Design and Implementation of Marker-Based Augmented Reality to Enhance Public Awareness in Waste
DOI:
https://doi.org/10.30871/jaic.v10i3.12282Keywords:
Augmented Reality, Marker-Based Tracking, Educational Waste Management Application, SDLC, System Response TimeAbstract
Waste problem in Indonesia remains a complex issue for the community due to a low level of understanding and awareness about waste management and its impacts. On this research, we will aims to raise awareness and educate ranging from children, teenagers, to adults, about waste management using an Augmented Reality-based application that employs System Development Life Cycle method and evaluates the performance of Marker-Based Augmented Reality. Performance evaluation was conducted by testing the response time of marker recognition based on estimated distance and angle under normal and dim light intensity, as well as in outdoor lighting conditions. High-contrast visual markers with simple geometries were deliberately selected to maximize tracking stability. The test results showed that the system was able to recognize markers with an average response time of 0.31–0.93 seconds, which excellently meets the standard real-time AR response benchmark of under 1.0 second. Based on user assessment results through questionnaires distributed to 30 respondents and evaluated using the System Usability Scale method, the application received a perfect rating. Furthermore, preliminary pre-test and post-test evaluations indicated a significant improvement in users' comprehension when compared to conventional text-based educational methods, making it suitable for use as an interactive educational medium.
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[1] Kementerian Lingkungan Hidup, “Sistem Informasi - Sistem Informasi Pengelolaan Sampah Nasional.” Accessed: May 25, 2026. [Online]. Available: https://sampahnasional.kemenlh.go.id/
[2] T. R. Sitohang, G. A. Simbolon, and S. Pakpahan, “Peningkatan Pengetahuan Masyarakat Tentang Pengelolaan Sampah Dalam Upaya Pencegahan Banjir,” Jurnal Kreativitas Pengabdian Kepada Masyarakat (PKM), vol. 5, no. 6, pp. 1918–1926, Jun. 2022, doi: 10.33024/jkpm.v5i6.6749.
[3] B. Mulyati, Y. Fadla Ilmi, A. Basri, and U. B. Jaya, “Sosialisasi Pengelolaan Sampah Sebagai Upaya Peningkatan Peran Masyarakat Dalam Mengelola Sampah Di Kota Serang,” 2023. [Online]. Available: https://serangkota.bps.go.id
[4] V. Miyanti, A. Muhidin, and D. Ardiatma, “Implementasi Metode Markerless Augmented Reality Sebagai Media Promosi Home Furnishing Berbasis Android,” MALCOM: Indonesian Journal of Machine Learning and Computer Science, vol. 4, no. 1, pp. 71–77, Dec. 2023, doi: 10.57152/malcom.v4i1.1019.
[5] A. Wening Octaviani, “Pemanfaatan Augmented Reality sebagai Media Pengenalan Mata Uang Indonesia Kepada Turis Asing Berbasis Smartphone,” 2023. [Online]. Available: http://Jiip.stkipyapisdompu.ac.id
[6] D. Putra and R. Amanda Putri, “Aplikasi Pengenalan Alat Laboratorium Farmakognosi Di Smk Kesehatan Sidimpuan Husada Menggunakan Augmented Reality,” 2024. [Online]. Available: http://jurnal.goretanpena.com/index.php/JSSR
[7] A. Kevin Ilhamit Tamam et al., “Eco Guardians: Game Interaktif berbasis Augmented Reality sebagai Media Edukasi Pengelolaan Limbah,” 2024.
[8] A. H. Yusup et al., “Literature Review: Peran Media Pembelajaran Berbasis Augmented Reality Dalam Media Sosial,” 2023, doi: 10.59818/jpi.v3i5.575.
[9] B. Arifitama, A. Syahputra, K. Bayu, and Y. Bintoro, “Analisis Perbandingan Efektifitas Metode Marker dan Markerless Tracking pada Objek Augmented Reality,” 2022.
[10] D. Riyanto and D. Jollyta, “Penerapan Augmented Reality Pengenalan Sistem Pencernaan Manusia Dengan Metode Marker Based Tracking Sebagai Media Pembelajaran,” Jurnal Mahasiswa Aplikasi Teknologi Komputer dan Informasi, vol. 5, no. 1, pp. 42–47, 2023.
[11] F. Y. Santosa and K. G. Sutheja, “Implementasi Augmented Reality Pada Kesenian Wayang Golek Jawa Barat Secara Markerless dan Markerbase Berbasis Android,” Jurnal Minfo Polgan, vol. 12, no. 1, pp. 1492–1504, Aug. 2023, doi: 10.33395/jmp.v12i1.12847.
[12] M. R. Saputra, Y. Nyura, and M. Farman Andrijasa, “Implementation Of Augmented Reality In Mathematics Learning To Recognize 3D Space Using Markerless Tracking Method,” 2023.
[13] Y. Abdurrahman and M. Azrino Gustalika, “Aplikasi Augmented Reality dengan Marker Based dan Markerless Tracking sebagai Pengenalan Budaya Candi Mendut,” Remik: Riset dan E-Jurnal Manajemen Informatika Komputer, vol. 7, no. 2, pp. 859–871, Apr. 2023, doi: 10.33395/remik.v7i2.12137.
[14] Y. B. Mulia and E. U. P. B. Bangun, “Analisis Perbandingan Metode Marker dan Markerless Angka 0-9 3D Pada Teknologi Augmented Reality,” Jurnal Teknologi Dan Sistem Informasi Bisnis, vol. 5, no. 4, pp. 454–459, Oct. 2023, doi: 10.47233/jteksis.v5i4.886.
[15] A. T. Setiawan, Dika Hastanto, Dian Resha Agustina, Adi Permana, and D. T. Dewi Tresnawati, “Augmented Reality Menggunakan Marker Based Tracking Untuk Informasi Sejarah Kain Tapis Lampung,” Jurnal Algoritma, vol. 22, no. 1, pp. 1050–1059, Jul. 2025, doi: 10.33364/algoritma/v.22-1.2261.
[16] B. Satria and A. Franz, “Membangun Aplikasi Pengenalan Topeng Hudoq Berbasis Augmented Reality Dengan Metode Marker Based Tracking,” Jurnal Ilmu Komputer dan Sistem Informasi (JIKOMSI), vol. 6, pp. 103–110, 2023.
[17] C. A. Pranata, M. F. Filza, and others, “Systematic Literature Review dengan Mengidentifikasi Software serta Metode Pengembangan Augmented Reality,” Indonesian Journal of Computer Science, vol. 13, no. 1, 2024.
[18] J. Sauro and J. R. Lewis, “Quantifying the User Experience: Practical Statistics for User Research,” 2012.
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