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All Journal Journal of Information System Jurnal Sains Dan Teknologi (SAINTEKBU) ABDIMAS SILIWANGI Jurnal Intake : Jurnal Penelitian Ilmu Teknik dan Terapan GANDRUNG: Jurnal Pengabdian Kepada Masyarakat Jurnal Tunas ALINIER: Journal of Artificial Intelligence & Applications SinarFe7 KREATIF: Jurnal Pengabdian Masyarakat Nusantara International Journal of Electrical and Intelligent Engineering Jurnal JEETech
Ahmad Izzuddin
Fakultas Teknik, Universitas Panca Marga
Arts Humanities Automotive Engineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Health Professions Industrial & Manufacturing Engineering Law, Crime, Criminology & Criminal Justice Library & Information Science Mechanical Engineering Physics Social Sciences Other

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Rekonfigurasi Jaringan Menggunakan Binary Particle Swarm Optimization (BPSO) Pada Penyulang Suryagraha Diana Mulya Dewi; Nuzul Hikmah; Imam Marzuki; Ahmad Izzuddin
Jurnal JEETech Vol. 1 No. 1 (2020): Nomor 1 May
Publisher : Universitas Darul Ulum

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.48056/jeetech.v1i1.4

Abstract

A radial distribution electrical network at a certain distance will have a large voltage loss due to conductive losses, especially at the endpoint. The tip voltage is determined by the distance of the distribution and the amount of load. The form of configuration also affects the amount of power loss and voltage loss. So that a good configuration is needed in order to obtain good efficiency. Reconfiguration of the distribution network is used to reset the network configuration form by opening and closing switches on the distribution network. Reconfiguration is expected to reduce power losses and improve distribution system reliability. Many feeders and buses on the network if calculated manually will be difficult and require a very long time. So it is necessary to solve problems using program assistance. In this case, use Particle Swarm Optimization (PSO). Particle Swarm Optimization (PSO) algorithm based on the behavior of a herd of insects, such as ants, termites, bees, or birds. BPSO is a development of the PSO algorithm designed to solve the optimization problem in a discrete combination, where the particle takes the value of binary vectors with length n and speed which is defined as the probability of bits to reach value 1. The results show a significant reduction in losses.
Part-of-Speech Tagging Bahasa Jawa Menggunakan Model Pre-Trained Bidirectional Encoder Representation from Transformers Ahmad Izzuddin; Nuzul Hikmah; Muhammad Alvin Ajry
JOINS (Journal of Information System) Vol 11 No 1 (2026): (Desember 2025 - Mei 2026)
Publisher : Fakultas Ilmu Komputer, Universitas Dian Nuswantoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33633/joins.v11i1.14923

Abstract

Part-of-Speech Tagging (POS tagging) is the process of determining word classes in a text that is important in natural language processing. In Javanese, POS tagging is still a challenge due to limited linguistic resources and the complexity of the language. With the development of deep learning technology, the BERT (Bidirectional Encoder Representations from Transformers) fine-tuning method has been applied to classify word classes in Javanese, which is a language with limited resources. The javanese-bert-small model was trained using the UD_Javanese-CSUI dataset, and evaluated using precision, recall, F1-score, and accuracy metrics. The results showed that the model achieved good performance with an accuracy of 88,87%, and showed stability during training without significant overfitting. These findings indicate that the BERT-based approach is effective in handling word class ambiguity in Javanese and can be a stepping stone for further development in NLP systems for regional languages.
Co-Authors Agustina Widayati Ahmad Fadillah Ali As'ad Ali Masykur Ibrahim Andrik Sunyoto Dhea Pungky Precilia Diana Mulya Dewi Diana Mulya Dewi Djoko Wahyudi Dwi Putri Kartini Dyah Ariyanti Faisol Affandi Faridahtul Jannah Fitria Esa Hendra Arief Pratama Hendrik Kurniawan Hikmatul Maulidia Imam Marzuki Indro Wicaksono Ira Apriia Ira Aprilia Jauharotur Rihlah Ludfi Arya Wardana M. Rizal Wahyudi Marsetio Wahyu N Mas Ahmad Baihaqi Miranti Dian P Mohammad Iskak Elly Muhammad Alvin Ajry Muhammad Hasan Fathul Arifin Mustofa, Ihyak Nadia Putri Nisar Qurratul A'yun Noer Fika Dita Noor, Muhammad Fathuddin Nuzul Hikmah Qonita Tilla Arisandi Rahmatul Abror Ririn Indriati Ririn Indriati Riska Wulandari Rizal Wahyudi Rizqy Amalia Rudi Hartono Ryan Prayuga Ardiansyah Serlin Velinda Sriwidyawati W Syahrian Barret Y.P Syaiful Hasan Basri Tamam Asrori Tamam Asrori Tri Bagoes Pranoto Sanjoyo Tri Hardiyanto Jiwandono Yustina Suhandini Tj