The article evaluated the action selection engines' speed for real-time tutoring use¶
Claim · All claims
Evidence · 1 study · designr2·q2
Currency · newest study 2004 · 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 article evaluated the prototype engines' capability to select tutorial actions quickly enough for real-world tutoring applications. → R. Charles Murray 2004
Evidence¶
R. Charles Murray 2004¶
R. Charles Murray, Kurt Vanlehn, Jack Mostow. (2004). Looking Ahead to Select Tutorial Actions: A Decision-Theoretic Approach. International Journal of Artificial Intelligence in Education. https://telearn.hal.science/hal-00197308
q2 · i? · design · r2
The article's abstract states that the authors "evaluated their capability to select tutorial actions quickly enough for real-world tutoring applications". This is a reported evaluation aim; the available abstract prints no timing numbers or effect size.
"We also evaluated their capability to select tutorial actions quickly enough for real-world tutoring applications."
Discussion¶
Related Claims¶
- Simulated students were used to evaluate whether the prototype engines select rational tutorial actions emulating human tutors — related
- An ELEVATE prototype achieves near real-time end-to-end tutoring interaction on consumer-grade school hardware without cloud GPUs — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
action-selection-speed-evaluation |
title |
The article evaluated the action selection engines' speed for real-time tutoring use |
description |
The article evaluated the action selection engines' speed for real-time tutoring use |
status |
review |
evidence_strength |
weak |
newest_evidence |
2004 |
generated |
by process:wiki-ingest on 2026-10-27 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — r-charles-murray-2004 |
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