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All Journal Scan : Jurnal Teknologi Informasi dan Komunikasi Jurnal Teknologi Informasi dan Ilmu Komputer JIEET (Journal of Information Engineering and Educational Technology) Jurnal TAM (Technology Acceptance Model) JURNAL INSTEK (Informatika Sains dan Teknologi) Conference on Innovation and Application of Science and Technology (CIASTECH) Explore IT : Jurnal Keilmuan dan Aplikasi Teknik Informatika JBT (JURNAL BISNIS dan TEKNOLOGI) Systemic: Information System and Informatics Journal Jurnal Review Pendidikan Dasar : Jurnal Kajian Pendidikan dan Hasil Penelitian Jurnal PETISI (Pendidikan Teknologi Informasi) Studies in Philosophy of Science and Education Journal of Vocational and Career Education Journal of Applied Data Sciences Jurnal Informatika dan Teknologi Komputer ( J-ICOM) PROFICIO: Jurnal Pengabdian Masyarakat Jurnal Altifani Penelitian dan Pengabdian kepada Masyarakat Journal of Informatics and Computer Science (JINACS) Jurnal Sistem Informasi dan Teknologi (SINTEK) Indonesian Journal Computer Science (ijcs) Jurnal Sistem Cerdas dan Rekayasa IT-Edu: Jurnal Information Technology and Education Jurnal PETISI (Pendidikan Teknologi Informasi) Barik Journal of Emerging Information Systems and Business Intelligence (JEISBI) Jurnal TAM (Technology Acceptance Model) Sintek Kuwera
Dodik Arwin Dermawan
Universitas Negeri Surabaya
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mechanical Engineering Nursing Public Health Social Sciences Other

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DESIGN AND DEVELOPMENT OF A TONG GLINDING SIMULATOR BASED ON VIRTUAL REALITY AS A MEDIUM FOR PHYSICS EDUCATION Syahputra, Dimas Novian Aditia; Panduman, Yohanes Yohanie Fridelin; Dermawan, Dodik Arwin; Sidhimantra, I Gde Agung Sri; Hakim, Septian Rahman
Jurnal INSTEK (Informatika Sains dan Teknologi) Vol 10 No 2 (2025): OCTOBER
Publisher : Department of Informatics Engineering, Faculty of Science and Technology, Universitas Islam Negeri Alauddin, Makassar, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/instek.v10i2.61811

Abstract

Physics learning about motion concepts is often abstract, while traditional games with embedded scientific principles are increasingly overlooked. This study addresses both issues by developing a Virtual Reality (VR)–based physics simulator inspired by the traditional Tong Glinding game. Designed as an interactive virtual laboratory, the simulator allows users to adjust the incline angle (1°–6°), choose a smooth or rough surface, and observe the motion of a rolling barrel along a 20-meter track. Developed using the Research and Development (R&D) method with the ADDIE model and implemented in Unity 3D, the system integrates cultural heritage with immersive VR experimentation. Functional testing confirmed 100% conformity to design specifications. Simulation verification demonstrated high accuracy, with errors of only 1.8%–2.5% between simulation and analytical calculations on the smooth surface, while the rough surface correctly produced no motion at low angles. User experience testing with 30 participants yielded a high overall score of 87.5 out of 100, supported by strong reliability across all dimensions (Cronbach’s α = 0.85–0.92). These results show that the simulator is technically reliable, physically accurate, and well-received as a learning medium. The combination of cultural preservation and interactive VR-based experimentation represents the novelty of this work.
Perancangan dan Produksi Video Edukasi SMART-LANDFILLPRISM: Sebagai Media Sosialisasi Inovasi Pengelolaan Sampah di Kota Surabaya Nurfaza, Roy; Dermawan, Dodik Arwin
BARIK Vol. 7 No. 3 (2025)
Publisher : Universitas Negeri Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26740/jdkv.v7i3.73655

Abstract

Fenomena peningkatan timbulan sampah di Kota Surabaya, khususnya di TPA Benowo, menuntut adanya inovasi dalam pengelolaan sampah yang efektif dan berkelanjutan. SMART-LANDFILLPRISM merupakan gagasan konstruktif yang mengintegrasikan teknologi artificial intelligence dan waste energy plant sebagai solusi menuju sustainable city. Penelitian ini bertujuan menganalisis proses perancangan dan produksi video edukasi SMART-LANDFILLPRISM mulai dari pra-produksi, produksi, hingga pasca-produksi, serta strategi publikasi di media sosial. Metode yang digunakan adalah deskriptif kualitatif dengan pendekatan Design Thinking. Data diperoleh melalui dokumentasi (naskah, storyboard, footage), wawancara, dan observasi lapangan. Hasil penelitian menunjukkan bahwa penerapan Design Thinking efektif menghasilkan media komunikasi visual yang sistematis dan berorientasi pada pengguna. Berdasarkan uji before–after terhadap 20 responden, terjadi peningkatan pemahaman audiens dari 40% menjadi 92%, dengan rata-rata penilaian efektivitas media sebesar 4,6 dari 5,0. Strategi publikasi melalui YouTube dengan optimasi thumbnail, deskripsi, dan tagar meningkatkan jangkauan audiens serta interaksi positif terhadap konten. Video edukasi ini terbukti efektif dalam meningkatkan kesadaran masyarakat mengenai pengelolaan sampah berkelanjutan dan dapat dijadikan model komunikasi visual inovatif di bidang lingkungan.
Hybrid Transformer-XGBOOST Model Optimized with Ant Colony Algorithm for Early Heart Disease Detection: A Risk Factor-Driven and Interpretable Method Pratama, Moch Deny; El Hakim, Faris Abdi; Aditia Syahputra, Dimas Novian; Dermawan, Dodik Arwin; Asmunin, Asmunin; Nudin, Salamun Rohman; Nurhidayat, Andi Iwan
Journal of Applied Data Sciences Vol 7, No 1: January 2026
Publisher : Bright Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47738/jads.v7i1.969

Abstract

Cardiovascular diseases (CVDs) remain the leading cause of death worldwide, with significant socioeconomic consequences due to premature death and chronic disability. Although clinical screening techniques have evolved, early and accurate prediction of heart disease is still partial due to the limited capacity of conventional machine learning algorithms to model the complex nonlinear interactions among various contributing risk factors e.g., hypertension, diabetes, hyperlipidemia, and genetic predisposition. To address these challenges, this research introduces a hybrid framework that combines the Transformer architecture known for its robust self-attention mechanism and high representational capabilities with Ant Colony Optimization (ACO), a nature-inspired metaheuristic algorithm modeled on the foraging behavior of ants, to enable adaptive and efficient hyperparameter optimization. The proposed model processes structured clinical data by encoding categorical variables into embeddings and normalizing numerical features, resulting in a unified tabular representation suitable for transformer-based analysis. ACO improves model efficiency by optimizing key parameters e.g., embedding configuration, learning rate, and depth, reducing manual intervention and computational overhead. The proposed Hybrid Transformer-ACO model focuses on interpretable clinical features to provide actionable risk stratification. Model evaluation was performed using classification metrics e.g., accuracy, precision, recall, F1 score, and time complexity to measure predictive performance and computational efficiency during the training and inference phases. These evaluation criteria provide evidence of the model's diagnostic reliability, generalizability, and practical feasibility for clinical application.. The model achieved 100% accuracy, sensitivity, specificity, and F1-score, outperforming several models. Time complexity analysis demonstrated efficient training and testing, while the model interpretability supports transparency and trust.
Systematic Literature Review: Strengthening Teacher Competence through Creative Project-Based STEAM Implementation in Physics Learning Suprapto, Nadi; Deta, Utama Alan; Fahmi, Muhammad Nurul; Dermawan, Dodik Arwin; Nurmalasari, Dewi; Hidaayatullaah, Hasan Nuurul; Monica, Elsa; Damarsha, Adrian Bagas; Citra, Nina Fajriyah
Studies in Philosophy of Science and Education Vol. 6 No. 3 (2025): November
Publisher : National Dong Hwa University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46627/sipose.v6i3.717

Abstract

The STEAM (Science, Technology, Engineering, Arts, and Mathematics) approach is a new form of teaching that places students in real-world situations around them by following the concept of interdisciplinary teaching. STEAM is highly relevant in supporting students' 21st-century skills. As is well known, 21st-century skills encourage students' critical thinking, communication, collaboration, innovation, and creativity. In physics learning, it is not uncommon for students to have difficulty understanding the subject. Teachers, as learning facilitators, are expected to be able to integrate STEAM into physics education. Teachers must have the skills to develop learning tools. Through research using the SLR method, this study aims to investigate the importance of teachers' competencies in implementing project-based STEAM learning in physics education. Project-based learning emphasizes collaborative learning activities among heterogeneous groups of students. The analysis results show that the implementation of the STEAM approach in learning is still limited. Physics teachers are important agents in equipping students with the necessary physics knowledge and scientific investigation skills. Therefore, physics teachers need support in improving their understanding of STEAM. In learning activities involving project-based STEAM, it is known that it can increase students' creativity and innovation in problem solving.
Co-Authors Aan Choesni Herlingga Abdul Hafidz Aditia Syahputra, Dimas Novian Aditia, Dimas Novian Aditya Prapanca Aditya Ramadhan Santoso Aditya Ramadhan Wahyu Santoso Agnesia Putri Yani Aini, Ima Kurrotun Alamsyah, Shandy Ilham Alvin Febrianto Alvin Noor Hidayah Amalia Ramadhani Amanda Andi Iwan Nurhidayat Angelita, Rizqi Cahya Anggara, Onny Fransinata Anggelina Kismasari Anggelina Kismasari ARI KURNIAWAN Arsy, Qathrunnada Lazuardhy Asmunin Asmunin Ayyu Faridhatul Masrura Azariyah, Devi Lutfiana Beny, Acep Ovel Novari Charnelia, Mayloka Yona Citra, Nina Fajriyah Damarsha, Adrian Bagas Dasanty, Laras Vriella Dedy Rahman Prehanto Dela Novita Ayuningtias Dewi Nurmalasari, Dewi Dian Eka Aprilia Fitria Ningrum Dilla Safira Dimas Novian Aditia Dimas Novian Aditia Syahputra Dimas Setio Utomo Dita Aulia Dwi Heris Tiyadi Dwi Ramadhaniasari Dwiyanti, Fitrotin Ecclesia Octavianus Johananda Elsa Monica, Elsa Fahmi, Muhammad Nurul Fajerin, Fitriana Faris Abdi El Hakim, Faris Abdi Fauzan, Dwi Fasa Nur Febrianto, Alvin Fifit Syafaaty Fifit Yeti Wulandari Firdaus, Revina Aurigha Fisma Meividianugraha Subani Fresy Nugroho Ginanjar Setyo Permadi Hafiz Aminudin Hakim, Anggit Trisarmanto Handika Dio Pradana Hartono, Bobby Hawari, Mizan Syarif Hidaayatullaah, Hasan Nuurul Hidayah, Alvin Noor IGL Putra Eka Prismana Imas Dewi Orvala Imas Dewi Orvala Nathania Insani Jasmine Sarah Maqnolia Jasmine Sarah Maqnolia Jihan Silvana Karina Irna Della Karina Irna Della Karina, Fahriza Khalifah, Binti Khory, Fifuka Dwi Kusuma, Fajar Indra M. Farras Aditya P. A M. Yogi Riyantama Isjoni Mahendra, Moch. Syahryil Mashuri, M Adamu Islam Mayloka Yona Charnelia Moch Yogi Firmansyah Mochamad Dimas Lutfi Purnomo Mohamad Bagoes Ali Yuddin Mufarrohah, Siti Muhammad Hussein Isron Muhimmah, Hitta Alfi Muslim, Sulthan Nurrobih Muvidha Fatmawati Putri Nadi Suprapto Nisa Amalia Nisa Amalia Novari Beny, Acep Ovel Novia Restu Windayani, Novia Restu Noviyanti, Rejeki Nudin, Salamun Rohman Nudin Nugroho, Rynaldy Setyo Nurfaza, Roy Nurkholis Orvala, Imas Dewi Panduman, Yohanes Yohanie Fridelin Paramitha Nerisafitra Pradana, Handika Dio Pratama, Moch Deny Pratama, Nirmala Shafira Pratiwi, Alya Ramadhani Puspa Miladin Nuraida Safitri A. Basid Putra, Novan Rahadi Putra, Rocky Ardiansyah Yudistira Putri, Muvidha Fatmawati Putri, Permadita Oktaviani Putri, Unzilla Savika Rachman Widohardhono Rahmadian, Reza Ramadhaniasari, Dwi Rayhan Reynara Raja Saylendra Refila Dyah Ghizanda Wardoyo Revina Aurigha Firdaus Revina Aurigha Firdaus Rian Dwi Susanto Rianti, Haniifah Roosyidah Rizaldy A.C., Satria Dear Rizka Nurul Septiani Hakim Rizka Nurul Septiani Hakim Rizqi Cahya Angelita SALAMUN ROHMAN NUDIN Salman Alfarizi Santika Lana Hayati Santoso, Aditya Ramadhan Satria Dear Rizaldy Abror Cahyono Septian Rahman Hakim Shabian Arsyl Yonanta Shandy Ilham Alamsyah Sidhimantra, I Gde Agung Sri Subani, Fisma Meividianugraha Sulistyanto Laili R Suyatno, Dwi Fatrianto Syafaaty, Fifit Syahputra, Dimas Novian Aditia Tria Suci Cahyani Trisna Windi Kusuma Astuti Triyono, Mochamad Guruh Utama Alan Deta Valiant Shan Firdaus Viery Lovega Pratama Wahyu Khamdani Wardoyo, Refila Dyah Ghizanda Zakhia, Fikri Yusuf