#scoping-review News & Analysis

2 articles tagged with #scoping-review. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · Apr 156/10

🧠

A Scoping Review of Large Language Model-Based Pedagogical Agents

A comprehensive scoping review of 52 studies examines Large Language Model-based pedagogical agents across educational contexts from November 2022 to January 2025. The research identifies four key design dimensions (interaction approach, domain scope, role complexity, system integration) and emerging trends including multi-agent systems, virtual student simulation, and integration with immersive technologies, while flagging critical research gaps around privacy, accuracy, and student autonomy.

AINeutralarXiv – CS AI · Apr 74/10

🧠

Artificial Intelligence and Cost Reduction in Public Higher Education: A Scoping Review of Emerging Evidence

A scoping review of 241 academic records found that AI applications in public higher education can reduce costs through automation, resource optimization, and personalized learning, while also identifying implementation barriers and digital divide concerns. The research analyzed 21 empirical studies to examine how AI tools like ChatGPT and predictive analytics impact educational efficiency and accessibility.

🧠 ChatGPT