Inferring the context for evaluating physics algebraic equations when the scaffolding is removed

C. W. Liew, Joel Shapiro, D. E. Smith

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

This paper describes our continuing work on enabling a tutor to evaluate algebraic solutions to word problems in physics. Current tutoring systems require students to explicitly define each variable that is used in the algebraic equations. We have developed a constraint propagation based heuristic algorithm that finds the possible dimensions and physics concepts for each variable. In earlier work we developed techniques that worked for a small set of problems and evaluated them on a small number of students. The work described here covers an extension to and evaluation of a much larger class of problems and a larger number of students. The results show that our technique uniquely determines the dimensions of all the variables in 89% of the sets of equations. By asking the student for dimension information about one variable, an additional 3% of the sets can be determined. Thus a physics tutoring system can use this technique to reason about a student's answers even when the scaffolding and context are removed.

Original languageEnglish (US)
Title of host publicationProceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004
EditorsV. Barr, Z. Markov
Pages455-459
Number of pages5
StatePublished - Dec 17 2004
EventProceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004 - Miami Beach, FL, United States
Duration: May 17 2004May 19 2004

Publication series

NameProceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004
Volume2

Other

OtherProceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004
CountryUnited States
CityMiami Beach, FL
Period5/17/045/19/04

Fingerprint

Physics
Students
Heuristic algorithms

All Science Journal Classification (ASJC) codes

  • Engineering(all)

Cite this

Liew, C. W., Shapiro, J., & Smith, D. E. (2004). Inferring the context for evaluating physics algebraic equations when the scaffolding is removed. In V. Barr, & Z. Markov (Eds.), Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004 (pp. 455-459). (Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004; Vol. 2).
Liew, C. W. ; Shapiro, Joel ; Smith, D. E. / Inferring the context for evaluating physics algebraic equations when the scaffolding is removed. Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004. editor / V. Barr ; Z. Markov. 2004. pp. 455-459 (Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004).
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Liew, CW, Shapiro, J & Smith, DE 2004, Inferring the context for evaluating physics algebraic equations when the scaffolding is removed. in V Barr & Z Markov (eds), Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004. Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004, vol. 2, pp. 455-459, Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004, Miami Beach, FL, United States, 5/17/04.

Inferring the context for evaluating physics algebraic equations when the scaffolding is removed. / Liew, C. W.; Shapiro, Joel; Smith, D. E.

Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004. ed. / V. Barr; Z. Markov. 2004. p. 455-459 (Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004; Vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Liew CW, Shapiro J, Smith DE. Inferring the context for evaluating physics algebraic equations when the scaffolding is removed. In Barr V, Markov Z, editors, Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004. 2004. p. 455-459. (Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004).