New AIED knowledge clusters — 'eye tracking' and 'deep learning' — emerge only in the most recent period (2018–19)¶
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Evidence · 1 study · reviewr2·q2
Currency · newest study 2021 · not yet checked against its sources · not reviewed by a person
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q2 i? Modularity clustering of the 2018–19 KCN reveals the eye tracking and deep learning clusters emerging as independent themes for the first time. → Shihui Feng & Nancy Law 2021
Evidence¶
Shihui Feng & Nancy Law 2021¶
Shihui Feng & Nancy Law. (2021). Mapping Artificial Intelligence in Education Research: A Network-based Keyword Analysis. International Journal of Artificial Intelligence in Education, 31, 277–303. https://doi.org/10.1007/s40593-021-00244-4
q2 · i? · review · r2
Meso-level fast-greedy modularity clustering of the fifth temporal KCN. 'Eye tracking' had been under the data mining and later intelligent tutoring system clusters before becoming an independent cluster; 'deep learning' first occurred in 2014-15 under the education game cluster, moved to the engagement cluster, then "emerges as a new focus within the field" in 2018–19.
"It is also critical to uncover the emergence of some clusters that only take place during the most recent time period (2018-19): the 'eye tracking' cluster and the 'deep learning' cluster."
Discussion¶
Related Claims¶
- The AIED keyword co-occurrence network has a hierarchical structure with a few widely studied hub keywords bridging diverse research topics — related
- Neural network, deep learning, eye tracking and personalized learning are trending AIED keywords emerging with key structural roles in the latest period — related
- AIED research centers on two sustained themes: intelligent tutoring systems (2010–19) and massive open online courses (since 2014) — related
- Educational data mining keywords redistribute across new clusters over time, showing evolving specialization in AIED — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
new-clusters-eye-tracking-deep-learning-2018-19 |
title |
New AIED knowledge clusters — 'eye tracking' and 'deep learning' — emerge only in the most recent period (2018–19) |
description |
New AIED knowledge clusters — 'eye tracking' and 'deep learning' — emerge only in the most recent period (2018–19) |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2021 |
generated |
by process:wiki-ingest on 2026-10-27 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — shihui-feng-nancy-law-2021 |
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