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

📅 Published: March 25, 2022 👤 İsmail Çelik, Muhterem Dindar, Hanni Muukkonen et al. 📖 TechTrends 📊 780 citations
AI-Generated Summary

Abstract This study provides an overview of research on teachers’ use of artificial intelligence (AI) applications and machine learning methods to analyze teachers’ data. These roles include acting as models for training AI algorithms and participating in AI development by checking the accuracy of AI automated assessment systems.

⚡ This is an original paraphrased summary — not copied from the abstract. Full paper available at the source link below.

Key Findings
  • 1 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.
  • 2 We also found that teachers have various roles in the development of AI technology.
  • 3 These roles include acting as models for training AI algorithms and participating in AI development by checking the accuracy of AI automated assessment systems.
Why It Matters

This research advances how AI systems learn, reason, and solve problems — with direct implications for automation and scientific discovery.

This summary is based on publicly available metadata and abstract. For the full research paper, visit the original source:

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Article Details
Source OpenAlex
Category 🤖 Artificial Intelligence
Published Mar 25, 2022
Journal TechTrends
DOI 10.1007/s11528-022-00715-y
Citations 780
Authors İsmail Çelik, Muhterem Dindar, Hanni Muukkonen, Sanna Järvelä