Skip to main content

An Agent Based Model for Integrating Intelligent Tutoring System and Virtual Learning Environments

  • Conference paper
Book cover Advances in Artificial Intelligence – IBERAMIA 2012 (IBERAMIA 2012)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 7637))

Included in the following conference series:

Abstract

Virtual learning environments (VLEs) are used in distance learning and classroom teaching as teachers and students support tools in the teaching–learning process, where teachers can provide material, activities and assessments for students. However, this process is done in the same way for all the students, regardless of their differences in performance and behavior in the environment. The purpose of this work is to develop an agent-based intelligent learning environment model inspired by intelligent tutoring to provide adaptability to distributed VLEs, using Moodle as a case study and taking into account students’ performance on tasks and activities proposed by the teacher, as well as monitoring his/her study material access.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
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

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Baziukaité, D.: Approach to an Adaptive and Intelligent Learning Environment. In: Elleithy, K., Sobh, T., Mahmood, A., Iskander, M., Karim, M. (eds.) Advances in Computer, Information, and Systems Sciences, and Engineering, pp. 399–406. Springer (2006)

    Google Scholar 

  2. Boff, E.: Collaboration in Learning Intelligent Environments mediated by a Social Agent Probabilistic. Ph.D. Thesis, Computer Science Course. Federal University of Rio Grande do Sul, Porto Alegre (2008) (in Portuguese)

    Google Scholar 

  3. Bordini, R.H., Hubner, J.F., Wooldridge, M.: Programming Multi-Agent Systems in AgentSpeak using Jason. Wiley, England (2007)

    Book  MATH  Google Scholar 

  4. Bordini, R., Vieira, R., Moreira, A.F.: Fundamentos de Sistemas Multiagentes. In: Ferreira, C.E. (ed.) Jornada de Atualização em Informática (JAI 2001), vol. 2, pp. 3–44. SBC, Fortaleza (2001)

    Google Scholar 

  5. Conati, C.: Intelligent Tutoring Systems - New Challenges and Directions. In: 21st International Joint Conference on Artificial intelligence (IJCAI 2009), pp. 2–7 (2009)

    Google Scholar 

  6. Dillenbourg, P., Schneider, D.K., Synteta, P.: Virtual Learning Environments. In: Dimitracopoulou, A. (ed.) 3rd Hellenic Conference Information & Communication Technologies in Education, pp. 3–18 (2002)

    Google Scholar 

  7. Fagundes, M.: An Environment for Development of BDI Agents. Course Completion Work. Federal University of Pelotas (2004) (in Portuguese)

    Google Scholar 

  8. Frigo, L.B., Pozzebon, E., Bittencourt, G.: The Role of Intelligent Agents in Intelligent Tutoring Systems. In: World Congress on Engineering and Technology Education (WCETE 2004), pp. 667–671 (2004) (in Portuguese)

    Google Scholar 

  9. Giraffa, L.M.M., Viccari, R.M.: The Use of Agents Techniques on Intelligent Tutoring Systems. In: XVIII International Conference of the Chilean Society of Computer Science (SCCC 1998), pp. 76–83. IEEE (1998)

    Google Scholar 

  10. Lima, R.D., Rosatelli, M.C.: An Intelligent Tutoring System to a Virtual Environment for Teaching and Learning. In: IX Workshop de Informática na Escola, Campinas. Anais do XXIII Congresso da Sociedade Brasileira de Computação (2003) (in Portuguese)

    Google Scholar 

  11. Moran, J.M.: Computers in Education - Theory & Practice. Porto Alegre 3(1) (set. 2000); UFRGS. Postgraduate Program in Computer in Education, pp. 137–144 (in Portuguese)

    Google Scholar 

  12. Mozzaquatro, P.M., Franciscato, F., Ribeiro, P.S., Medina, R.D.: Modeling a Framework for Adaptation of Virtual Learning Environments Mobiles to Different Cognitive Styles. RENOTE - New Technologies in Education Journal 7(3) (2009) (in Portuguese)

    Google Scholar 

  13. Oliveira, C.L.V.: AutoExplC - Intelligent Tutoring System to Aid the Teaching of “C” Language Based on Learning by Self-Explanation of Examples. PUC, Campinas (2005) (in Portuguese)

    Google Scholar 

  14. Pereira, A.T.C., Schmitt, V., Álvares, M.R.C.: Virtual Learning Environments. Culture Bookstore (2007) (in Portuguese)

    Google Scholar 

  15. Silveira, R.A.: Ambientes Inteligentes Distribuídos de Aprendizagem. CPGCC da UFRGS, Porto Alegre (1998)

    Google Scholar 

  16. Russell, S., Norvig, P.: Artificial Intelligence - A Modern Approach. Prentice-Hall, Inc., New Jersey (2002)

    MATH  Google Scholar 

  17. Santos, C.T., Frozza, R., Dahmer, A., Gaspary, L.P.: DÓRIS - Pedagogical Agent in Intelligent Tutoring Systems. In: Cerri, S.A., Gouardéres, G., Paraguaçu, F. (eds.) ITS 2002. LNCS, vol. 2363, pp. 91–104. Springer, Heidelberg (2002)

    Chapter  MATH  Google Scholar 

  18. Valente, J.A.: Computers in Education - Conform or Transform the School. p. 42 (2009)

    Google Scholar 

  19. Weinbrenner, S., Hoppe, H.U., Leal, L., Montenegro, M., Vargas, W., Maldonado, L.: Supporting Cognitive Competence Development in Virtual Classroom. In: 10th IEEE International Conference on Advanced Learning Technologies (ICALT 2010), pp. 573–577. IEEE (2010)

    Google Scholar 

  20. Wooldridge, M.: Reasoning about Rational Agents. The MIT Press, Cambridge (2000)

    MATH  Google Scholar 

  21. Wooldridge, M.: An Introduction to Multiagent Systems, 2nd edn. John Wiley & Sons Ltd., Hoboken (2009)

    Google Scholar 

  22. Zakrzewska, D.: Cluster Analysis in Personalized E-Learning Systems. Springer, Heidelberg (2009)

    Book  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Giuffra, C.E.P., Silveira, R.A. (2012). An Agent Based Model for Integrating Intelligent Tutoring System and Virtual Learning Environments. In: Pavón, J., Duque-Méndez, N.D., Fuentes-Fernández, R. (eds) Advances in Artificial Intelligence – IBERAMIA 2012. IBERAMIA 2012. Lecture Notes in Computer Science(), vol 7637. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-34654-5_65

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-34654-5_65

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-34653-8

  • Online ISBN: 978-3-642-34654-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics