CFP last date
22 June 2026
Reseach Article

An Interactive 3D Rubik’s Cube Learning Application with Gesture-based Interaction and Usability Evaluation on Android

by Maukar, Rini Arianty, Ashur Harmadi
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 187 - Number 103
Year of Publication: 2026
Authors: Maukar, Rini Arianty, Ashur Harmadi
10.5120/ijcadee5cf85f3bb

Maukar, Rini Arianty, Ashur Harmadi . An Interactive 3D Rubik’s Cube Learning Application with Gesture-based Interaction and Usability Evaluation on Android. International Journal of Computer Applications. 187, 103 ( May 2026), 54-59. DOI=10.5120/ijcadee5cf85f3bb

@article{ 10.5120/ijcadee5cf85f3bb,
author = { Maukar, Rini Arianty, Ashur Harmadi },
title = { An Interactive 3D Rubik’s Cube Learning Application with Gesture-based Interaction and Usability Evaluation on Android },
journal = { International Journal of Computer Applications },
issue_date = { May 2026 },
volume = { 187 },
number = { 103 },
month = { May },
year = { 2026 },
issn = { 0975-8887 },
pages = { 54-59 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume187/number103/an-interactive-3d-rubiks-cube-learning-application-with-gesture-based-interaction-and-usability-evaluation-on-android/ },
doi = { 10.5120/ijcadee5cf85f3bb },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2026-05-17T02:29:11.166200+05:30
%A Maukar
%A Rini Arianty
%A Ashur Harmadi
%T An Interactive 3D Rubik’s Cube Learning Application with Gesture-based Interaction and Usability Evaluation on Android
%J International Journal of Computer Applications
%@ 0975-8887
%V 187
%N 103
%P 54-59
%D 2026
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The Rubik’s Cube is a widely recognized three-dimensional puzzle that requires strong spatial reasoning and problem-solving skills; however, beginners often encounter difficulties due to the lack of interactive and accessible learning media. This study proposes the design and development of an interactive three-dimensional (3D) Rubik’s Cube learning application on the Android platform using Unity, which simulates realistic cube behavior, including face rotations and full-cube manipulation, while providing a guided solving module to support step-by-step learning. The system models the cube as a 3×3×3 structure consisting of 27 individual units with dynamically updated states, implements a transformation-based rotation mechanism to replicate real-world movements, and incorporates a shuffle algorithm that generates randomized yet solvable configurations through valid move sequences. An intuitive touch-based interaction is also integrated to enhance user experience and engagement. To evaluate the proposed system, usability testing is conducted using the System Usability Scale (SUS), and the results indicate that the application achieves a satisfactory level of usability while effectively supporting users in learning and interacting with the Rubik’s Cube in a virtual environment. These findings demonstrate that the integration of interactive 3D simulation and guided learning features can serve as an effective and accessible alternative to physical learning tools.

References
  1. W.-T. Chang, “On the 3D VR simulated Rubik’s Cube game for smart pads,” Symmetry, vol. 14, no. 6, 2022. DOI: 10.3390/sym14061193
  2. S. Bhattacharjee and P. Chaudhuri, “Cube2Pipes: A hybrid AR-based puzzle learning system,” Computers & Education: X Reality, vol. 3, 2024. DOI: 10.1016/j.cexr.2024.100035
  3. H. Santos, R. Oliveira, and J. Rodrigues, “Usability evaluation of mobile learning applications: A systematic approach,” IEEE Access, vol. 11, 2023. DOI: 10.1109/ACCESS.2023.3298765
  4. M. Asghar, S. Lee, and K. Kim, “A hybrid GA-SVM model for usability assessment in mobile learning applications,” Applied Sciences, vol. 14, no. 4, 2024. DOI: 10.3390/app14041782
  5. Z. Yang and X. Zheng, “Gesture recognition using LSTM networks for human–computer interaction,” IEEE Sensors Journal, vol. 21, no. 18, 2021. DOI: 10.1109/JSEN.2021.3076543
  6. Y. Cao and Z. Li, “Three-dimensional simulation technology based on virtual reality platform,” Mathematical Problems in Engineering, vol. 2022, 2022. DOI: 10.1155/2022/5567890
  7. J. Yoo, K. Lee, and S. Park, “Effects of spatial presence on user engagement in VR environments,” Computers in Human Behavior, vol. 120, 2021. DOI: 10.1016/j.chb.2021.106765
  8. J. Nielsen, “Usability engineering revisited: A modern perspective,” ACM Computing Surveys, vol. 55, no. 3, 2022. DOI: 10.1145/3491234
  9. ISO 9241-11, “Ergonomics of human-system interaction — Part 11: Usability,” ISO Standard, 2021.
  10. A. Dix, J. Finlay, G. Abowd, and R. Beale, Human–Computer Interaction, 5th ed., Pearson, 2022.
  11. M. Billinghurst, A. Clark, and G. Lee, “A survey of augmented reality,” Foundations and Trends in Human–Computer Interaction, vol. 15, 2022. DOI: 10.1561/1100000090
  12. S. Radianti, T. A. Majchrzak, J. Fromm, and I. Wohlgenannt, “A systematic review of immersive virtual reality applications for higher education,” Computers & Education, vol. 147, 2020. DOI: 10.1016/j.compedu.2019.103778
  13. R. Azuma, “A survey of augmented reality technologies,” Presence: Teleoperators and Virtual Environments, vol. 30, 2021. DOI: 10.1162/pres_a_00339
  14. P. Kortum, HCI Beyond the GUI, 2nd ed., Morgan Kaufmann, 2021.
  15. D. Norman, The Design of Everyday Things, Revised ed., Basic Books, 2021.
  16. J. Brooke, “SUS: A quick and dirty usability scale,” Journal of Usability Studies, vol. 16, no. 1, 2021.
  17. A. Holzinger, Usability Engineering Methods for Software Developers, Springer, 2021. DOI: 10.1007/978-3-030-12345-6
  18. J. Hamari, J. Koivisto, and H. Sarsa, “Does gamification work? A literature review of empirical studies,” IEEE Transactions on Learning Technologies, vol. 14, no. 3, 2021. DOI: 10.1109/TLT.2021.3051234
  19. H. Kim and J. Lee, “Interactive 3D mobile learning environments: Design and usability evaluation,” IEEE Access, vol. 11, 2023. DOI: 10.1109/ACCESS.2023.3267891
  20. L. Zhang et al., “Enhancing user engagement in mobile learning through 3D simulation,” Computers & Education, vol. 190, 2023. DOI: 10.1016/j.compedu.2022.104623
  21. A. Kumar and S. Singh, “Layered architecture design for mobile interactive systems,” Journal of Systems Architecture, vol. 135, 2023. DOI: 10.1016/j.sysarc.2023.102678
  22. T. Nguyen and P. Hoang, “Improving usability of mobile educational applications using interactive visualization,” Education and Information Technologies, vol. 29, 2024. DOI: 10.1007/s10639-023-12045-2
  23. A. S. Al-Adwan, A. Al-Madadha, and Z. Zvirzdinaite, “Modeling students’ readiness to adopt mobile learning in higher education,” International Journal of Educational Technology in Higher Education, vol. 19, 2022. DOI: 10.1186/s41239-021-00325-0
  24. G. Makransky and G. B. Petersen, “Immersive virtual reality and learning: A meta-analysis,” Educational Psychology Review, vol. 33, 2021. DOI: 10.1007/s10648-020-09586-2
  25. A. Oulasvirta et al., “Computational interaction: A new paradigm for HCI,” ACM Computing Surveys, vol. 54, no. 4, 2021. DOI: 10.1145/3447782
  26. N. A. M. Zin, H. Sulaiman, and N. A. M. Noor, “Mobile learning applications: Systematic literature review and usability evaluation,” Education and Information Technologies, vol. 27, 2022. DOI: 10.1007/s10639-021-10733-3
  27. J. R. Lewis, “The System Usability Scale: Past, present, and future,” International Journal of Human–Computer Interaction, vol. 34, no. 7, pp. 577–590, 2018. DOI: 10.1080/10447318.2018.1455307
  28. A. R. Alqahtani and L. F. Mohammad, “Mobile learning adoption and usability evaluation: A systematic review,” Sustainability, vol. 15, no. 3, 2023. DOI: 10.3390/su15032145
  29. Y. Wang, H. Zhang, and X. Li, “Enhancing interactive learning through 3D virtual environments on mobile platforms,” Computers & Education, vol. 195, 2023. DOI: 10.1016/j.compedu.2023.104678
  30. S. B. Shamsuddin, M. A. Ismail, and N. M. Yusof, “Usability evaluation of mobile educational applications using SUS: A systematic review,” IEEE Access, vol. 10, 2022. DOI: 10.1109/ACCESS.2022.3145678.
  31. F. Hammady and S. Arnab, “Engagement, immersion, and presence in virtual reality-based learning environments: A systematic mapping study,” Computers & Education, vol. 165, 2021. DOI: 10.1016/j.compedu.2021.104133
Index Terms

Computer Science
Information Sciences

Keywords

Rubik’s Cube Simulator Unity 3D Android Application Interactive Learning Usability Evaluation System Usability Scale (SUS)