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Author

Su Tao

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Review Open access Sep 2026

Utilitarian Value or Enjoyment Experience? The Formation Mechanism of IELTS Learners’ Continuous Learning Intention in AI-Driven Intelligent Tutoring Systems: Evidence from PLS-SEM, MGA, and ANN

As artificial intelligence becomes increasingly integrated into education, intelligent tutoring systems (ITSs) are emerging as important tools for personalized language learning. However, high learner dropout rates indicate that sustaining continuous intention remains a key challenge. This study examines the mechanisms...

Su Tao, Hong-Feng Zhang, Sheng-Lin Liu · 0 citations
Open access Jul 2026

A mixed methods analysis of artificial intelligence ethics discourse evolution in the generative era using bibliometrix and BERTopic

The findings reveal that 2023 represents a pivotal turning point in generative AI ethics research ; by 2025, the human-centered theme of ‘education and cognitive literacy’ had surpassed the long-dominant topic of ‘law and governmental regulation’ in publication volume.

Zhi-Qi Deng, Hong Zhang, Su Tao · 0 citations

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