The extra development effort of model tracing stems from additional design requirements that are responsible for its improved remediation¶
Claim · All claims
Evidence · 1 study · designr?·q2
Currency · newest study 2005 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q2 i? The increased effort of building a model-tracing tutor is a function of additional design requirements, and those requirements account for the improved remediation. → Viswanathan Kodaganallur 2005
Evidence¶
Viswanathan Kodaganallur 2005¶
Viswanathan Kodaganallur, Rob R. Weitz, David Rosenthal. (2005). A Comparison of Model-Tracing and Constraint-Based Intelligent Tutoring Paradigms. International Journal of Artificial Intelligence in Education. https://telearn.hal.science/hal-00197305
q2 · i? · design · r?
The authors' interpretation of their own tutor-building experience links effort and quality: the increased effort "is a function of additional design requirements that are responsible for the improved remediation".
"This increased effort is a function of additional design requirements that are responsible for the improved remediation."
Discussion¶
Related Claims¶
- Building a model-tracing tutor requires greater development effort than building a constraint-based tutor for the same domain — related
- Model tracing is superior for targeted, high-quality remediation, and this superiority increases with the complexity of the solution process goal structure — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
model-tracing-design-requirements-explain-remediation |
title |
The extra development effort of model tracing stems from additional design requirements that are responsible for its improved remediation |
description |
The extra development effort of model tracing stems from additional design requirements that are responsible for its improved remediation |
status |
review |
evidence_strength |
weak |
newest_evidence |
2005 |
generated |
by process:wiki-ingest on 2026-10-27 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — viswanathan-kodaganallur-2005 |
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