Vol. 18 No. 1: JURNAL TEKNIK INFORMATIKA

ARTICLES

• Application of the ELECTRE I and ELECTRE IS Method to Optimize Maize Seed Selection in Cameroon: A Multi-Criteria Approach

  Tanone Demas ⁽¹⁾ , Guidana Gazawa Fréderic ⁽²⁾ , Yaboki Elisabeth ⁽³⁾

  (1) University of Ngaoundéré Cameroon

  (2) University of Ngaoundéré Cameroon

  (3) Institute for Agricultural Research and Development (IRAD) Wakwa

  DOI : 10.15408/jti.v18i1.41903

  Abstract View : 211 PDF downloads : 206

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  1-11

• Optimizing Naïve Bayes Method for Felder-Silverman Learning Style Model Identification

  Hanatyani Nur Asmi ⁽¹⁾ , Slamet Risnanto ⁽²⁾ , Othman Bin Mohd ⁽³⁾

  (1) Informatics Engineering Study Program, Faculty of Engineering, Universitas Sanga Buana

  (2) Informatics Engineering Study Program, Faculty of Engineering, Universitas Sanga Buana

  (3) Faculty of Information and Communication Technology, Universiti Teknikal Malaysia

  DOI : 10.15408/jti.v18i1.40936

  Abstract View : 236 PDF downloads : 172

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  12-21

• Hybrid Logistic Super Newton Model for Predicting Small Sample Size Data

  Nurmalitasari Nurmalitasari ⁽¹⁾ , Zalizah Awang Long ⁽²⁾ , Nurchim Nurchim ⁽³⁾

  (1) Information System, Faculty of Computer Science, Duta Bangsa University Surakarta

  (2) Malaysian Institute Information Technology, Kuala Lumpur University

  (3) Informatics Engineering, Faculty of Computer Science, Duta Bangsa University Surakarta

  DOI : 10.15408/jti.v18i1.43929

  Abstract View : 205 PDF downloads : 198

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  22-31

• Syllable-Based Javanese Speech Recognition Using MFCC and CNNs: Noise Impact Evaluation

  Hermanto Hermanto ⁽¹⁾ , Tjong Wan Sen ⁽²⁾

  (1) Department of information Technology, Faculty of Computing President University

  (2) Department of information Technology, Faculty of Computing President University

  DOI : 10.15408/jti.v18i1.41067

  Abstract View : 232 PDF downloads : 303

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  32-42

• Design and Development of the Koperasi Bintang Tapanuli (KBT) Ticket Ordering System

  Hernawati Samosir ⁽¹⁾ , Monica Silaban ⁽²⁾ , Resa Halen Manurung ⁽³⁾ , Elisabeth Uli Tambunan ⁽⁴⁾ , Juan Saut Pandapotan Sitorus ⁽⁵⁾

  (1) Information Technology, Faculty of Vocational Studies, Del Institute of Technology

  (2) Information Technology, Faculty of Vocational Studies, Del Institute of Technology

  (3) Information Technology, Faculty of Vocational Studies, Del Institute of Technology

  (4) Information Technology, Faculty of Vocational Studies, Del Institute of Technology

  (5) Information Technology, Faculty of Vocational Studies, Del Institute of Technology

  DOI : 10.15408/jti.v18i1.38949

  Abstract View : 210 PDF downloads : 163

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  43-52

• Challenges and Strategies in Forensic Investigation: Leveraging Technology for Digital Security Using Log/Event Analysis Method

  Ammar Yasir Nasution ⁽¹⁾ , Hartono Hartono ⁽²⁾ , Rika Rosnelly ⁽³⁾

  (1) Computer Science, Computer Science and Engineering, Potensi Utama University

  (2) Computer Science, Computer Science and Engineering, Medan Area University

  (3) Computer Science, Computer Science and Engineering, Potensi Utama University

  DOI : 10.15408/jti.v18i1.42815

  Abstract View : 286 PDF downloads : 273

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  53-63

• Online Shop Product Sales Prediction Using Multilayer Perceptron Algorithm

  Erica Rian Safitri ⁽¹⁾ , Lili Tanti ⁽²⁾ , Wanayumini Wanayumini ⁽³⁾

  (1) Computer Science, Computer Science and Engineering, Potensi Utama University

  (2) Computer Science, Computer Science and Engineering, Potensi Utama University

  (3) Computer Science, Computer Science and Engineering, Potensi Utama University

  DOI : 10.15408/jti.v18i1.44286

  Abstract View : 219 PDF downloads : 265

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  64-76

• Anomaly Detection in Computer Networks Using Isolation Forest in Data Mining

  Hartati Tammamah Lubis ⁽¹⁾ , Roslina Roslina ⁽²⁾ , Lili Tanti ⁽³⁾

  (1) Computer Science, Computer Science and Engineering, Potensi Utama University

  (2) Computer Science, Computer Science and Engineering, Potensi Utama University

  (3) Computer Science, Computer Science and Engineering, Potensi Utama University

  DOI : 10.15408/jti.v18i1.44285

  Abstract View : 421 PDF downloads : 373

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  77-86

• Impact of Hyperparameter Tuning on CNN-Based Algorithm for MRI Brain Tumor Classification

  Muhammad Nasri Gea ⁽¹⁾ , Wanayumini Wanayumini ⁽²⁾ , Rika Rosnelly ⁽³⁾

  (1) Computer Science, Computer Science and Engineering, Potensi Utama University

  (2) Computer Science, Computer Science and Engineering, Asahan University

  (3) Computer Science, Faculty of Engineering And Computer Science,Potensi Utama University

  DOI : 10.15408/jti.v18i1.44147

  Abstract View : 251 PDF downloads : 218

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  87-100

• Adaptive Hint Generation for Educational Games Using Fuzzy Logic

  Anggina Primanita ⁽¹⁾ , Hadipurnawan Satria ⁽²⁾ , Muhammad Qurhanul Rizqie ⁽³⁾ , Ananda Haykel Iskandar ⁽⁴⁾ , Wibisena Nugraha ⁽⁵⁾

  (1) Informatics Department, Computer Science Faculty, Sriwijaya University

  (2) Informatics Department, Computer Science Faculty, Sriwijaya University

  (3) Informatics Department, Computer Science Faculty, Sriwijaya University

  (4) Informatics Department, Computer Science Faculty, Sriwijaya University

  (5) Informatics Department, Computer Science Faculty, Sriwijaya University

  DOI : 10.15408/jti.v18i1.41893

  Abstract View : 238 PDF downloads : 167

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  101-110

• Comparison of Hyperparameter Tuning Methods for Optimizing K-Nearest Neighbor Performance in Predicting Hypertension Risk

  Dimas Trianda ⁽¹⁾ , Dedy Hartama ⁽²⁾ , Solikhun Solikhun ⁽³⁾

  (1) Informatics Engineering Study Program, STIKOM Tunas Bangsa

  (2) Information Systems Study Program, STIKOM Tunas Bangsa

  (3) Informatics Engineering Study Program, STIKOM Tunas Bangsa

  DOI : 10.15408/jti.v18i1.42260

  Abstract View : 298 PDF downloads : 214

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  111-121

• Evaluation of An Existing System Using The System Usability Scale (SUS) as A Guideline for System Improvement

  M. Khairul Anam ⁽¹⁾ , Susanti Susanti ⁽²⁾ , Nurjayadi Nurjayadi ⁽³⁾ , Fransiskus Zoromi ⁽⁴⁾ , Atalya Kurnia Sari ⁽⁵⁾

  (1) Department of Informatics, Faculty of Engineering, Samudra University

  (2) Department of Informatics Engineering, Indonesian University of Science and Technology

  (3) Department of Informatics Engineering, Indonesian University of Science and Technology

  (4) Department of Information System, Indonesian University of Science and Technology

  (5) Department of Business Digital, Indraprasta PGRI University

  DOI : 10.15408/jti.v18i1.40766

  Abstract View : 1030 PDF downloads : 532

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  122-132

• Feature Extraction Using Mel-Frequency Cepstral Coefficients (MfCC) Technique For A Tajweed Guess Based on Android Application Development

  Khodijah Hulliyah ⁽¹⁾ , Lilik Ummi Kultsum ⁽²⁾ , Wahyu Hendarto Wibowo ⁽³⁾ , Anif Hanifa Setianingrum ⁽⁴⁾ , Arini Arini ⁽⁵⁾ , Yusuf Durachman ⁽⁶⁾

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

  (2) Department of Quran and Tafsir Faculty of Ushuluddin, Syarif Hidayatullah State Islamic University Jakarta

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

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

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

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

  DOI : 10.15408/jti.v18i1.44721

  Abstract View : 356 PDF downloads : 190

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  133-142

• Classification of Coconut Fruit Quality Using The K-Nearest Neighbour (K-NN) Method Based on Feature Extraction: Color, Shape, and Texture

  Sucinda Kardena ⁽¹⁾ , Fildza Izzati ⁽²⁾ , Rusdah Rusdah ⁽³⁾

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

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

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

  DOI : 10.15408/jti.v18i1.41225

  Abstract View : 264 PDF downloads : 189

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  143-156

• Detection of Vulgarity in Anime Character: Implementation of Detection Transformer

  Amalia Suciati ⁽¹⁾ , Dian Kartika Sari ⁽²⁾ , Andi Prademon Yunus ⁽³⁾ , Nuuraan Rizqy Amaliah ⁽⁴⁾

  (1) Informatics Engineering, Telkom University

  (2) Data Science, Telkom University

  (3) Informatics of Engineering, Faculty of Informatics

  (4) Priory St, Coventry CV1 5FB, United Kingdom

  DOI : 10.15408/jti.v18i1.46064

  Abstract View : 292 PDF downloads : 135

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  157-165

• Small Object Detection and Object Counting for Primary Roe Dataset Based on Yolo

  Wahyu Andi Saputra ⁽¹⁾ , Nicolaus Euclides Wahyu Nugroho ⁽²⁾ , Dany Candra Febrianto ⁽³⁾ , Andi Prademon Yunus ⁽⁴⁾ , Muhammad Azrino Gustalika ⁽⁵⁾ , Yit Hong Choo ⁽⁶⁾

  (1) Department of Informatics Engineering,Telkom University Purwokerto

  (2) Department of Informatics Engineering,Telkom University Purwokerto

  (3) Department of Informatics Engineering,Telkom University Purwokerto

  (4) Department of Informatics Engineering,Telkom University Purwokerto

  (5) Department of Informatics Engineering,Telkom University Purwokerto

  (6) Deakin University, Pigdons Road, Waurn Ponds, Australia

  DOI : 10.15408/jti.v18i1.46063

  Abstract View : 242 PDF downloads : 146

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  166-172