Haoshuang Zhang

From System Characteristics to Online Learning Satisfaction: An Outcome-Oriented Learning Experience Pathway for AI-Based E-Learning Systems in Higher Education

Artificial intelligence is becoming deeply embedded in higher education, yet how the characteristics of AI-based e-learning systems relate to students’ perceived learning effectiveness and satisfaction remains insufficiently understood. This study examines the relationships of AI...