Vol. 18 No. 2: JURNAL TEKNIK INFORMATIKA

ARTICLES

• Sentiment Analysis of Pospay Application Reviews Using the Bert Deep Learning Method

  Erna Mulyati ⁽¹⁾ , Muhammad Ibnu Choldun Rachmatullah ⁽²⁾ , Adri Sapta Firmansyah ⁽³⁾

  (1) Universitas Logistik dan Bisnis Internasional, Bandung, Indonesia

  (2) Universitas Logistik dan Bisnis Internasional, Bandung, Indonesia

  (3) Universitas Pendidikan Indonesia, Bandung, Indonesia

  DOI : 10.15408/jti.v18i2.41116

  Abstract View : 935 PDF downloads : 1065

  PDF

  173-183

• Voice Spoofing Classification Using Residual Bidirectional Long Short Term Memory

  Fatan Kasyidi ⁽¹⁾ , Rifaz Muhammad Sukma ⁽²⁾ , Annisa Mufidah Sopian ⁽³⁾ , Dhika Rizki Anbiya ⁽⁴⁾

  (1) Departement of Informatics, Faculty of Science and Informatics, Jenderal Achmad Yani University, Indonesia

  (2) Departement of Informatics, Faculty of Science and Informatics, Jenderal Achmad Yani University, Indonesia

  (3) Departement of Informatics, Faculty of Science and Informatics, Jenderal Achmad Yani University, Indonesia

  (4) Pusat Riset Kecerdasan Artifisial dan Keamanan Siber, Organisasi Riset Elektronika dan Informatika, BRIN, Indonesia

  DOI : 10.15408/jti.v18i2.43281

  Abstract View : 500 PDF downloads : 439

  PDF

  184-195

• Evaluating BiLSTM  Performance with BERT, RoBERTa, and DistilBERT in Online Bullying News Detection

  Moh. Rosidi Zamroni ⁽¹⁾ , Miftahus Sholihin ⁽²⁾ , Erna Hayati ⁽³⁾ , Rahayu A Hamid ⁽⁴⁾ , Nurul Aswa Omar ⁽⁵⁾

  (1) Informatics Engineering, Faculty of Science and Technology, Lamongan Islamic University, Indonesia

  (2) Informatics Engineering, Faculty of Science and Technology, Lamongan Islamic University, Indonesia

  (3) Accounting (Statistics), Faculty of Economics and Business, Lamongan Islamic University, Indonesia

  (4) Informatics Engineering, Faculty of Science and Technology, Tun Hussein Onn University Malaysia

  (5) Informatics Engineering, Faculty of Science and Technology, Tun Hussein Onn University Malaysia

  DOI : 10.15408/jti.v18i2.42459

  Abstract View : 581 PDF downloads : 436

  PDF

  196-208

• Evaluating User Satisfaction in The Halodoc Application Using a Hybrid CNN-BiLTSM Model for Sentiment Analysis

  Dian Kurniasari ⁽¹⁾ , Arif Su'admaji ⁽²⁾ , Favorisen Rosyking Lumbanraja ⁽³⁾ , Warsono ⁽⁴⁾

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

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

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

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

  DOI : 10.15408/jti.v18i2.42762

  Abstract View : 475 PDF downloads : 353

  PDF

  209-225

• Addressing Class Imbalance in Machine Learning for Predicting On-Time Student Graduation at The Islamic University of Riau

  Akmar Efendi ⁽¹⁾ , Sarjon Defit ⁽²⁾

  (1) Department of Informatics Engineering, Faculty of Engineering, Universitas Islam Riau

  (2) Department of Information Technology, Faculty of Computer Science, Universitas Putra Indonesia YPTK

  DOI : 10.15408/jti.v18i2.45913

  Abstract View : 470 PDF downloads : 333

  PDF

  226-235

• Back-End Development of an Interactive Dashboard with Real-Time API Integration for Chili Plant Monitoring in Precision Agriculture

  Azwar Farrel Wirasena ⁽¹⁾ , Hanif Fakhrurroja ⁽²⁾ , Dita Pramesti ⁽³⁾

  (1) Information System Study Program, School of Industrial Engineering, Telkom University

  (2) Information System Study Program, School of Industrial Engineering, Telkom University

  (3) Information System Study Program, School of Industrial Engineering, Telkom University

  DOI : 10.15408/jti.v18i2.46450

  Abstract View : 436 PDF downloads : 289

  PDF

  236-247

• Uncovering Hidden Themes in Indie Music: Crisp-Dm Guided LDA Topic Modeling on a Kaggle-Based Lyric Generation Dataset

  Thoyyibah T ⁽¹⁾ , Yan Mitha Djaksana ⁽²⁾

  (1) Information System Management Department, BINUS Graduate Program- Master of Information System Management, University of Bina Nusantara, Indonesia

  (2) Information Technology Program, Faculty of Computer Science, Pamulang University, Indonesia

  DOI : 10.15408/jti.v18i2.46643

  Abstract View : 523 PDF downloads : 282

  PDF

  248-256

• Public Sentiment and GoTo Stock Price Movement in Indonesia: A Null-Relationship Study Using Naïve Bayes and Non-Parametric Measures

  Dita Pramesti ⁽¹⁾ , Hanif Fakhrurroja ⁽²⁾ , Rahma Karina M. ⁽³⁾

  (1) Information System Study Program, School of Industrial Engineering, Telkom University, Indonesia

  (2) Information System Study Program, School of Industrial Engineering, Telkom University, Indonesia

  (3) Information System Study Program, School of Industrial Engineering, Telkom University, Indonesia

  DOI : 10.15408/jti.v18i2.46447

  Abstract View : 553 PDF downloads : 226

  PDF

  257-269

• IMU-Based Early Warning System for Driver Drowsiness Detection via Head Movement Analysis

  Desi Nurnaningsih ⁽¹⁾ , Kuswowo Adi ⁽²⁾ , Bayu Surarso ⁽³⁾

  (1) Doctoral Program in Information Systems, School of Postgraduate Studies, Diponegoro University, Indonesia.

  (2) Department of Physics, Faculty of Science and Mathematics, Diponegoro University, Indonesia

  (3) Department of Mathematics, Faculty of Science and Mathematics, Diponegoro University, Indonesia

  DOI : 10.15408/jti.v18i2.45271

  Abstract View : 651 PDF downloads : 355

  PDF

  270-280

• VARFIS: A Hybrid Neuro-Fuzzy Model for Intelligent Microclimate Control in Black Soldier Fly Farming Systems

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

  (1) Department of Informatics Doctorate, University of AMIKOM Yogyakarta, Indonesia

  (2) Department of Informatics Doctorate, University of AMIKOM Yogyakarta, Indonesia

  (3) Department of Informatics Doctorate, University of AMIKOM Yogyakarta, Indonesia

  (4) Department of Informatics Doctorate, University of AMIKOM Yogyakarta, Indonesia

  DOI : 10.15408/jti.v18i2.46610

  Abstract View : 403 PDF downloads : 164

  PDF

  281-291

• Food Image Classification and Recipe Recommendation for South Sumatran Cuisine Using EfficientNetB1

  Farhah Salsabillah ⁽¹⁾ , Ade Silvia Handayani ⁽²⁾ , Nurhajar Anugraha ⁽³⁾

  (1) Department of Electrical Engineering, Telecommunication Engineering, Sriwijaya State Polytechnic, Indonesia

  (2) Department of Electrical Engineering, Telecommunication Engineering, Sriwijaya State Polytechnic, Indonesia

  (3) Department of Electrical Engineering, Telecommunication Engineering, Sriwijaya State Polytechnic, Indonesia

  DOI : 10.15408/jti.v18i2.46449

  Abstract View : 454 PDF downloads : 299

  PDF

  292-302

• Sentiment Classification in Imbalanced Data: Trade-Offs Between Metrics and Real-World Relevance

  Indra Swanto Ritonga ⁽¹⁾ , Wanayumini ⁽²⁾ , Dedy Hartama ⁽³⁾

  (1) Master of Computer Science, Faculty of Computer Science, Potensi Utama University, Indonesia

  (2) Informatics Engineering, Faculty of Engineering, Asahan University, Indonesia

  (3) Information System, STIKOM Tunas Bangsa, Indonesia

  DOI : 10.15408/jti.v18i2.46652

  Abstract View : 680 PDF downloads : 318

  PDF

  303-315

• Use Case Point Activity-Based Costing and Adjusted Function Point for Software Cost Estimation

  Ahmad Fauzan Haryono ⁽¹⁾ , Andria Farhan ⁽²⁾ , Dewi Khairani ⁽³⁾ , Supardi Razak ⁽⁴⁾ , Fitri Mintarsih ⁽⁵⁾

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

  (2) Informatics Engineering, Faculty of Science and Technology,Universitas Islam Negeri Syarif Hidayatullah Jakarta, Indonesia

  (3) Informatics Engineering, Faculty of Science and Technology, Universitas Islam Negeri Syarif Hidayatullah Jakarta, Indonesia

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

  (5) Informatics Engineering, Faculty of Science and Technology,Universitas Islam Negeri Syarif Hidayatullah Jakarta, Indonesia

  DOI : 10.15408/jti.v18i2.46669

  Abstract View : 408 PDF downloads : 282

  PDF

  310-326

• Real-Time Retail Shelf-Stock Detection with YOLOv7

  Annies Alquratu SeptriaPS ⁽¹⁾ , Ade Silvia Handayani ⁽²⁾ , Nasron Nasron ⁽³⁾

  (1) Department of Electrical Engineering, Applied Bachelor Program in Telecommunication Engineering, State Polytechnic of Sriwijaya, Indonesia

  (2) Department of Electrical Engineering, Applied Bachelor Program in Telecommunication Engineering, State Polytechnic of Sriwijaya, Indonesia

  (3) Department of Electrical Engineering, Applied Bachelor Program in Telecommunication Engineering, State Polytechnic of Sriwijaya, Indonesia

  DOI : 10.15408/jti.v18i2.46448

  Abstract View : 669 PDF downloads : 307

  PDF

  327-338

• Sentiment Analysis of Twitter Discussions About Lampung Robusta Coffee: A Comparative Study of Machine Learning Algorithms with SVM as The Optimal Model

  Yodhi Yuniarthe ⁽¹⁾ , Admi Syarif ⁽²⁾ , Imam Marzuki Shofi ⁽³⁾ , Fatimah Fahurian ⁽⁴⁾

  (1) Department of Informatics, Faculty of Computer, Indonesia Mitra University, Indonesia

  (2) Department of Computer Science-Faculty of Mathematics and Natural Sciences, Lampung University, Indonesia

  (3) Department of Informatics, Faculty of Science and Technology, UIN Syarif Hidayatullah Jakarta, Indonesia

  (4) Department of Information System, Faculty of Computer, Indonesia Mitra University, Indonesia

  DOI : 10.15408/jti.v18i2.41316

  Abstract View : 508 PDF downloads : 329

  PDF

  339-349

• Implementation of IoT Technology on MySmartTrash Waste Bank Application

  Viva Arifin ⁽¹⁾ , Siti Ummi Masruroh ⁽²⁾ , Rizka Amalia Putri ⁽³⁾ , Fitri Mintarsih ⁽⁴⁾ , Nenny Anggraini ⁽⁵⁾ , Nurhayati ⁽⁶⁾ , Dewi Khairani ⁽⁷⁾

  (1) Faculty of Science and Technology, Universitas Islam Negeri Syarif Hidayatullah Jakarta, Indonesia

  (2) Faculty of Science and Technology, Universitas Islam Negeri Syarif Hidayatullah Jakarta, Indonesia

  (3) Faculty of Science and Technology, Universitas Islam Negeri Syarif Hidayatullah Jakarta, Indonesia

  (4) Faculty of Science and Technology, Universitas Islam Negeri Syarif Hidayatullah Jakarta, Indonesia

  (5) Faculty of Science and Technology, Universitas Islam Negeri Syarif Hidayatullah Jakarta, Indonesia

  (6) Faculty of Science and Technology, Universitas Islam Negeri Syarif Hidayatullah Jakarta, Indonesia

  (7) Faculty of Science and Technology, Universitas Islam Negeri Syarif Hidayatullah Jakarta, Indonesia

  DOI : 10.15408/jti.v18i2.46673

  Abstract View : 492 PDF downloads : 295

  PDF

  350-360