Skip to main content

Leveraging a Task-Specific Approach for Intelligent Tutoring System Generation: Comparing the Generic Tasks and KADS Frameworks

  • Conference paper
Multiple Approaches to Intelligent Systems (IEA/AIE 1999)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 1611))

Abstract

There is a need for easier, more cost-effective means of developing intelligent tutoring systems (ITSs). A novel and advantageous solution to this problem is proposed here: the development of task-specific ITS shells that can generate tutoring systems for different domains within a given class of tasks. Task-specific authoring shells offer flexibility in generating ITSs for different domains, while still being powerful enough to build knowledgeable tutors. Two widely adopted task-specific methodologies, GTs and KADS, are examined and compared in the context of automatic generation of intelligent tutoring systems.

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 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

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Chandrasekaran, B.: Generic tasks in knowledge-based reasoning: high-level building blocks for expert system design. IEEE Expert 1(3), 23–30 (1986)

    Google Scholar 

  2. Clancey, W., Joerger, K.: A Practical Authoring Shell for Apprenticeship Learning. In: Proc. of ITS 1988: First International Conference on ITSs, Montreal, Canada (1988)

    Google Scholar 

  3. El-Sheikh, E., Sticklen, J.: A Framework for Developing Intelligent Tutoring Systems Incorporating Reusability. In: Moonis, A., Mira, J., de Pobil, A.P. (eds.) IEA/AIE 1998. LNCS, vol. 1415. Springer, Heidelberg (1998)

    Google Scholar 

  4. El-Sheikh, E., Sticklen, J.: Using a Functional Approach to Model Learning Environments. In: Model Based Reasoning for Intelligent Education Environments, ECAI 1998: European Conference on Artificial Intelligence, Brighton, UK (1998)

    Google Scholar 

  5. McDermott, J.: Preliminary Steps Towards a Taxonomy of Problem-Solving Methods. In: Marcus, S. (ed.) Automating Knowledge Acquisition for Expert Systems, Boston, MA. Kluwer Academic Publishers, Dordrecht (1988)

    Google Scholar 

  6. Murray, T.: Authoring Knowledge-Based Tutors: Tools for Content, Instructional Strategy, Student Model and Interface Design. The Journal of the Learning Sciences  7(1), 5–64 (1998)

    Google Scholar 

  7. Shute, V.J., Regian, J.W.: Rose garden promises of intelligent tutoring systems: Blossom or thorn? In: Proceedings from the Space Operations, Applications and Research Symposium, Albuquerque, NM (1990)

    Google Scholar 

  8. Steels, L.: Components of Expertise. AI Magazine 11(2), 28–49 (1990)

    Google Scholar 

  9. Sticklen, J., Wallingford, E.: On the Relationship between Knowledge-based Systems Theory and Application Programs: Leveraging Task Specific Approaches. In: First International Conference on Expert Systems and Development, Cairo, Egypt (1992)

    Google Scholar 

  10. Wenger, E.: Artificial Intelligence and Tutoring Systems: Computational and Cognitive Approaches to the Communication of Knowledge. Morgan Kaufmann Publishers, Inc., Los Altos (1987)

    Google Scholar 

  11. Wielinga, B., Schreiber, A., et al.: KADS: A Modeling Approach to Knowledge Engineering. Knowledge Acquisition 4(1), 5–54 (1992)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1999 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

El-Sheikh, E., Sticklen, J. (1999). Leveraging a Task-Specific Approach for Intelligent Tutoring System Generation: Comparing the Generic Tasks and KADS Frameworks. In: Imam, I., Kodratoff, Y., El-Dessouki, A., Ali, M. (eds) Multiple Approaches to Intelligent Systems. IEA/AIE 1999. Lecture Notes in Computer Science(), vol 1611. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-48765-4_86

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-48765-4_86

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-66076-7

  • Online ISBN: 978-3-540-48765-4

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics