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Simultaneous Evaluation of Multiple Topics in SIETTE

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Intelligent Tutoring Systems (ITS 2002)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2363))

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Abstract

SIETTE is an efficient web-based implementation of a Computer Adaptive Test. The inference machine used is based on Item Response Theory. New enhances in the evaluation mechanisms, question selection and finalization criteria have been introduced. New evaluation mechanism allows giving structured knowledge estimation about all topics evaluated in a test. Question selection criteria are able to automatically select a balanced number of items from all topics, so teachers do not need to accomplish this task manually. This paper shows that SIETTE can successfully be integrated into web-based Intelligent Tutoring Systems with structured curriculum, in order to make initial estimations of the student’s knowledge level, or even to update the student’s model after his exposition to instructional components.

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References

  1. Self, J. (1990) Theoretical foundation for Intelligent Tutoring Systems. AAAI/AI-ED 1990; 45.

    Google Scholar 

  2. Wainer H. (1990). Computerized adaptive testing: a primer. Hillsdale, NJ: Lawrence Erlbaum Associates.

    Google Scholar 

  3. Lord, F. M. (1980). Applications of item response theory to practical testing problems. Hillsdale, NJ: Lawrence Erlbaum Associates.

    Google Scholar 

  4. Ríos A., Millán E., Trella M., Pérez-de-la-Cruz J., Conejo R. (1999). Internet Based Evaluation System, In: Artificial Intelligence in Education AIED’99, Le Mans (1999) 387–394.

    Google Scholar 

  5. Conejo, R., Millán, E., Pérez-de-la-Cruz, J., Trella, M., (2000). An empirical approach to on-line learning in SIETTE. In Proceedings of ITS 2000, Montreal. Springer-Verlag. 57–60.

    Google Scholar 

  6. Trella, M., Conejo, R. (2000). ITS Web based Architecture for Hierarchical Declarative Domains, in: Young Researchers Track Proceedings, ITS’2000, Montreal 57–60.

    Google Scholar 

  7. Birnbaum, A. (1968). Some latent trait models and their use in inferring an examinee’s mental ability. In Lord, F. M. & Novick, M.R. (ed.) Statistical theories of mental test scores. Reading, MA: Addison-Wesley.

    Google Scholar 

  8. Owen, R. J. (1975). A Bayesian sequential procedures for quantal response in the context of adaptive mental testing. Journal of the American Statistical Association 70, 351–356.

    Article  MATH  MathSciNet  Google Scholar 

  9. Aho, A.V., Sethi, R., Ullman, J.D. (1987). Compilers: principles, techniques and tools.

    Google Scholar 

  10. Millán, E., Pérez-de-la-Cruz, J. L., Suárez, E. (2000). An Adaptive Bayesian Network for Multilevel Student Modeling. In Proceedings of ITS’2000. 534–543.

    Google Scholar 

  11. Olea J., Ponsoda, V.: Tests adaptativos informatizados. In Muñiz, J.(ed) Psicometría. 1996. Madrid: Universitas.

    Google Scholar 

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© 2002 Springer-Verlag Berlin Heidelberg

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Guzmán, E., Conejo, R. (2002). Simultaneous Evaluation of Multiple Topics in SIETTE. In: Cerri, S.A., Gouardères, G., Paraguaçu, F. (eds) Intelligent Tutoring Systems. ITS 2002. Lecture Notes in Computer Science, vol 2363. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-47987-2_74

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  • DOI: https://doi.org/10.1007/3-540-47987-2_74

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-43750-5

  • Online ISBN: 978-3-540-47987-1

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