State of the art and practice in AI in education

Современное состояние и практика применения искусственного интеллекта в образовании
W. Holmes, Ilkka Tuomi
2022-10-30

AI in educationAI systems reviewAIED systemsAIED typologypedagogic assumptions
Abstract Recent developments in Artificial Intelligence (AI) have generated great expectations for the future impact of AI in education and learning (AIED). Often these expectations have been based on misunderstanding current technical possibilities, lack of knowledge about state‐of‐the‐art AI in education, and exceedingly narrow views on the functions of education in society. In this article, we provide a review of existing AI systems in education and their pedagogic and educational assumptions. We develop a typology of AIED systems and describe different ways of using AI in education and learning, show how these are grounded in different interpretations of what AI and education is or could be, and discuss some potential roadblocks on the AIED highway.
1
Current expectations about AI’s impact on education often exceed existing technical capabilities and reflect misunderstandings of state-of-the-art AIED.
2
Different AIED applications are grounded in contrasting interpretations of both artificial intelligence and the purposes of education.
3
It develops a typology of AIED systems and identifies multiple ways AI can be used in education and learning.
4
The article highlights potential roadblocks to the development and adoption of AI in education, including overly narrow views of education’s societal functions.
5
The article reviews existing AI-in-education systems together with their underlying pedagogical and educational assumptions.

existing artificial intelligence systems in education and learning

their pedagogic and educational assumptions, uses, underlying interpretations, and potential roadblocks

Publication Details
Publication Date
2022-10-30
Journal
European Journal of Education
Publisher
Wiley
ISSN
0141-8211
Cited by
961
Access Type
Author Information
Authors
W. Holmes
Ilkka Tuomi
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