TechTrends· 2022Q1· Review
The Promises and Challenges of Artificial Intelligence for Teachers: a Systematic Review of Research
- 820citations
- Q1SCImago
- 2022year
Short summary
A systematic review reveals AI can enhance teacher planning, implementation, and assessment, but also highlights teachers' crucial roles in AI development and significant implementation challenges.
AI-generated from the title and abstract; the full text is not read.
Key points
- AI offers opportunities for teachers in planning (identifying student needs), implementation (immediate feedback, intervention), and assessment (automated scoring).
- Teachers play vital roles in AI development, serving as models for algorithms and validating AI assessment accuracy.
- Several challenges hinder AI implementation in teaching practice, requiring attention for successful integration.
AI-generated from the title and abstract; the full text is not read.
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.
The authors' abstract, as published at the source. TechTrends, 2022 · DOI ↗
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Field: Computer Science Applications
Computer Science ApplicationsComputer Science