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Combined Course Programmes Generation in Multi-agent e-Learning System Using Policy-Based HTN Planning

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Agent and Multi-Agent Systems: Technologies and Applications (KES-AMSTA 2011)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 6682))

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Abstract

As integration processes have been intensified in the area of higher education, they should be supported by information technologies. A Combined Course Programmes (CCP) generation mechanism based on HTN planning was developed for a multi-agent system, managing the distributed e-Learning environment. The limitations of HTN planning were overcome by XACML policy language, that was used for specification of preconditions. This improves the expressiveness and facilitates planning in a multi-domain environment supported by different experts. In order to improve the effectiveness of HTN planning in the multi-domain hierarchical environment, a domain refinement technique was designed. Its efficiency gains were confirmed by experiments.

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References

  1. AlZahrani, S., Ayesh, A., Zedan, H.: Multi-agent System Based Regional Data Grid. In: Int. Conf. on Computer Engineering & Systems, ICCES (2008)

    Google Scholar 

  2. Erol, K.: HTN planning: Formalization, Analysis, and Implementation. Ph.D. thesis, University of Maryland, Computer Science Department (1995)

    Google Scholar 

  3. Moses, T. (ed.): eXtensible Access Control Markup Language (XACML) Version 2.0. OASIS Standard, XACML TC (2005)

    Google Scholar 

  4. Nau, D., Ghallab, M., Traverso, P.: Automated Planning: Theory & Practice. Morgan Kaufmann Publishers Inc., San Francisco (2004)

    MATH  Google Scholar 

  5. Nau, D., Ilghami, O., Kuter, U., Murdock, J.W., Wu, D., Yaman, F.: Shop2: An HTN Planning System. Journal of Artificial Intelligence Research 20, 379–404 (2003)

    MATH  Google Scholar 

  6. Nau, D.S., Smith, S.J., Erol, K.: Control Strategies in HTN Planning: Theory Versus Practice. In: Proceedings of AAAI 1998/IAAI 1998, pp. 1127–1133. AAAI Press, Menlo Park (1998)

    Google Scholar 

  7. Nikolaev, P., Ayesh, A., Zedan, H.: Combined Course Programmes Support System. In: 2nd Creativity, Innovation and Software Engineering Conference (2009)

    Google Scholar 

  8. Sloman, M.: Policy Driven Management for Distributed Systems. Journal of Network and Systems Management 2, 333–360 (1994)

    Article  Google Scholar 

  9. Tsuneto, R., Nau, D.S., Hendler, J.A.: Plan-Refinement Strategies and Search-Space Size. In: ECP, pp. 414–426 (1997)

    Google Scholar 

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© 2011 Springer-Verlag Berlin Heidelberg

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Nikolaev, P., Ayesh, A. (2011). Combined Course Programmes Generation in Multi-agent e-Learning System Using Policy-Based HTN Planning. In: O’Shea, J., Nguyen, N.T., Crockett, K., Howlett, R.J., Jain, L.C. (eds) Agent and Multi-Agent Systems: Technologies and Applications. KES-AMSTA 2011. Lecture Notes in Computer Science(), vol 6682. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-22000-5_52

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  • DOI: https://doi.org/10.1007/978-3-642-22000-5_52

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-21999-3

  • Online ISBN: 978-3-642-22000-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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