Skip to main content

Intelligent Tutoring System, Based on Video E-learning, for Teaching Artificial Intelligence

  • Conference paper

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 372))

Abstract

In the last few years, distant learning is gaining traction as a valid teaching approach taking advantage of the Internet and current multimedia capabilities. Even though thousands of students are enrolling to Massive Open Online Courses, there is still a lack of proper educative programs who account for the individual characteristics of the students. In particular, most e-learning courses tend to be mere repositories of contents, very teacher-centric and lacking the necessary individual personalisation to account for each student’s needs, expectations and paces. In this work, we propose and describe an Intelligent Tutoring System that enables the automatic adaptation of the contents of the course to the particular learners. The systems was tested with a group of students with very positive direct and indirect results.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Lau, R.W., Yen, N.Y., Li, F., Wah, B.: Recent development in multimedia e-learning technologies. World Wide Web 17(2), 189–198 (2014)

    Article  Google Scholar 

  2. Avalos, A., Martín, L., Pérez-Urria, E., Pintos, B.: Problem-based learning and the use of new learning-teaching methodology. In: Procs. 4th Int. Technology, Education and Development Conference (INTED 2010), pp. 3004–3009 (2010)

    Google Scholar 

  3. Horton, W.: e-Learning by Design. Pfeiffer (2011)

    Google Scholar 

  4. Mayer, R., Clark, R.: e-learning and the Science of Instruction: proven guidelines for consumers and Designers of Multimedia Learning. Wiley and Sons (2011)

    Google Scholar 

  5. Lane, J., Fetherston, T.: Beyond U-tube: An innovative use of online digital video analysis in teacher education. In: Procs. 3rd International Conference on e-Learning. Academic Confereces Limited (2008)

    Google Scholar 

  6. Koutsojannis, C., Prentzas, J., Hatzilygeroudis, I.: A web based intelligent tutoring system teaching nursing students fundamental aspects of biomedical technology. In: Procs. 23rd Annual EMBS International Conference, pp. 4024–4027 (2001)

    Google Scholar 

  7. Yoshikawa, A., Shintani, M., Ohba, Y.: Intelligent tutoring system for electric circuit exercising. IEEE Transactions on Education 35(3), 222–225 (1992)

    Article  Google Scholar 

  8. Kornecki, A., Hilburn, T., Diefenbach, T., Towhidnejad, M.: Intelligent tutoring issues for air traffic control training. IEEE Transactions on Control Systems Technology 1(3), 204–211 (1993)

    Article  Google Scholar 

  9. Wenger, E.: Artificial Intelligence and Tutoring Systems. Morgan Kaufmann Publishers (1987)

    Google Scholar 

  10. Myller, N., Suhonen, J., Sutinen, E.: Using Data Mining for improving web-based course design. In: Procs. International Conference on Computers in Education, pp. 959–963 (2002)

    Google Scholar 

  11. Negnevitsky, M.: A knowledge based tutoring system for teaching fault analysis. IEEE Transactions on Power Systems 13(1) (1998)

    Google Scholar 

  12. Anderson, J., Boyle, C., Corbett, A., Lewis, M.: Cognitive modeling and intelligent tutoring. Artificial Intelligence 42, 7–49 (1990)

    Article  Google Scholar 

  13. Hwang, G.: A concept map model for developing intelligent tutoring systems. Computers & Education 40(3), 217–235 (2003)

    Article  Google Scholar 

  14. Schofield, J., Evans-Rhodes, D., Huber, B.: Artificial Intelligence in the classroom: The impact of a computer-based tutor on teachers and students. Social Science Computer Review 8(1), 24–41 (1990)

    Article  Google Scholar 

  15. Wooldridge, M.: An Introduction to multiagent Systems. John Wiley & Sons (2002)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Antonio Bailón .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2015 Springer International Publishing Switzerland

About this paper

Cite this paper

Bailón, A., Fajardo, W., Molina-Solana, M. (2015). Intelligent Tutoring System, Based on Video E-learning, for Teaching Artificial Intelligence. In: Bajo, J., et al. Trends in Practical Applications of Agents, Multi-Agent Systems and Sustainability. Advances in Intelligent Systems and Computing, vol 372. Springer, Cham. https://doi.org/10.1007/978-3-319-19629-9_24

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-19629-9_24

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-19628-2

  • Online ISBN: 978-3-319-19629-9

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics