The Promises and Challenges of Artificial Intelligence for Teachers: a Systematic Review of Research

Article Status
Published
Authors/contributors
Title
The Promises and Challenges of Artificial Intelligence for Teachers: a Systematic Review of Research
Abstract
Abstract This study provides an overview of research on teachers’ use of artificial intelligence (AI) applications and machine learning methods to analyze teachers’ data. Our analysis showed that AI offers teachers several opportunities for improved planning (e.g., by defining students’ needs and familiarizing teachers with such needs), implementation (e.g., through immediate feedback and teacher intervention), and assessment (e.g., through automated essay scoring) of their teaching. We also found that teachers have various roles in the development of AI technology. These roles include acting as models for training AI algorithms and participating in AI development by checking the accuracy of AI automated assessment systems. Our findings further underlined several challenges in AI implementation in teaching practice, which provide guidelines for developing the field.
Publication
TechTrends
Volume
66
Issue
4
Pages
616-630
Date
07/2022
Journal Abbr
TechTrends
Language
en
ISSN
8756-3894, 1559-7075
Short Title
The Promises and Challenges of Artificial Intelligence for Teachers
Accessed
16/06/2023, 17:16
Library Catalogue
DOI.org (Crossref)
Extra
Citation Key: celik2022
Citation
Celik, I., Dindar, M., Muukkonen, H., & Järvelä, S. (2022). The Promises and Challenges of Artificial Intelligence for Teachers: a Systematic Review of Research. TechTrends, 66(4), 616–630. https://doi.org/10.1007/s11528-022-00715-y
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