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All Journal Jurnal Manajemen Bisnis Bulletin of Electrical Engineering and Informatics PIKSEL : Penelitian Ilmu Komputer Sistem Embedded and Logic Jurnal ULTIMA InfoSys JURNAL PENDIDIKAN TAMBUSAI EDUKATIF : JURNAL ILMU PENDIDIKAN JSI (Jurnal sistem Informasi) Universitas Suryadarma JISICOM (Journal of Information System, Infomatics and Computing) Jurnal Kependidikan: Jurnal Hasil Penelitian dan Kajian Kepustakaan di Bidang Pendidikan, Pengajaran dan Pembelajaran Jurnal Manajemen Informatika Jayakarta Journal of Students‘ Research in Computer Science (JSRCS) International Journal of Regional Innovation Brilliance: Research of Artificial Intelligence Jurnal Pendidikan Vokasi Raflesia Jurnal Desain Komunikasi Visual Nirmana Jurnal Komputer Teknologi Informasi Sistem Komputer (JUKTISI) Digital Transformation Technology (Digitech) International Journal of Information Technology and Computer Science Applications (IJITCSA) VIDHEAS: Jurnal Nasional Abdimas Multidisiplin Jurnal Guru Komputer Journal of Computer Science Contributions (Jucosco) Jurnal PETISI (Pendidikan Teknologi Informasi) Orbit : Jurnal Ilmu Multidisiplin Nusantara Jurnal Komtika (Komputasi dan Informatika)
Rasim, Rasim
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Journal : Bulletin of Electrical Engineering and Informatics

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Markerless versus marker-based augmented reality: comparative usability insights from a museum context Amali, Lanto Ningrayati; Katili, Muhammad Rifai; Dwinanto, Arif; Rasim, Rasim
Bulletin of Electrical Engineering and Informatics Vol 15, No 2: April 2026
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/eei.v15i2.11286

Abstract

Augmented reality (AR) has become a pivotal tool for enhancing museum engagement through interactive experiences. This study developed and evaluated an Android-based AR application for the Popa Eyato Archaeological Museum, comparing marker-based (Vuforia), and markerless (EasyAR) tracking methods. While previous studies often focus on technical development, this research provides empirical insights into usability within the Southeast Asian Museum context. Using a mixed-methods approach with 35 participants, the application was evaluated using the system usability scale (SUS) and handheld augmented reality usability scale (HARUS). Results show that the application achieved an average SUS score of 78, classified as “Good” and “Acceptable”. The comparative analysis reveals that while marker-based AR offers higher stability, markerless AR provides greater flexibility for spatial exploration. However, environmental factors like museum lighting significantly impact markerless tracking performance. These findings offer practical recommendations for museum curators and AR designers in selecting appropriate tracking technologies based on infrastructural constraints and visitor demographics. The study concludes that balancing technical stability with user mobility is essential for optimizing digital heritage preservation and educational engagement in regional museums.
Co-Authors ACHMAD FAUZI Agus Hidayat Al-Kadzim, Muhammad Ghiyats Anisyah, Ani Baszliah Nursabrina Bayu Wicaksono Dali, Daniel Dwinanto, Arif Dwipa Handayani Eka Fitrajaya Rahman Enjang Ali Nurdin Enjun Junaeti Erlangga Erlangga Fajar Ramadhan Fazira, Ira Fried Sinlae Ghaitsa Zahira Shaffa Hambali, Yudi Ahmad Herbert Siregar Herlawati Herlawati Joniwarta Judie, Rizky Rachman Juliano, Aryo Julianti, Sukma Khaairi, Mochamad Lanto Ningrayati Amali Lavianti, Desi Lubis, Hendarman Mahbub, Asep Ramdhani Mahphoth, Mohd Halim bin Mugiarso Mugiarso, Mugiarso Muhamad Firdaus Muhammad Khaerudin Muhammad Yasir Munir Munir, Munir Nailah Nurul Qalbina Natasya Regita Gandawidjaya Noema, Achmad Noeman, Achmad Nursalman, Muhammad Piantari, Erna Prima Dina Atika Pujiono, Krisna Dimas Puspo Dewi Dirgantari Putro, Budi Laksono Ranggana, Alfaza Rani Megasari Robertus Suraji Rosa, Elisa Rozi, Muhammad Fahru Sari, Fitra Bona Septem Riza, Lala Shafarin, Anti Nuraulia Silaen, Oriza Sativa Dinauni Siregar, Herbert SITI SETIAWATI Sofyan, Muhammad Hilmy Rasyad Sugiyatno Sugiyatno Sumitra, Desfasa Ilham Syafri Syamsudin, Muhammad Ully, Rona Wawan Setiawan Wihardi, Yaya Wijati, Damar Zulkifli, Akmal