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All Journal International Journal of Evaluation and Research in Education (IJERE) Jurnal Ilmu Pendidikan Tekno : Jurnal Teknologi Elektro dan Kejuruan Teknologi dan Kejuruan: Jurnal teknologi, Kejuruan dan Pengajarannya Jurnal Pendidikan Vokasi Jurnal Jurusan Pendidikan Teknik Elektro Jurnal Visi Ilmu Pendidikan Jurnal Pendidikan Sains Journal of Education and Learning (EduLearn) Jurnal Transformatika JUPITER (Jurnal Pendidikan Teknik Elektro) Jurnal Teknologi Elektro Proceeding of the Electrical Engineering Computer Science and Informatics Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan Edu Komputika Journal Edcomtech Jurnal Kajian Teknologi Pendidikan Jurnal Pendidikan (Teori dan Praktik) VOLT : Jurnal Ilmiah Pendidikan Teknik Elektro Pendas : Jurnah Ilmiah Pendidikan Dasar Jurnal ULTIMA InfoSys Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI) JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) Jurnal Karinov STEAM Engineering : Journal of Science, Technology, Education And Mechanical Engineering Jurnal Ilmiah Profesi Pendidikan RESEARCH AND DEVELOPMENT JOURNAL OF EDUCATION (RDJE) Indonesian Journal of Electrical Engineering and Computer Science IJECA (International Journal of Education and Curriculum Application) Letters in Information Technology Education (LITE) Jurnal Abdimas Berdaya : Jurnal Pembelajaran, Pemberdayaan dan Pengabdian Masyarakat Unri Conference Series: Community Engagement Didaktika: Jurnal Kependidikan Prosiding Seminar Nasional Pengabdian Kepada Masyarakat JP (Jurnal Pendidikan) : Teori dan Praktik Reflection Journal Al Basirah Journal of Artificial Intelligence and Digital Business Jurnal Inovasi Teknologi dan Edukasi Teknik Bulletin of Social Informatics Theory and Application Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia Prosiding Seminar Nasional Pengabdian kepada Masyarakat (SINAPMAS) Jurnal ilmiah teknologi informasi Asia Humanities Horizon Journal Jurnal Pendidikan Teknik Mesin
Hakkun Elmunsyah
Universitas Negeri Malang
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Ethical Challenges in Primary vs. Secondary Datasets: A Systematic Review of Manipulation and Transparency Riska, Suastika Yulia; Widiyaningtyas, Triyanna; Elmunsyah, Hakkun; Sendari, Siti
Jurnal Ilmiah Teknologi Informasi Asia Vol 20 No 1 (2026): Volume 20 Issue 1 2026 (8)
Publisher : LP2M Institut Teknologi dan Bisnis ASIA Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32815/jitika.1227

Abstract

The swift advancements in Artificial Intelligence and Machine Learning have rendered datasets essential; nonetheless, their heightened utilization has engendered intricate ethical dilemmas that are frequently neglected. This study seeks to delineate and highlight ethical concerns associated with the collection of primary data and the reutilization of secondary datasets in computer science research. We employed a Systematic Literature Review (SLR) methodology in accordance with the PRISMA 2020 guidelines, examining 72 publications sourced from five esteemed academic databases (Scopus, Web of Science, IEEE Xplore, ACM Digital Library, Google Scholar) published from 2021 to 2025. The study results indicate that ethical difficulties emerge uniformly in both primary and secondary datasets. Primary datasets primarily face challenges related to privacy threats, anonymization, and Informed Consent, whereas secondary datasets are more susceptible to licensing infringements, dataset repurposing, and insufficient preparation transparency. The three domains that predominantly encountered these challenges were Machine Learning, Computer Vision, and Natural Language Processing. Moreover, practices of data manipulation, including cherry-picking and concealed preparation, were identified as detrimental to scientific integrity. This study's findings underscore the need for enhanced ethical standards for datasets and greater transparency in preparation documentation to ensure the repeatability of data-driven research.
Strategi Pendidikan Vokasi dalam Mempersiapkan Kompetensi Lulusan untuk Menghadapi Era Society 5.0 Salsabila Sonia Nafista; Hakkun Elmunsyah; Didik Nur Hadi
Didaktika: Jurnal Kependidikan Vol. 15 No. 1 Februari (2026): Didaktika Jurnal Kependidikan
Publisher : South Sulawesi Education Development (SSED)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58230/27454312.3662

Abstract

Era Society 5.0 menuntut pendidikan vokasi untuk menyiapkan lulusan yang memiliki kompetensi teknis dan nonteknis yang relevan dengan perkembangan teknologi dan industri. Namun, strategi pendidikan vokasi dalam mempersiapkan kompetensi lulusan masih tersebar dalam berbagai kajian dan belum dirumuskan secara komprehensif. Penelitian ini bertujuan mengidentifikasi strategi pendidikan vokasi dalam mempersiapkan kompetensi lulusan menghadapi era Society 5.0. Metode penelitian menggunakan Systematic Literature Review (SLR) dengan pendekatan PRISMA terhadap 10 artikel ilmiah yang diterbitkan pada rentang 2020–2024 dan bersumber dari Google Scholar dan Scopus. Hasil penelitian menunjukkan bahwa strategi utama pendidikan vokasi meliputi peningkatan kompetensi guru, pengembangan kurikulum berbasis keterampilan digital dan industri, penguatan persepsi dunia kerja peserta didik, integrasi teknologi pembelajaran, serta penyelarasan pendidikan dengan industri melalui program link and match. Temuan ini memberikan implikasi praktis bagi lembaga pendidikan vokasi dalam merancang kebijakan dan pembelajaran yang adaptif terhadap tuntutan era Society 5.0.
Development of Cyber Pedagogy-Based MOOC Content for Educational Game-Integrated Learning Training among Education Practitioners Elmunsyah, Hakkun; Kuswandi, Dedi; Nur Hidayat, Wahyu; Adi Kurniawan, Rivan; Ilmama, Thirafi
Jurnal Ilmu Pendidikan Vol 31, No 2 (2025): December
Publisher : Universitas Negeri Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.17977/um048v31i2p243-252

Abstract

This study develops and evaluates Cyber Pedagogy-based Massive Open Online Course (MOOC) content designed to enhance the competence of education practitioners in integrating game-based learning into instructional practices. The research applied a Design and Development Research (DDR) approach using the ADDIE model, covering the analysis, design, development, implementation, and evaluation stages. The quality of the developed MOOC was assessed using the Learning Object Review Instrument (LORI), which comprises eight dimensions: Content Quality, Learning Goal Alignment, Feedback and Adaptation, Motivation, Presentation Design, Interaction and Collaboration, Usability and Accessibility, and Reusability and Effectiveness. Data were obtained from 45 practitioners participating in MOOC-based training. Results indicate that all dimensions achieved average scores above 3.00 on a four-point scale, indicating a good level of quality. The highest mean scores were found in Learning Goal Alignment (3.389), Presentation Design (3.373), and Content Quality (3.333), while Usability and Accessibility (3.156) was the lowest. Overall, the findings demonstrate that Cyber Pedagogy-based MOOC content effectively supports structured, engaging, and adaptive digital learning experiences for education practitioners.
EFEKTIVITAS AUGMENTED REALITY DAN VIRTUAL REALITY PADA PENDIDIKAN KEJURUAN: SYSTEMATIC LITERATURE REVIEW Arafat, Muhammad Yasser; Elmunsyah, Hakkun; Parhusip, Bastian Rikardo
Steam Engineering Vol. 7 No. 2 (2026): STEAM Engineering, Vol. 7, No. 2, Maret 2026
Publisher : Program Studi Pendidikan Teknik Mesin, Fakultas Keguruan dan Ilmu Pendidikan, Universitas Palangka Raya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37304/jptm.v7i2.20666

Abstract

The purpose of this study is to analyse the effectiveness of using Augmented Reality (AR) and Virtual Reality (VR) in vocational education. This study addresses the need for a comprehensive understanding of the impact of immersive technology on improving the quality of learning in various vocational fields. The research methodology applied was a Systematic Literature Review of 40 articles, consisting of 16 quasi-experimental designs, 13 randomised controlled trials, 7 mixed methods, 3 observational studies, and 1 case study. Of the articles studied, 23 studies used VR technology, 12 studies used AR, and 5 studies used a combination of both. The educational contexts analysed covered various fields, with nursing being the most studied field with 6 studies. The main findings show significant effectiveness in various aspects of learning. In orthopaedic surgery training, a transfer effectiveness ratio of 0.79 was found. In construction safety training, hazard identification accuracy reached 78.3% using VR, compared to 18.5% with traditional methods. Student engagement levels also showed positive results, with 100% of students reporting an increase in interest in learning, and 92% of students reporting good confidence levels in the VR training group. This study makes a significant contribution to the field of education by presenting empirical evidence regarding the effectiveness of AR and VR in vocational learning. The study also identified factors for successful implementation, including the importance of integrating this technology with appropriate pedagogical strategies, as well as its potential to improve educational accessibility. Despite challenges such as high initial costs and technical issues, the results of the study show that AR and VR are effective learning media for improving the quality of vocational education, especially in learning complex and high-risk skills.
PERAN PAPARAN KONTEN MEDIA SOSIAL BERMUATAN KEWIRAUSAHAAN DAN PENGGUNAAN TOOLS DIGITAL MARKETING TERHADAP KESIAPAN WIRAUSAHA DAN KETERAMPILAN DIGITAL MARKETING MAHASISWA Soraya, Dila Umnia; Elmunsyah, Hakkun; Pamungkas, Bian Dwi
JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) Vol 10, No 2 (2025)
Publisher : STKIP PGRI Tulungagung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29100/jipi.v10i2.7853

Abstract

Transformasi digital dan perkembangan media sosial memberikan peluang besar dalam pengembangan kewirausahaan, khususnya bagi mahasiswa. Penelitian ini bertujuan untuk menguji pengaruh paparan konten media sosial bermuatan kewirausahaan dan penggunaan tools digital marketing terhadap kesiapan wirausaha dan keterampilan digital marketing mahasiswa. Metode penelitian yang digunakan adalah pendekatan kuantitatif korelasional dengan populasi mahasiswa Departemen Teknik Elektro dan Informatika Universitas Negeri Malang. Sampel penelitian terdiri dari 60 mahasiswa yang dipilih secara acak. Instrumen penelitian berupa angket dengan 40 item pernyataan yang telah diuji validitas dan reliabilitasnya. Analisis data menggunakan uji korelasi untuk mengukur hubungan antar variabel. Hasil penelitian menunjukkan bahwa (1) terdapat hubungan positif signifikan antara paparan konten media sosial bermuatan kewirausahaan dengan kesiapan wirausaha dan keterampilan digital marketing mahasiswa, (2) penggunaan tools digital marketing juga memiliki hubungan positif signifikan dengan kesiapan wirausaha dan keterampilan digital marketing mahasiswa, dan (3) kombinasi antara paparan konten media sosial dan penggunaan tools digital marketing secara bersamaan berkontribusi signifikan terhadap kesiapan wirausaha dan keterampilan digital marketing mahasiswa. Penelitian ini menegaskan pentingnya penguatan paparan konten kewirausahaan di media sosial serta pemanfaatan tools digital marketing sebagai strategi efektif dalam membekali mahasiswa dengan keterampilan kewirausahaan dan pemasaran digital.
PengembanganTrainer Osilator Analog berbasis IC Op-Amp (Studi Kasus Penelitian R&D di JTE FT UM) Fuada, Syifaul; Elmunsyah, Hakkun; Suwasono, Suwasono
JUPITER (JURNAL PENDIDIKAN TEKNIK ELEKTRO) Vol. 3 No. 1 (2018)
Publisher : Universitas PGRI Madiun

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (236.741 KB) | DOI: 10.25273/jupiter.v3i1.2388

Abstract

Makalah ini merupakan penelitian pengembangan (R&D) yang menghasilkan seperangkat produk media pembelajaran praktikum sistem instrumentasi analog, yaitu pembangkit sinyal (osilator) yang terdiri dari atas produk yakni: (1) alat peraga atautrainer yang terdiri atas osilator Phase Shift RC; osilator Wien Bridge; osilator Hartley; osilator Colpitts;  dan Astable Multivibrator. (2) Modul praktikum pegangan dosen dan modul praktikum untuk mahasiswa, serta (3) Manual Bookyang merupakan petunjuk penggunaan alat peraga. Objek peneltian dilakukan di Jurusan Teknik Elektro, Fakultas Teknik, Universitas Negeri Malang (JTE FT UM) yang dilatarbelakangi oleh perlunya alat peraga osilator dilabolatoriumnya untuk menunjang kelancaran kegiatan pembelajaran. Ketiga produk telah diuji coba baik secara fungsional maupun uji kelayakan pemakaian produk yang dilakukan pada 3 (tiga) kelompok responden yakni: Ahli media, Ahli materi,dan mahasiswa. Hasil penelitian menunjukkan bahwa produk telah memenuhi kriteria valid dari para ahli dan mendapat respon positif dari mahasiswa praktikan. Dengan demikian perangkat media yang dikembangkan sudah layak untuk digunakan dalam pembelajaran praktikum.
Literature Review: Ethical Perspectives in the Development of Artificial Intelligence and Recommender Systems Utami, Sri Farida; Elmunsyah, Hakkun; Widiyaningtyas, Triyanna
RIGGS: Journal of Artificial Intelligence and Digital Business Vol. 5 No. 1 (2026): Februari - April
Publisher : Prodi Bisnis Digital Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/riggs.v5i1.4364

Abstract

The development of Artificial Intelligence (AI) and recommendation systems has had a major impact on various digital service sectors, including social media, e-commerce, and healthcare. Although this technology offers efficiency and personalised services, its implementation also raises complex ethical challenges, such as privacy protection, algorithmic bias, and system accountability. This study aims to analyse ethical perspectives in the development of AI and recommendation systems through a literature review approach. The methods used include analysis of various scientific articles classified into several main ethical dimensions, namely data privacy and security, algorithmic fairness, social media and recommendation systems, digital communication, and educational and publication ethics. The results of the study show that issues of privacy, transparency, and the potential for user behaviour manipulation are dominant issues. Ethics in AI no longer functions solely as an individual value, but as the foundation of responsible and sustainable institutional governance.
Co-Authors Adi Kurniawan, Rivan Afriandi, Mohammad Rizal Agung Panji Sasmito Agus Suyetno Ahmad Fahmi Aji Prasetya Wibawa Al Afrin Uwais, Tito Ananda Putri Syaviri Angga Achmad Cholid Anik Nur Handayani Aprilianto, Nanda Defi Aprillia, Dewi Aprilya Nofanti Arifin Arafat, Muhammad Yasser Arya Kumara Adji Asfani, Khoirudin Ayu Septiana Pratiwi Baharudin, Muhammad Naufal Bastian Rikardo Parhusip Charnila Desria Heydemans Dedi Kuswandi Devi Dwi Purwanto Didik Dwi Prasetya Didik Nur Hadi Dila Umnia Soraya Djoko Kustono Dwi Agus Sudjimat Dwi Cahya Puspita Dwiyanto, Felix Andika Dyah Lestari Dyah Rosita Anggraeni Eka Mahendra Bagaskara Erinda, Hayyu Eva Yulia Safitri, Eva Yulia Ewit Irniyah Fadliyanti Firdausia Fahreza Al Rafi, Muhammad Alif Fahru Riza Faizal Nurkhalim Fariz Noor Azizi Febrianto Alqodri Fikriati, Hikmatul Afifah FirmanSyah, Tri Galih Gumelar Sudi Kartomo Pamungkas Gradiyanto Radityo Kusumo Hafizd Rizky Kurniawan Handayani, Endang Ary Hari Putranto Harits Ar Rosyid Hary Suswanto Heru Wahyu Herwanto Ilmama, Thirafi Islam, Fandy Ahmad Nurul Joumil Aidil Saifuddin Kornelius Kamargo/Irawan Dwi Wahyono Kornelius Kamargo Kurniawan, Hafizd Rizky Kurniawan, Prawidana Kusumadyahdewi, Kusumadyahdewi Kusumarasdyati Kusumarasdyati Kusumawardana, Arya Kusumo, Gradiyanto Radityo Lailatul Nurjanah Laili Hidayati Lativa Hartiningtyas Mahfud Jiono MAULA, PUTRINDA INAYATUL Mira Cempaka Mohammad Rizal Afriandi Muhammad Aris Ichwanto Muhammad Idris Effendi Muhammad Idris Effendi Muhammad Jauharul Fuady Muhammad Rafie Pawellangi Muhammad Tahfidlul Azmi Muhyiddin, Fayi' Hanif Muladi Muliadi Nanda Riski Septania Nidhom, Ahmad Mursyidun Ningrum, Gres Dyah Kusuma Nur Hidayat, Wahyu NUR KHOLIFAH Nurul Hidayati Pamungkas, Bian Dwi Prasetiyanto, Ari Eka Pratama, Muchammad Ryan Puger Hoggowiyono Puger Honggowiyono Pujianto, Pangadongan Elfin Purnawirawan, Okta Purnomo, Purnomo Rahman, Rifki Zainur Reni Puspita Nurfadmi Resti Pranata Putri Riana Nurmalasari Rindi Santika Agustin Rizza, Muhammad Rofiudin, Amir Rohman, Mojibur Rokhimatul Wakhidah Salimi, Hanida Rahma Salsabila Sonia Nafista Setiadi Cahyono Putro Setyo, Agus Shofiyah Al Idrus Siti Sendari Slamet Wibawanto Sri Farida Utami Suastika Yulia Riska Sulistianingsih, A S Suwasono Suwasono Suwasono Suwasono, Suwasono Syaad Patmanthara Syifaul Fuada Tarecha, Rachmad Imam Tasiam, Fid Jantje Tinesa Fara Prihandini Tjiptady, Bella Cornelia Tri Atmadji S Tri Atmadji Sutikno Tri FirmanSyah Triyanna Widiyaningtyas Umami, Aktia Arigiana Utama, Muhammad Aulia Utama, Yustiana Amita Utomo Pujianto Wahyu Sakti Gunawan Irianto Wibisono, M. Nurwiseso Widiyanti Widiyanti Widiyanti, Widiyanti Ying, Goh Yin Yoto Yoto, Yoto Zaeni, Ilham Ari Elbaith Zainul Falah, Moh Zakaria .