skip to main content
10.1145/3470716.3470720acmotherconferencesArticle/Chapter ViewAbstractPublication PagesicieiConference Proceedingsconference-collections
research-article

Virtual Reality in Logic Circuits and Switching Theory Laboratory 1 using Support Vector Machine

Published:14 October 2021Publication History

ABSTRACT

With the number of classes suspension happens in the Philippines, laboratory classes lose a large amount of time if a suspension occurred. To solve this issue, the researchers proposed a study if a Virtual Reality (VR) can be an option for laboratory classes. The researchers recreated Logic Circuits and Switching Theory Laboratory 1 (COE117L) as a VR simulation in Unity Engine. The system used Support Vector Machine (SVM) to track the controller using the camera in the device. After gathering survey data from 5 participants, the researchers computed the Cronbach's Alpha, which is 0.7294933, and determined that the questions from the survey are relevant. The researchers computed the mean score from the users’ survey, which is 7.733333, and determined that Virtual Reality (VR) can be an option for laboratory online classes.

References

  1. Vincenzo Bollettino, Tilly Alcayna, Krish Enriquez, Patrick Vinck (2018) Perceptions of Disaster Resilience and Preparedness in the Philippines, Harvard Humanitarian Initiative at: https://hhi.harvard.edu/sites/default/files/publications/prc-phillippine-report-final_0.pdfGoogle ScholarGoogle Scholar
  2. Blanc E, Strobl E (2016) Assessing the impact of typhoons on Rice production in the Philippines. J Appl Meteorol Climatol 55:993–100 doi: 10.1175/JAMC-D-15-0214.1Google ScholarGoogle ScholarCross RefCross Ref
  3. Alexis Fillone, Lexter Strike Santos Ibasco (2017) Modeling of Students Travel Behavior During Class Suspension Due to Bad Weather, 12th Eastern Asia Society for Transportation Studies Conference 2017, At Ho Chi Minh City, VietnamGoogle ScholarGoogle Scholar
  4. Pavithra Rajeswaran, Na-Teng Hung, Thenkurussi Kesavadas, John Vozenilek and Praveen Kumar (2018) AirwayVR: Learning Endotracheal Intubation in Virtual Reality, 2018 IEEE Conference on Virtual Reality and 3D User Interfaces (VR) doi: 10.1109/VR.2018.8446075Google ScholarGoogle ScholarCross RefCross Ref
  5. Marvin S. Verdadero, Robert B. Salon, Jennifer C. Dela Cruz (2018) INTELLIGENT GLOVE (iGLOVE) for Traffic Enforcers, 2018 IEEE 10th International Conference on Humanoid, Nanotechnology, Information Technology,Communication and Control, Environment and Management (HNICEM) doi: 10.1109/HNICEM.2018.8666433Google ScholarGoogle ScholarCross RefCross Ref
  6. M. S. Verdadero, C. O. Martinez-Ojeda and J. C. D. Cruz, "Hand Gesture Recognition System as an Alternative Interface for Remote Controlled Home Appliances," 2018 IEEE 10th International Conference on Humanoid, Nanotechnology, Information Technology,Communication and Control, Environment and Management (HNICEM), Baguio City, Philippines, 2018, pp. 1-5, doi: 10.1109/HNICEM.2018.8666291.Google ScholarGoogle Scholar
  7. Analyn N. Yumang, Arnold C. Paglinawan, Glenn O. Avendano, Charmaine C. Parlinawan, Marianne M. Sejera, Nicole Joyce J. Aquino, Alelil Joy C. Garvida and Reuvin Jireh L. Datu (2016) Gamified Outcomes-Based Teaching and Learning Assessment Tool for Mapua Institute of Technology, 2016 6th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) DOI: 10.1109/ICCSCE.2016.7893603Google ScholarGoogle Scholar
  8. H. Hou and Y. Lin, "The Development and Evaluation of an Educational Game Integrated with Augmented Reality and Virtual Laboratory for Chemistry Experiment Learning," 2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI), Hamamatsu, 2017, pp. 1005-1006. doi: 10.1109/IIAI-AAI.2017.14Google ScholarGoogle Scholar
  9. Rosalino Rodríguez Calderón, Miguel Ángel García Ruíz (2019) Learning physics with virtual environment, 2019 IEEE World Conference on Engineering Education (EDUNINE) doi: 10.1109/EDUNINE.2019.8875824Google ScholarGoogle ScholarCross RefCross Ref
  10. Yoana Slavova and Mu Mu (2018), A Comparative Study of the Learning Outcomes and Experience of VR in Education, 2018 IEEE Conference on Virtual Reality and 3D User Interfaces (VR) doi: 10.1109/VR.2018.8446486Google ScholarGoogle ScholarCross RefCross Ref
  11. Huan Wei, Yue Liu and Yongtian Wang (2019) Building AR-based Optical Experiment Applications in a VR Course, 2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR) doi: 10.1109/VR.2019.8797799Google ScholarGoogle ScholarCross RefCross Ref
  12. Hyundo Kim, Sukgyu Nah, Jaeyong Oh and Hokyoung Ryu (2019) VR-MOOCs: A Learning Management System for VR Education, 2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR) doi: 10.1109/VR.2019.8798106Google ScholarGoogle ScholarCross RefCross Ref
  13. D. R. dela Cruz and D. M. M. Mendoza, "Design and Development of Virtual Laboratory: A Solution to the Problem of Laboratory Setup and Management of Pneumatic Courses in Bulacan State University College of Engineering," 2018 IEEE Games, Entertainment, Media Conference (GEM), Galway, 2018, pp. 1-23 doi: 10.1109/GEM.2018.8516467Google ScholarGoogle Scholar
  14. Wei-Kai Liou and Chun-Yen Chang (2018) Virtual reality classroom applied to science education, 2018 23rd International Scientific-Professional Conference on Information Technology (IT) doi: 10.1109/SPIT.2018.8350861Google ScholarGoogle ScholarCross RefCross Ref
  15. Zhang, F., Wu, T., Pan, J. Human motion recognition based on SVM in VR art media interaction environment. Hum. Cent. Comput. Inf. Sci. 9, 40 (2019). Doi: https://doi.org/10.1186/s13673-019-0203-8Google ScholarGoogle Scholar
  16. F. Alsulami, K. Ahmadi and E. Salari, "Detection and tracking of dim objects in infrared (IR) images using Support Vector Machine," 2016 IEEE International Conference on Electro Information Technology (EIT), Grand Forks, ND, 2016, pp. 0357-0361. Doi: 10.1109/EIT.2016.7535265Google ScholarGoogle Scholar
  17. A. M. M. De Los Reyes, A. C. A. Reyes, J. L. Torres, D. A. Padilla and J. Villaverde, "Detection of Aedes Aegypti mosquito by digital image processing techniques and support vector machine," 2016 IEEE Region 10 Conference (TENCON), Singapore, 2016, pp. 2342-2345. Doi: 10.1109/TENCON.2016.7848448Google ScholarGoogle Scholar
  18. Dhanasree, K., Nisha, K., & Jayakrishnan, R. (2018). Hospital Emergency Room Training Using Virtual Reality and Leap Motion Sensor. 2018 Second International Conference on Intelligent Computing and Control Systems (ICICCS). doi:10.1109/iccons.2018Google ScholarGoogle Scholar
  1. Virtual Reality in Logic Circuits and Switching Theory Laboratory 1 using Support Vector Machine

      Recommendations

      Comments

      Login options

      Check if you have access through your login credentials or your institution to get full access on this article.

      Sign in
      • Published in

        cover image ACM Other conferences
        ICIEI '21: Proceedings of the 6th International Conference on Information and Education Innovations
        April 2021
        145 pages
        ISBN:9781450389488
        DOI:10.1145/3470716

        Copyright © 2021 ACM

        Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

        Publisher

        Association for Computing Machinery

        New York, NY, United States

        Publication History

        • Published: 14 October 2021

        Permissions

        Request permissions about this article.

        Request Permissions

        Check for updates

        Qualifiers

        • research-article
        • Research
        • Refereed limited
      • Article Metrics

        • Downloads (Last 12 months)19
        • Downloads (Last 6 weeks)0

        Other Metrics

      PDF Format

      View or Download as a PDF file.

      PDF

      eReader

      View online with eReader.

      eReader

      HTML Format

      View this article in HTML Format .

      View HTML Format