Diagnosing errors from off-path steps in model-tracing tutors

Luc Paquette; Jean François Lebeau; André Mayers

doi:10.1007/978-3-642-39112-5_71

Diagnosing errors from off-path steps in model-tracing tutors

Luc Paquette, Jean François Lebeau, André Mayers

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Model-tracing tutors were shown to be effective for the tutoring of problem solving tasks, but they usually lack the capability to provide feedback on learners' off-path steps. In this paper, we define a method, inspired by Sierra, to diagnose many of the learners' errors from their off-path steps. This method is implemented in Astus, a model-tracing tutor authoring framework. We show how Astus diagnose errors from off-path steps and use the resulting diagnostic to generate negative feedback.

Original language	English (US)
Title of host publication	Artificial Intelligence in Education - 16th International Conference, AIED 2013, Proceedings
Editors	H Chad Lane, Kalina Yacef, Jack Mostow, Philip Irvin Pavlik
Publisher	Springer
Pages	611-614
Number of pages	4
ISBN (Print)	9783642391118
DOIs	https://doi.org/10.1007/978-3-642-39112-5_71
State	Published - 2013
Externally published	Yes
Event	16th International Conference on Artificial Intelligence in Education, AIED 2013 - Memphis, TN, United States Duration: Jul 9 2013 → Jul 13 2013

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	7926 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	16th International Conference on Artificial Intelligence in Education, AIED 2013
Country/Territory	United States
City	Memphis, TN
Period	7/9/13 → 7/13/13

Keywords

Error diagnosis
Model-tracing
Negative feedback
Off-path steps

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Online availability

10.1007/978-3-642-39112-5_71

Library availability

Discover UIUC Full Text

Cite this

Paquette, L., Lebeau, J. F., & Mayers, A. (2013). Diagnosing errors from off-path steps in model-tracing tutors. In H. C. Lane, K. Yacef, J. Mostow, & P. I. Pavlik (Eds.), Artificial Intelligence in Education - 16th International Conference, AIED 2013, Proceedings (pp. 611-614). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7926 LNAI). Springer. https://doi.org/10.1007/978-3-642-39112-5_71

Diagnosing errors from off-path steps in model-tracing tutors. / Paquette, Luc; Lebeau, Jean François; Mayers, André.
Artificial Intelligence in Education - 16th International Conference, AIED 2013, Proceedings. ed. / H Chad Lane; Kalina Yacef; Jack Mostow; Philip Irvin Pavlik. Springer, 2013. p. 611-614 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7926 LNAI).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Paquette, L, Lebeau, JF & Mayers, A 2013, Diagnosing errors from off-path steps in model-tracing tutors. in HC Lane, K Yacef, J Mostow & PI Pavlik (eds), Artificial Intelligence in Education - 16th International Conference, AIED 2013, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 7926 LNAI, Springer, pp. 611-614, 16th International Conference on Artificial Intelligence in Education, AIED 2013, Memphis, TN, United States, 7/9/13. https://doi.org/10.1007/978-3-642-39112-5_71

Paquette L, Lebeau JF, Mayers A. Diagnosing errors from off-path steps in model-tracing tutors. In Lane HC, Yacef K, Mostow J, Pavlik PI, editors, Artificial Intelligence in Education - 16th International Conference, AIED 2013, Proceedings. Springer. 2013. p. 611-614. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-642-39112-5_71

Paquette, Luc ; Lebeau, Jean François ; Mayers, André. / Diagnosing errors from off-path steps in model-tracing tutors. Artificial Intelligence in Education - 16th International Conference, AIED 2013, Proceedings. editor / H Chad Lane ; Kalina Yacef ; Jack Mostow ; Philip Irvin Pavlik. Springer, 2013. pp. 611-614 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Diagnosing errors from off-path steps in model-tracing tutors

Abstract

Publication series

Other

Keywords

ASJC Scopus subject areas

Online availability

Library availability

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Artificial Intelligence in Education: 16th International Conference, AIED 2013, Memphis, TN, USA, July 9-13, 2013. Proceedings

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