Skip to main content

A Cross-Cultural Comparison of Effective Help-Seeking Behavior among Students Using an ITS for Math

  • Conference paper
Intelligent Tutoring Systems (ITS 2012)

Abstract

We use educational data mining to arrive at models of help-seeking behaviors associated with learning from datasets from three countries: Costa Rica, the Philippines, and the USA. The models were then tested on each country’s data to find out how effective help-seeking behavior varies across countries. This study found that models of effective help-seeking are not necessarily transferrable across specific pairs of cultures.

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

References

  1. Aleven, V., McLaren, B.M., Roll, I., Koedinger, K.R.: Toward meta-cognitive tutoring: A model of help seeking with a Cognitive Tutor. International Journal of Artificial Intelligence in Education 16(2), 101–128 (2006)

    Google Scholar 

  2. Baker, R.S.J.d., Corbett, A.T., Koedinger, K.R., Evenson, S., Roll, I., Wagner, A.Z., Naim, M., Raspat, J., Baker, D.J., Beck, J.E.: Adapting to When Students Game an Intelligent Tutoring System. In: Ikeda, M., Ashley, K.D., Chan, T.-W. (eds.) ITS 2006. LNCS, vol. 4053, pp. 392–401. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  3. Baker, R.S.J.d., Gowda, S.M., Corbett, A.T.: Automatically detecting a student’s preparation for future learning: Help use is key. In: Proceedings of the 4th International Conference on Educational Data Mining, pp. 179–188 (2011)

    Google Scholar 

  4. Ogan, A., Walker, E., Baker, R., Rebolledo, G., Jimenez-Castro, M.: Collaboration in Cognitive Tutor Use in Latin America: Field Study and Design Recommendations. To appear in: Proceedings ACM Computer-Human Interaction Conference (2012)

    Google Scholar 

  5. San Pedro, M.O.C.Z., Baker, R.S.J.d., Rodrigo, M.M.T.: Detecting Carelessness through Contextual Estimation of Slip Probabilities among Students Using an Intelligent Tutor for Mathematics. In: Biswas, G., Bull, S., Kay, J., Mitrovic, A. (eds.) AIED 2011. LNCS, vol. 6738, pp. 304–311. Springer, Heidelberg (2011)

    Chapter  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

Soriano, J.C.A. et al. (2012). A Cross-Cultural Comparison of Effective Help-Seeking Behavior among Students Using an ITS for Math. In: Cerri, S.A., Clancey, W.J., Papadourakis, G., Panourgia, K. (eds) Intelligent Tutoring Systems. ITS 2012. Lecture Notes in Computer Science, vol 7315. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-30950-2_98

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-30950-2_98

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-30949-6

  • Online ISBN: 978-3-642-30950-2

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics