Vol. 19 No. 2: JURNAL TEKNIK INFORMATIKA

ARTICLES

• A Weighted Hybrid Filtering Approach for Cold-Start and Diversity Evaluation in Culinary Recommender Systems

  Nur Lukman ⁽¹⁾ , Fiki Aprian ⁽²⁾ , Khaerul Manaf ⁽³⁾ , Wildan Budiawan Zulfikar ⁽⁴⁾ , Rifqi Syamsul Fuadi ⁽⁵⁾

  (1) Department of Informatics, Faculty of Science and Technology, UIN Sunan Gunung Djati Bandung, Indonesia

  (2) PT. Sasana Solusi Digital, Indonesia

  (3) Department of Information System Engineering, Sangga Buana University, Indonesia

  (4) Department of Informatics, Faculty of Science and Technology, UIN Sunan Gunung Djati Bandung, Indonesia

  (5) Department of Informatics, Faculty of Science and Technology, UIN Sunan Gunung Djati Bandung, Indonesia

  DOI : 10.15408/jti.v19i2.51692

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  235-247

• Hard and Soft GMM-EM for Overlapping Protein Complex Detection Across Five Disease-Specific PPI Networks

  Anif Hanifa Setianingrum ⁽¹⁾ , Wisnu Ananta Kusuma ⁽²⁾ , Agus Buono ⁽³⁾ , Karlisa Priandana ⁽⁴⁾

  (1) Informatic Engineering, Faculty Science and Technology, University of Islamic Syarif Hidayatullah, Jakarta, Indonesia

  (2) Bioinformatics Study Program, Faculty of Mathematics and Natural Sciences, IPB University Indonesia

  (3) Doctoral Program in Computer Science, School of Data Science Mathematic and Informatics, IPB University, Bogor, Indonesia

  (4) Doctoral Program in Computer Science, School of Data Science Mathematic and Informatics, IPB University, Bogor, Indonesia

  DOI : 10.15408/jti.v19i2.52476

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  248-266

• Supervised Classification via Energy-Based Learning on CIFAR10 CIFAR100 and CELEBA

  Wahyuningdiah Trisari Harsanti Putri ⁽¹⁾ , Quintin Kurnia Dikara ⁽²⁾ , Heryudi Ganesha ⁽³⁾ , Deshinta Arrova Dewi ⁽⁴⁾

  (1) Informatics Study Program, Faculty of Engineering Science, Universitas Paramadina, Jakarta, Indonesia

  (2) Informatics Study Program, Faculty of Engineering Science, Universitas Paramadina, Jakarta, Indonesia

  (3) Devoteam Indonesia, Jakarta, Indonesia

  (4) Faculty of Data Science and Information Technology, INTI International University, Malaysia

  DOI : 10.15408/jti.v19i2.48655

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  267-279

• Comparative Performance of Operating Systems in Handling Sentiment Analysis REST API Workloads

  Jody ⁽¹⁾ , Imelda ⁽²⁾

  (1) Master of Computer Science, Information Technology Faculty, Budi Luhur University, Indonesia

  (2) Master of Computer Science, Information Technology Faculty, Budi Luhur University, Indonesia

  DOI : 10.15408/jti.v19i2.50125

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  280-291

• Strategic Formulation of Digital Literacy Learning in Indonesian Elementary Education: A SWOT-AHP Approach

  Mohammad Bhanu Setyawan ⁽¹⁾ , Angga Prasetyo ⁽²⁾ , Arif Rahman Yusuf ⁽³⁾ , Abdul Azis ⁽⁴⁾ , Sutrisno ⁽⁵⁾ , Aang Kisnu Darmawan ⁽⁶⁾ , Puput Dani Prasetyo Adi Adi ⁽⁷⁾ , Akio Kitagawae ⁽⁸⁾

  (1) Informatic Engineering, Universitas Muhammadiyah Ponorogo, Indonesia

  (2) Informatic Engineering, Universitas Muhammadiyah Ponorogo, Indonesia

  (3) Informatic Engineering, Universitas Muhammadiyah Ponorogo, Indonesia

  (4) Department of Primary School Teacher Education Universitas Muhammadiyah Makasar, Indonesia

  (5) Department of Civic Education, Universitas Muhammadiyah Ponorogo, Indonesia

  (6) Information System , Universitas Islam Madura, Indonesia

  (7) National Research and Innovation Agency (BRIN), Indonesia

  (8) Information and Communication Engineering, Kanazawa University, Japan

  DOI : 10.15408/jti.v19i2.50139

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  292-308

• A Hybrid Lightweight Convolutional Neural Network Model for Image-Based Robusta Coffee Leaf Diseases Classification

  Purwohudiono ⁽¹⁾ , Subiyanto ⁽²⁾ , Nektar Cahayasabda ⁽³⁾ , Galang Putra Prasetya ⁽⁴⁾ , Dhitsa Anggara Ari Samasta ⁽⁵⁾

  (1) Departement of Electrical Engineering, Faculty of Engineering, Universitas Negeri Semarang, Jawa Tengah, Indonesia

  (2) Departement of Electrical Engineering, Faculty of Engineering, Universitas Negeri Semarang, Jawa Tengah, Indonesia

  (3) Departement of Electrical Engineering, Faculty of Engineering, Universitas Negeri Semarang, Jawa Tengah, Indonesia

  (4) Departement of Electrical Engineering, Faculty of Engineering, Universitas Negeri Semarang, Jawa Tengah, Indonesia

  (5) Departement of Electrical Engineering, Faculty of Engineering, Universitas Negeri Semarang, Jawa Tengah, Indonesia

  DOI : 10.15408/jti.v19i2.50557

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  309-321

• Comparative Multidimensional Risk Analysis of Stock and Cryptocurrency Returns Using Factor Analysis and Logistic Regression

  Mohammad Sufa Ammar Habibi ⁽¹⁾ , Amri Muhaimin ⁽²⁾ , Muhammad Nasrudin ⁽³⁾

  (1) Universitas Pembangunan Nasional "Veteran" Jawa Timur, Surabaya, Indonesia

  (2) Universitas Pembangunan Nasional "Veteran" Jawa Timur, Surabaya, Indonesia

  (3) Universitas Pembangunan Nasional "Veteran" Jawa Timur, Surabaya, Indonesia

  DOI : 10.15408/jti.v19i2.50858

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  322-337

• Forecasting Next-Day TLKM Stock Prices Using Linear and Nonlinear Machine Learning Models: A Case Study of PT Telekomunikasi Indonesia Tbk

  Edwin Setiawan Nugraha ⁽¹⁾ , Azizah Dwi Aprilia ⁽²⁾ , Samsul Arifin ⁽³⁾ , Norani Saro ⁽⁴⁾

  (1) Department of Actuarial Science, President University, Indonesia

  (2) Department of Actuarial Science, President University, Indonesia

  (3) Department of Data Science, Institut Teknologi Sains Bandung, Indonesia

  (4) Faculty of Humanities dan Education, UNITAR International University, Malaysia

  DOI : 10.15408/jti.v19i2.50156

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  338-349

• AI-Driven Software Testing for a Test Center of Excellence: A Systematic Mapping and Evidence Synthesis

  Ali Ahmad ⁽¹⁾

  (1) System and Information Technology Study Program, Faculty of Science and Technology, University of Darunnajah, Jakarta, Indonesia

  DOI : 10.15408/jti.v19i2.53564

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  350-364

• Leveraging AI for Higher Education Human Resources:A Systematic Literature Review

  Maria Veronica ⁽¹⁾ , Wendi Usino ⁽²⁾ , Arief Wibowo ⁽³⁾

  (1) Informatic System Study Program, Institut Teknologi dan Bisnis PalComTech, Indonesia

  (2) Computer Science Study Program, Faculty of Information Technology, Universitas Budi Luhur, Indonesia

  (3) Computer Science Study Program, Faculty of Information Technology, Universitas Budi Luhur, Indonesia

  DOI : 10.15408/jti.v19i2.51820

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  365-375

• YOLOv11 and Faster R-CNN for Palm Fruit Ripeness Detection: Consistent Class-Level Difficulty with Explainable AI Insights

  Queenta Paradissa Ramadhani ⁽¹⁾ , Favian Dewanta ⁽²⁾ , Teddy Surya Gunawan ⁽³⁾

  (1) Department of Electrical Engineering, Telkom University, Indonesia

  (2) Department of Electrical Engineering, Telkom University, Indonesia

  (3) Department of Electrical and Computer Engineering, International Islamic University Malaysia, Malaysia

  DOI : 10.15408/jti.v19i2.53853

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  376-389

• Design and Development of the Hello Engineer Android and Web-Based Construction Consultation Application

  Ahmad Yudi ⁽¹⁾ , Siti Rahma ⁽²⁾ , Arief Ichwani ⁽³⁾ , Ahmad Arif Apriadi ⁽⁴⁾

  (1) Teknik Sipil, Fakultas Teknik, Institut Teknologi Sumatera, Indonesia

  (2) Teknik Sipil, Fakultas Teknik, Institut Teknologi Sumatera, Indonesia

  (3) Teknik Informatika, Fakultas Teknik, Institut Teknologi Sumatera, Indonesia

  (4) Department of Civil Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok, Thailand

  DOI : 10.15408/jti.v19i2.53883

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  390-400

• LARVA-Net: A Bio-Inspired Recursive Attention Model for IoT-Based Microclimate Prediction in Black Soldier Fly Insectariums

  Yunita Sartika Sari ⁽¹⁾ , Kusrini Kusrini ⁽²⁾ , Ema Utami ⁽³⁾ , Ferry Wahyu Wibowo ⁽⁴⁾

  (1) Department of Informatics Doctorate, Universitas Amikom Yogyakarta, Indonesia

  (2) Department of Informatics Doctorate, Universitas Amikom Yogyakarta, Indonesia

  (3) Department of Informatics Doctorate, Universitas Amikom Yogyakarta, Indonesia

  (4) Department of Informatics Doctorate, Universitas Amikom Yogyakarta, Indonesia

  DOI : 10.15408/jti.v19i2.54220

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  401-411

• Design and Development of Pakai Lagi: Buyer-Centered Interface for Second-Hand Marketplace

  Dadan Rahmat ⁽¹⁾ , Hapini Awang ⁽²⁾ , Laili Wahyunita ⁽³⁾ , Sintia Pebrianti ⁽⁴⁾

  (1) Information Technology Education, Faculty of Teacher Training and Education, Universitas Muhammadiyah Sukabumi, Indonesia

  (2) Institute for Advanced and Smart Digital Opportunities, School of Computing, Universiti Utara Malaysia

  (3) Department of Sharia Economic Law (Muamalah), Faculty of Sharia, State Islamic University (UIN) Palangkaraya, Indonesia

  (4) Information Technology Education, Faculty of Teacher Training and Education, Universitas Muhammadiyah Sukabumi, Indonesia

  DOI : 10.15408/jti.v19i2.53694

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  412-421

• Web-Based Disaster Relief Inventory Management Information System: Development and User-Acceptance Evaluation at BPBD South Sorong Regency

  Penni Veronika ⁽¹⁾ , Fabiana Rosalinna Kore ⁽²⁾

  (1) Computer Science, Universitas Werisar, South Sorong, Southwest Papua, Indonesia

  (2) Master of Education, Faculty of Education, University of Melbourne, Melbourne, Victoria, Australia

  DOI : 10.15408/jti.v19i2.54333

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  422-435

• LPG Gas Leakage Detection and Control System Using ESP32 with Automated Solenoid Valve and Telegram Integration

  Nurhayati ⁽¹⁾ , Kayla Nazelika ⁽²⁾ , Fakhriyah Nabilah ⁽³⁾ , Maulana Yusuf ⁽⁴⁾ , Ammar Hilmy Ramzy ⁽⁵⁾

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

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

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

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

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

  DOI : 10.15408/jti.v19i2.54176

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  436-447

• A Hybrid Fuzzy–Neural Decision-Support Framework for Graduate Learning Outcome Attainment Evaluation in a Computer Science Program

  Suendri ⁽¹⁾ , Ratni Sirait ⁽²⁾ , Ilka Zufria ⁽³⁾

  (1) Universitas Islam Negeri Sumatera Utara, Medan, Indonesia

  (2) Universitas Islam Negeri Sumatera Utara, Medan, Indonesia

  (3) Universitas Islam Negeri Sumatera Utara, Medan, Indonesia

  DOI : 10.15408/jti.v19i2.54389

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  448-461

• Interpretable Machine Learning for Narrative Framing Classification: A TF-IDF-Based Study of Frankenstein

  Luthfiana Dwi Rakhmawati ⁽¹⁾ , Rusdi Aulia Romadhon ⁽²⁾ , Kiki Adnan Muzaki ⁽³⁾ , Anna Nurawalia ⁽⁴⁾ , Dewi Aprilia Ningrum ⁽⁵⁾

  (1) English Literature, Faculty of Adab and Humanities, UIN Syarif Hidayatullah Jakarta, Indonesia

  (2) Informatics Engineering, Faculty of Science and Technology, UIN Syarif Hidayatullah Jakarta, Indonesia

  (3) Religious Studies Department, University of California, Riverside, USA

  (4) English Language Department, Politeknik Bau-Bau, Indonesia

  (5) Centre for Planners' Development, Education, and Training (Pusbindiklatren), Ministry of National Development Planning/Bappenas

  DOI : 10.15408/jti.v19i2.54477

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  462-481

• Comparative Analysis of GridSearchCV and RandomSearchCV for LightGBM-Based Stunting Prediction Using (MICS6) Bangladesh 2019 Data

  Fitri Mintarsih ⁽¹⁾ , Nisrina Nurani Anwar ⁽²⁾ , Andrew Fiade ⁽³⁾ , Victor Amrizal ⁽⁴⁾ , Hendra Bayu Suseno ⁽⁵⁾

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

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

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

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

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

  DOI : 10.15408/jti.v19i2.54321

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  482-494

• Segmenting QRIS Readiness Among Traditional Market Traders Using Technology Readiness Index 2.0 and K-Means Clustering

  Harvard Kaunang Najoan ⁽¹⁾ , Florinda Renda Maria Langitan ⁽²⁾ , Ryalest Maydio Balylo Boka ⁽³⁾

  (1) Department of Electrical Engineering, Faculty of Industrial Technology, Minaesa Institute of Technology, Indonesia

  (2) Department of Electrical Engineering, Faculty of Industrial Technology, Minaesa Institute of Technology, Indonesia

  (3) Department of Electrical Engineering, Faculty of Industrial Technology, Minaesa Institute of Technology, Indonesia

  DOI : 10.15408/jti.v19i2.53783

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  495-508