With the rapid development of technology, the rise of the mobile internet era, and the widespread use of smartphones, online education apps focused on user experience have become the main platforms for delivering online learning. As demand for online education continues to grow, interface design has become a key factor in the success of these apps, often shaping users' first impressions. A
... [Show full abstract] well-designed interface not only gives users easy access to a wide range of courses and learning materials but also improves the overall user experience. This study reviews articles from the SSCI database to examine connections between key terms, highlighting important themes in interaction design and the possible relationships among various factors. Based on this analysis, the study identifies key dimensions and develops a questionnaire to assess user satisfaction. The findings from the questionnaire provide a clearer picture of the current state of online education app interfaces and offer practical insights for improving intelligent interaction design, with the goal of increasing user satisfaction.