Vol. 8 No. 2 (2023)

This issue has been available online since December 28, 2023. All articles in this issue (15 original research articles) were authored/co-authored by 2 countries (Indonesia and South Korea).

DOI: https://doi.org/10.15575/join.v8i2

Published: 2023-12-28

Article

Improving Indonesian Named Entity Recognition for Domain Zakat Using Conditional Random Fields

Nur Febriana Widiyanti, Department of Informatics, UIN Syarif Hidayatullah Jakarta, Indonesia, Indonesia

Husni Teja Sukmana, Department of Informatics, UIN Syarif Hidayatullah Jakarta, Indonesia, Indonesia

Khodijah Hulliyah, Department of Informatics, UIN Syarif Hidayatullah Jakarta, Indonesia, Indonesia

Dewi Khairani, Department of Informatics, UIN Syarif Hidayatullah Jakarta, Indonesia, Indonesia

Lee Kyung Oh, Department of Computer Engineering, Sun Moon University, Korea, Republic of

131-138
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DOI : 10.15575/join.v8i2.898 Abstract View : 319 PDF downloads: 310
User Experience Design and Prototypes of Mobile-based Learning Media for Children with Special Needs in the Dyslexia Category

Rian Andrian, Universitas Pendidikan Indonesia, Indonesia

Aldi Yasin, Universitas Pendidikan Indonesia, Indonesia

Rizki Hikmawan, Universitas Pendidikan Indonesia, Indonesia

Ahmad Fauzi, Universitas Pendidikan Indonesia, Indonesia

Muhamad Irwan Ramadhan, Universitas Pendidikan Indonesia, Indonesia

139-146
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DOI : 10.15575/join.v8i2.959 Abstract View : 328 PDF downloads: 275
Implementation of Dynamic Topic Modeling to Discover Topic Evolution on Customer Reviews

Valentinus Roby Hananto, Department of Information Systems, Faculty of Technology & Informatics, Universitas Dinamika, Indonesia

https://orcid.org/0000-0003-1988-3168

147-157
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DOI : 10.15575/join.v8i2.963 Abstract View : 330 PDF downloads: 282
Artificial Neural Network for Classification Task in Tabular Datasets and Image Processing: A Systematic Literature Review

Adi Zaenul Mustaqim, Department of Computer Science and Electronics, Faculty of Mathematics and Natural Sciences, Universitas Gadjah Mada, Indonesia

Nurdana Ahmad Fadil, Department of Computer Science and Electronics, Faculty of Mathematics and Natural Sciences, Universitas Gadjah Mada, Indonesia

Dyah Aruming Tyas, Department of Computer Science and Electronics, Faculty of Mathematics and Natural Sciences, Universitas Gadjah Mada, Indonesia

158-168
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DOI : 10.15575/join.v8i2.1002 Abstract View : 326 PDF downloads: 234
The Impact of Data Augmentation Techniques on the Recognition of Script Images in Deep Learning Models

Wulan Sapitri, Intelligent Systems Research Group, Faculty of Sains Technology, Universitas Bina Darma; Information Systems Department, Faculty of Science and Technology, Universitas Bina Darma, Indonesia

Yesi Novaria Kunang, Intelligent Systems Research Group, Faculty of Sains Technology, Universitas Bina Darma; Information Systems Department, Faculty of Science and Technology, Universitas Bina Darma, Indonesia

Ilman Zuhri Yadi, Intelligent Systems Research Group, Faculty of Sains Technology, Universitas Bina Darma; Information Systems Department, Faculty of Science and Technology, Universitas Bina Darma, Indonesia

Mahmud Mahmud, Software Developer, OXY creative. Inc, Jakarta, Indonesia

169-176
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DOI : 10.15575/join.v8i2.1073 Abstract View : 254 PDF downloads: 196
Development of Augmented Reality Programming Language using Agile Scrum Methodology

Ade Bastian, Department of Informatics, Universitas Majalengka, Indonesia

https://orcid.org/0000-0001-7257-1185

Sarmidi, Universitas Muhammadiyah Tasikmalaya, Indonesia, Indonesia

Dadan Zaliluddin, Department of Informatics, Universitas Majalengka, Indonesia

Mochammad Bagasnanda Firmansyah, Department of Informatics, Universitas Majalengka, Indonesia

177-185
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DOI : 10.15575/join.v8i2.1133 Abstract View : 346 PDF downloads: 228
Designing a Virtual Campus Tour using Image Stitching Techniques to Provide Information on College Entrance Test

Ferzha Putra Utama, Sistem Informasi, Fakultas Teknik, Universitas Bengkulu, Indonesia

http://orcid.org/0000-0001-8662-1040

Andang Wijanarko, Information System, Faculty of Engineering, University of Bengkulu, Indonesia

Jemmi Alfarobi, Informatics, Faculty of Engineering, University of Bengkulu, Indonesia

186-193
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DOI : 10.15575/join.v8i2.1030 Abstract View : 230 PDF downloads: 162
XGBoost and Convolutional Neural Network Classification Models on Pronunciation of Hijaiyah Letters According to Sanad

Aaz Muhammad Hafidz Azis, School of Computing, Telkom University, Indonesia

Dessi Puji Lestari, School of Electrical Engineering and Informatics, Bandung Institute of Technology, Indonesia

194-203
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DOI : 10.15575/join.v8i2.1081 Abstract View : 226 PDF downloads: 60
Analysis of Electrocardiogram Dynamic Features for Arrhythmia Classification

Yusril Ramadhan, School of Computing, Telkom University; Human Centric (HUMIC) Engineering, Telkom University, Indonesia

Satria Mandala, School of Computing, Telkom University; Human Centric (HUMIC) Engineering, Telkom University, Indonesia

204-212
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DOI : 10.15575/join.v8i2.1106 Abstract View : 167 PDF downloads: 116
Implementation of Recurrent Neural Network (RNN) for Question Similarity Identification in Indonesian Language

Muhammad Iqbal, School of Computing, Informatics, Telkom University, Bandung, Indonesia

Hasmawati, School of Computing, Informatics, Telkom University, Bandung, Indonesia, Indonesia

Ade Romadhony, School of Computing, Informatics, Telkom University, Bandung, Indonesia, Indonesia

213-221
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DOI : 10.15575/join.v8i2.1138 Abstract View : 196 PDF downloads: 133
Automate IGP and EGP Routing Protocol Configuration using a Network Automation Library

Yuansa Alfaresa, Department of Telecommunication Engineering, Institut Teknologi Telkom Purwokerto, Indonesia

Bongga Arifwidodo, Department of Telecommunication Engineering, Institut Teknologi Telkom Purwokerto, Indonesia

Fauza Khair, Department of Telecommunication Engineering, Institut Teknologi Telkom Purwokerto, Indonesia

222-231
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DOI : 10.15575/join.v8i2.1157 Abstract View : 197 PDF downloads: 159
YOLOv5 and U-Net-based Character Detection for Nusantara Script

Agi Prasetiadi, Institut Teknologi Telkom Purwokerto, Indonesia

Julian Saputra, Institut Teknologi Telkom Purwokerto, Indonesia

Iqsyahiro Kresna, Institut Teknologi Telkom Purwokerto, Indonesia

Imada Ramadhanti, Institut Teknologi Telkom Purwokerto, Indonesia

232-241
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DOI : 10.15575/join.v8i2.1180 Abstract View : 293 PDF downloads: 257
Classification of Bulughul Maraam Categories: Prohibitions, Recommendations, and Information Using Extreme Learning Machine and Fasttext

Rissa Handayani, Fakultas Teknologi dan Informasi Ars University, Indonesia

Ina Najiyah, Fakultas Teknologi dan Informasi Ars University, Indonesia

Dirga Wisnuwardana, Fakultas Teknologi dan Informasi Ars University, Indonesia

242-251
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DOI : 10.15575/join.v8i2.1205 Abstract View : 227 PDF downloads: 132
Retweet Prediction Using Multi-Layer Perceptron Optimized by The Swarm Intelligence Algorithm

Jondri Jondri, Telkom University, Indonesia

Indwiarti Indwiarti, Telkom University, Indonesia

Dyas Puspandari, Telkom University, Indonesia

252-260
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DOI : 10.15575/join.v8i2.1193 Abstract View : 136 PDF downloads: 112
Optimizing YOLOv8 for Real-Time CCTV Surveillance: A Trade-off Between Speed and Accuracy

Muhammad Rizqi Sholahuddin, Department of Computer and Informatics, Politeknik Negeri Bandung, Bandung, Indonesia

Maisevli Harika, Department of Computer and Informatics, Politeknik Negeri Bandung, Bandung, Indonesia

Iwan Awaludin, Department of Computer and Informatics, Politeknik Negeri Bandung, Bandung; Department of Mechanical Enginering, Politeknik Negeri Bandung, Bandung, Indonesia

Yunita Citra Dewi, Department of Mechanical Enginering, Politeknik Negeri Bandung, Bandung, Indonesia

Fachri Dhia Fauzan, Department of Computer and Informatics, Politeknik Negeri Bandung, Bandung, Indonesia

Bima Putra Sudimulya, Department of Computer and Informatics, Politeknik Negeri Bandung, Bandung, Indonesia

Vandha Pradiyasma Widarta, Department of Information System, Pukyong National University, Busan, Korea, Republic of

261-270
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DOI : 10.15575/join.v8i2.1196 Abstract View : 560 PDF downloads: 134

Vol. 8 No. 2 (2023)

Article

Improving Indonesian Named Entity Recognition for Domain Zakat Using Conditional Random Fields

User Experience Design and Prototypes of Mobile-based Learning Media for Children with Special Needs in the Dyslexia Category

Implementation of Dynamic Topic Modeling to Discover Topic Evolution on Customer Reviews

Artificial Neural Network for Classification Task in Tabular Datasets and Image Processing: A Systematic Literature Review

The Impact of Data Augmentation Techniques on the Recognition of Script Images in Deep Learning Models

Development of Augmented Reality Programming Language using Agile Scrum Methodology

Designing a Virtual Campus Tour using Image Stitching Techniques to Provide Information on College Entrance Test

XGBoost and Convolutional Neural Network Classification Models on Pronunciation of Hijaiyah Letters According to Sanad

Analysis of Electrocardiogram Dynamic Features for Arrhythmia Classification

Implementation of Recurrent Neural Network (RNN) for Question Similarity Identification in Indonesian Language

Automate IGP and EGP Routing Protocol Configuration using a Network Automation Library

YOLOv5 and U-Net-based Character Detection for Nusantara Script

Classification of Bulughul Maraam Categories: Prohibitions, Recommendations, and Information Using Extreme Learning Machine and Fasttext

Retweet Prediction Using Multi-Layer Perceptron Optimized by The Swarm Intelligence Algorithm

Optimizing YOLOv8 for Real-Time CCTV Surveillance: A Trade-off Between Speed and Accuracy

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