Indonesia

  (2) Department of Informatics Engineering, Faculty of Science and Technology, State Islamic University Syarif Hidayatullah Jakarta

  (3) Department of Informatics Engineering, Faculty of Science and Technology, State Islamic University Syarif Hidayatullah Jakarta

  (4) Department of Informatics Engineering, Faculty of Science and Technology, State Islamic University Syarif Hidayatullah Jakarta

  DOI : 10.15408/jti.v17i2.40453

  Abstract View : 263 PDF downloads : 193

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  139-152

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

  Nurhayati Nurhayati ⁽¹⁾ , Zulfiandri Zulfiandri ⁽²⁾ , Wilda Nurjannah ⁽³⁾ , Irlan Muntasha ⁽⁴⁾

  (1) (SCOPUS ID : 55516191400, h-index: 4) Universitas Islam Negeri Syarif Hidayatullah

  (2) Department of nformatics Engineering, Faculty of Science and Technology, State of Islamic University Syarif Hidayatullah Jakarta

  (3) Department of informatics Engineering, Faculty of Science and Technology, State of Islamic University Syarif Hidayatullah Jakarta

  (4) Department of Informatics Engineering, Faculty of Science and Technology, State of Islamic University Syarif Hidayatullah Jakarta

  DOI : 10.15408/jti.v17i2.35034

  Abstract View : 233 PDF downloads : 132

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  153-161

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

  Toto Andri Puspito ⁽¹⁾

  (1) Constitutional Law, Faculty of Sharia, State Islamic Institute of Metro

  DOI : 10.15408/jti.v17i2.38530

  Abstract View : 332 PDF downloads : 229

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  162-170

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

  Andi Prademon Yunus ⁽¹⁾ , Amalia Beladinna Arifa ⁽²⁾ , Yit Hong Choo ⁽³⁾

  (1) Department of Informatics, Telkom University

  (2) Department of Informatics, Telkom University

  (3) Institute for Intelligent Systems Research and Innovation (IISRI), Deakin University

  DOI : 10.15408/jti.v17i2.41027

  Abstract View : 237 PDF downloads : 139

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  171-178

• 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 ⁽¹⁾ , Ulla Delfana Rosiani ⁽²⁾ , Ely Setyo Astuti ⁽³⁾

  (1) Business Information System Study Program, Faculty of Information Technology, State Polytechnic of Malang

  (2) Business Information System Study Program, Faculty of Information Technology, State Polytechnic of Malang

  (3) Business Information System Study Program, Faculty of Information Technology, State Polytechnic of Malang

  DOI : 10.15408/jti.v17i2.41097

  Abstract View : 336 PDF downloads : 158

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  179-189

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

  Fina Indri Silfana ⁽¹⁾ , Mula Agung Barata ⁽²⁾

  (1) Department of Informatics Engineering, Faculty of Science and Technology, University of Nahdlatul Ulama Sunan Giri

  (2) Department of Informatics Engineering, Faculty of Science and Technology, University of Nahdlatul Ulama Sunan Giri

  DOI : 10.15408/jti.v17i2.40866

  Abstract View : 208 PDF downloads : 154

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  190-202

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

  Dewi Khairani ⁽¹⁾ , Tabah Rosyadi ⁽²⁾ , Arini Arini ⁽³⁾ , Imam Luthfi Rahmatullah ⁽⁴⁾ , Fauzan Farhan Antoro ⁽⁵⁾

  (1) (SCOPUS ID: 24779480600); Syarif Hidayatullah State Islamic University of Jakarta, Indonesia

  (2) Department of Informatics Engineering, Faculty of Science and Technology, State Islamic University Syarif Hidayatullah Jakarta

  (3) Department of Informatics Engineering, Faculty of Science and Technology, State Islamic University Syarif Hidayatullah Jakarta

  (4) Department of Informatics Engineering, Faculty of Science and Technology, State Islamic University Syarif Hidayatullah Jakarta

  (5) Department of Informatics Engineering, Faculty of Science and Technology, State Islamic University Syarif Hidayatullah Jakarta

  DOI : 10.15408/jti.v17i2.41240

  Abstract View : 195 PDF downloads : 121

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  203-212