Abstract
This paper presents empirical results about the behavior effect of two different hinting strategies applied on exercises within an ITS: having some penalty on the scoring for viewing hints or not having any effect on the scoring; and hints directly available or only available as a result to an incorrect attempt. We analyze the students’ behavior differences when these hinting techniques changed, taking into account the type and difficulty of the presented exercises.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Aleven, V., Mclaren, B., Roll, I., Koedinger, K.R.: Toward Meta-cognitive Tutoring: A Model of Help Seeking with a Cognitive Tutor. Int. J. Artif. Intell. 16, 101–128 (2006)
Feng, M., Heffernan, N.T., Koedinger, K.R.: Predicting state test scores better with intelligent tutoring systems: developing metrics to measure assistance required. In: Ikeda, M., Ashley, K.D., Chan, T.-W. (eds.) ITS 2006. LNCS, vol. 4053, pp. 31–40. Springer, Heidelberg (2006)
Beck, J.E., Chang, K., Mostow, J., Corbett, A.: Does Help Help? Introducing the Bayesian Evaluation. In: Woolf, B.P., Aïmeur, E., Nkambou, R., Lajoie, S. (eds.) ITS 2008. LNCS, vol. 5091, pp. 540–550. Springer, Heidelberg (2008)
Conejo, R., Guzmán, E., Pérez de-la Cruz, J.L., Millán, E.: An Empirical Study About Calibration of Adaptive Hints in Web-Based Adaptive Testing Environments. In: Wade, V.P., Ashman, H., Smyth, B. (eds.) AH 2006. LNCS, vol. 4018, pp. 71–80. Springer, Heidelberg (2006)
Muñoz-Merino, P.J., Delgado Kloos, C.: A software player for providing hints in problem-based learning according to a new specification. Computer Applications in Engineering Education 17, 272–284 (2009)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Muñoz-Merino, P.J., Delgado Kloos, C., Muñoz-Organero, M. (2010). Behavior Effect of Hint Selection Penalties and Availability in an Intelligent Tutoring System. In: Aleven, V., Kay, J., Mostow, J. (eds) Intelligent Tutoring Systems. ITS 2010. Lecture Notes in Computer Science, vol 6095. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-13437-1_78
Download citation
DOI: https://doi.org/10.1007/978-3-642-13437-1_78
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-13436-4
Online ISBN: 978-3-642-13437-1
eBook Packages: Computer ScienceComputer Science (R0)