Neural network, deep learning, eye tracking and personalized learning are trending AIED keywords emerging with key structural roles in the latest period¶

Claim · All claims
Evidence · 1 study · review r2 · q2
Currency · newest study 2021 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q2 i? Keywords appearing for the first time in top strength and betweenness lists in 2018–19 — including collaborative problem solving, neural network, deep learning, personalized learning, higher education, ontology and eye tracking — are identified as trending. → 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

Micro-level analysis of the top 20 keywords by node strength and weighted betweenness centrality across five periods (Figs. 10–11). Keywords such as 'collaborative problem solving', 'neural network', 'deep learning', 'personalized learning', 'higher education', 'ontology' and 'eye tracking' appear for the first time in both lists in the latest period and "are considered candidates for emerging keywords in the field."

"are the keywords that take place the first time in both lists, and so are considered candidates for emerging keywords in the field."

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
• New AIED knowledge clusters — 'eye tracking' and 'deep learning' — emerge only in the most recent period (2018–19) — related