专题：Online Learning and Analytics

This cluster of papers focuses on the application of educational data mining and learning analytics in the context of online education, particularly Massive Open Online Courses (MOOCs). It explores topics such as predictive analysis of student performance, machine learning techniques for student engagement, and the impact of data-driven education on online learning. The cluster also delves into the challenges and opportunities associated with implementing learning analytics in higher education.
最新文献
Investigating How the Perceived Utility of Artificial Intelligence and Social Media Influence Students’ Academic Performance: The Mediating Roles of Student Engagement and Mental Health

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A Comprehensive Framework for Predicting Student Performance Using Machine Learning in Online Education

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AI in Education: Cognitive, Social, Affective, and Ethical Impacts on Human Behavior based on Human-Computer Interaction Theories

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Predictive Modeling of Student Engagement and Behavioral Outcomes Using Machine Learning Techniques in Technology-Enhanced Classrooms

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Integrating ChatGPT in Teacher Education: Examining Early Childhood and Elementary Pre-Service Teachers’ Experiences in AI-Assisted Math Lesson Planning

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Using XGBoost and Time-Series Forecasting to Predict Student Academic Trajectories in Educational Analytics Platforms

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AI Literacy and Professional Development in STEM Education

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Critical questioning with generative AI: Developing AI literacy in secondary education

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Online Teaching-Learning in Higher Education in Ecuador

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MultiFAR: Multidimensional information fusion with attention-driven representation learning for student performance prediction

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近5年高被引文献
ChatGPT for good? On opportunities and challenges of large language models for education

article Full Text OpenAlex 3892 FWCI203.58098098

ChatGPT: Bullshit spewer or the end of traditional assessments in higher education?

article Full Text OpenAlex 1539 FWCI80.6789701

Education in the Era of Generative Artificial Intelligence (AI): Understanding the Potential Benefits of ChatGPT in Promoting Teaching and Learning

article Full Text OpenAlex 1129 FWCI0

Artificial intelligence in higher education: the state of the field

article Full Text OpenAlex 1031 FWCI53.94294305

A SWOT analysis of ChatGPT: Implications for educational practice and research

article Full Text OpenAlex 1028 FWCI53.78598007

ChatGPT for Language Teaching and Learning

article Full Text OpenAlex 882 FWCI225.3006269

Ethical principles for artificial intelligence in education

article Full Text OpenAlex 848 FWCI299.97426835

Systematic literature review on opportunities, challenges, and future research recommendations of artificial intelligence in education

article Full Text OpenAlex 837 FWCI161.33822792

New Era of Artificial Intelligence in Education: Towards a Sustainable Multifaceted Revolution

article Full Text OpenAlex 758 FWCI39.76395414

Revolutionizing education with AI: Exploring the transformative potential of ChatGPT

article Full Text OpenAlex 747 FWCI190.56039418