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All Journal JATI UNIK : Jurnal Ilmiah Teknik dan Manajemen Industri JPM (Jurnal Pemberdayaan Masyarakat) JOURNAL OF APPLIED INFORMATICS AND COMPUTING JURNAL REKAYASA SISTEM INDUSTRI Jurnal Optimalisasi Jurnal Abdi Insani Abdimas Galuh: Jurnal Pengabdian Kepada Masyarakat Community Development Journal: Jurnal Pengabdian Masyarakat Jurnal Media Teknik dan Sistem Industri Andalasian International Journal of Applied Science, Engineering, and Technology International Journal Software Engineering and Computer Science (IJSECS) NUSANTARA: Jurnal Pengabdian Kepada Masyarakat JURNAL PENGABDIAN AGRO AND MARINE INDUSTRY Jurnal Industri dan Inovasi (INVASI) Jurnal Pengabdian Bakti Akademisi
Arrazy Elba Ridha
Jurusan Teknik Industri, Fakultas Teknik, Universitas Teuku Umar
Agriculture, Biological Sciences & Forestry Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mathematics Mechanical Engineering Nursing Public Health Social Sciences Transportation Other

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Pemberdayaan Masyarakat Desa Kuala Bhee Melalui Pelatihan Pembuatan Sabun Cuci Piring Untuk Pengembangkan Produk UMKM ARRAZY ELBA RIDHA; Dewi Andriani; Rika Rahma Sundari; Azzamsyah Ali; Miftahurrahmi Suandra
Jurnal Pengabdian Agro and Marine Industry Vol 6, No 1 (2026): JURNAL PENGABDIAN AGRO AND MARINE INDUSTRY (JPAMI)
Publisher : Universitas Teuku Umar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35308/jpami.v6i1.15318

Abstract

The Community Service Program in Kuala Bhee Village, Woyla District, West Aceh Regency, aims to empower the community through training in dish soap production. This program is motivated by the human resource potential in the village and the community's desire to improve economic welfare through the development of Micro, Small, and Medium Enterprises (MSMEs), despite facing limitations in product innovation and access to entrepreneurship training. The methodology of the activity included field surveys to identify problems of dependence on products from outside the village, socialization of the importance of MSMEs and the benefits of training, as well as hands-on practice in making dishwashing soap. The soap-making process was taught in detail, from the introduction of raw materials to mixing and packaging techniques. The results of this activity show that participants are now able to identify important ingredients and understand the production process, and some participants have shown enthusiasm and interest in turning dish soap making into a new business opportunity. Thus, this training has succeeded in providing new skills, opening up insights into business opportunities, and increasing the economic independence of the Kuala Bhee Village community.
Sentiment and Public Emotion Classification of Viral Content Using Transformer-Based Model Ferdi Antonio; Handry Eldo; Arrazy Elba Ridha; Iwan Adhicandra; Cut Susan Octiva
International Journal Software Engineering and Computer Science (IJSECS) Vol. 6 No. 1 (2026): APRIL 2026
Publisher : Lembaga Komunitas Informasi Teknologi Aceh (KITA), Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/ijsecs.v6i1.6969

Abstract

The proliferation of social media platforms has generated an unprecedented volume of viral content, each drawing varied public responses expressed through sentiment and emotion. Mapping those responses — not merely counting them — is what separates surface-level monitoring from a genuine understanding of public perception. This study classified sentiment (positive, negative, neutral) and emotion (anger, joy, sadness, and fear) toward viral content using a fine-tuned Transformer-based model. Data were collected from social media via web scraping, then subjected to standard text preprocessing: case folding, tokenization, stopword removal, and stemming. The cleaned dataset was subsequently annotated with sentiment and emotion labels. BERT (Bidirectional Encoder Representations from Transformers) served as the base architecture, fine-tuned for multi-label classification. Evaluation relied on an 80:20 train-test split, with performance measured through accuracy, precision, recall, and F1-score. Across all sentiment and emotion categories, the model returned consistently high scores and handled ambiguous, context-dependent text more reliably than conventional machine learning baselines. The Transformer-based approach proved well-suited for sentiment and emotion analysis on social media data, with clear potential for deployment in public opinion monitoring systems.
Identifikasi Dampak Limbah B3 Terhadap Area Operasional di PT PLN Nusantara Power Unit Pembangkitan 1 & 2 Nagan Raya Mahmud Basuki; Zainuddin Zainuddin; T.M. Azis Pandria; Tya Ulfah; Arrazy Elba Ridha; Risnadi Irawan
Jurnal Optimalisasi Vol 12, No 1 (2026): April
Publisher : Universitas Teuku Umar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35308/jopt.v12i1.14766

Abstract

Hazardous and Toxic Materials (B3) waste management is an important aspect in the operation of the electricity generation industry because it has the potential to cause negative impacts on the environment and worker health. PT PLN Nusantara Power Unit Pembangkitan 1 & 2 Nagan Raya as the operator of the Steam Power Plant (PLTU) produces various types of B3 waste such as used oil, chemical packaging, used resin, used rags, and chemically contaminated waste. This study aims to identify the types and characteristics of B3 waste, analyze the B3 waste management system, and evaluate the impact of B3 waste on the operational area. The research methods used include field observation, interviews with environmental staff, documentation studies, and literature studies. The results of the study indicate that the B3 waste produced has been managed through sorting, packaging, labeling, storage in Temporary Storage Areas (TPS), and transportation by licensed third parties. However, potential impacts on the environment and occupational safety can still occur if there are leaks, delays in transportation, or non-compliance with operational procedures. Identified impacts include the potential for soil and water pollution, the risk of exposure to hazardous materials for workers, and the potential for disruption to equipment performance. This research is expected to be the basis for evaluation and continuous improvement in the management of B3 waste in the electricity generation industry to support the principles of sustainability and compliance with environmental regulations.
Inovasi Terasi berbasis Bycatch Upaya Peningkatan Daya saing Produk Pohlaksar Camar Laut Rahmawati Rahmawati; Nabila Ukhty; Arrazy Elba Ridha; Andayani
Jurnal Pemberdayaan Masyarakat Vol 10 No 2 (2025): November
Publisher : Direktorat Penelitian dan Pengabdian kepada Masyarakat (DPPM)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/jpm.v10i2.12854

Abstract

Kelompok Pengolah dan Pemasar (Poklahsar) Camar Laut has considerable potential in developing fisheries-based enterprises in Suak Indra Puri Village, West Aceh Regency. Previously, shrimp paste production relied solely on rebon shrimp as the primary raw material, which is seasonal in nature and often leads to limited availability. This dependence has constrained the group’s production capacity and hindered business optimization. To address this issue, a community service program was implemented by introducing the utilization of bycatch fish as an alternative raw material for shrimp paste production. The program applied a Asset Based Community Development (ABCD), which involves women's group members actively utilizing existing potential. The outcomes indicate significant improvements in the group’s capacity, particularly in knowledge, technical skills, and the ability to create innovative products based on local resources. The innovations in bycatch-based shrimp paste also provide opportunities for more sustainable business diversification. These efforts are expected to enhance the group’s economic resilience, increase product competitiveness, and contribute to household welfare as well as local economic growth.
Sistem Dinamis sebagai Alat Analisis dan Pengambilan Keputusan di Indonesia: Literature Review Iing Pamungkas; Abdiel Khaleil Akmal; Heri Tri Irawan; Rizki Agam Syahputra; Arrazy Elba Ridha; Hazdfi Zhaqiri; Sitti Fadjrin
Jurnal Industri dan Inovasi (INVASI) Vol 2, No 1 (2025): Maret
Publisher : Universitas Teuku Umar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.64670/invasi.v2i2.11618

Abstract

This research aims to conduct a comprehensive literature review on the application of dynamic system simulation as a decision-making tool. This research is motivated by the complexity of modern problems that require appropriate analytical tools to support better decision-making. The method used in this research is a systematic literature review by following structured steps to ensure that this research is comprehensive and unbiased. The results of this study indicate that dynamic systems are powerful and relevant analytical tools across sectors. With its ability to model dynamic interactions and simulate future scenarios, dynamic systems can help stakeholders make better decisions and achieve more sustainable results in facing complex challenges in the modern era. This study also identifies several challenges in the application of dynamic system simulation, such as lack of awareness of its benefits, lack of expertise in building and analyzing simulation models, as well as limited in-depth research on its application in various contexts. Therefore, further research is needed to address these challenges and improve the application of dynamic system simulation in decision making.
Co-Authors Abdiel Khaleil Akmal Abdiel Khaliel Akmal Adib Adib Adib Adib, Adib Afdhal Fuadi Aida Fitriani, Aida Ainul Hafifah Akbardiansyah, Akbardiansyah Aldhi, Muhammad Andayani Andrean Riski Winanda Antonio, Ferdi Aulia Agung Dermawan Azhar Azhar azwanda, Azwanda Azzamsyah Ali Bahri, M Irvanni Cut Susan Octiva Dewi Andriani Dimas Akmarul Putera Fajar Okta Widarta Fajri Hadi Fatah, Samsul Faujiah Alya Sari Sagala Fitriadi Fitriadi Fuad Dwi Hanggara Habib Satria Habib Satria Handry Eldo Hanggara, S.T., M.T, Fuad Dwi Hazdfi Zhaqiri Iing Pamungkas Ikhwan Rahmatika Latif Irawan, Heri Tri Irawan, Risnadi Iwan Adhicandra Jayadi, Farid Karuni Humairah Arta Kasmawati Kasmawati Kesha, Cut Nabilla Khairul Hadi Mahmud Basuki Mahmud Basuki Masykur, Masykur Melisa Rahayu Miftahurrahmi Suandra Muhammad Ardiansyah Muhammad Chairil Muhammad Khairul Muharrir, Muharrir Mustafa Kamal Muzammil, Abdul Nabila Ukhty Najamudin Najamudin PUTRA - IRWANDI Putra, Gaustama Rahmawati Rahmawati Rika Rahma Sundari Risnadi Irawan riza ulhaq Rizki Agam Syahputra Santika Santika Sitti Fadjrin Sofiyanurriyanti T.M. Azis Pandria Tya Ulfah Ulfa Syahputri Widyanti Salha Zainuddin Zainuddin