Educational Data Mining: A Systematic Review on the Applications of Classical Methods and Deep Learning Until 2022

Trung, Bui Duc; Son, Ngo Tung; Tung, Nguyen Duy; Son, Kieu Anh; Anh, Bui Ngoc; Lam, Phan Truong

doi:10.1109/isiea58478.2023.10212273

2023 IEEE Symposium on Industrial Electronics &Amp; Applications (ISIEA) 2023

DOI: 10.1109/isiea58478.2023.10212273

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Educational Data Mining: A Systematic Review on the Applications of Classical Methods and Deep Learning Until 2022

Bui Duc Trung,

Ngo Tung Son,

Nguyen Duy Tung

et al.

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2024

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Preparing Teachers and Students for the Challenges of Society 5.0

Yousefi,

Mullick,

Wang

2024

Preconceptions of Policies, Strategies, and Challenges in Education 5.0

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In this chapter, the authors investigate the transformative impact of cognitive computing, learning analytics, and game-based pedagogy in enhancing teachers' professional development within the dynamic societal context. Employing a comprehensive review of scholarly literature, explore how these technological advancements shape the educational landscape, paying particular attention to their implications for teachers' professional development. The discussion illustrates that through adopting cognitive computing, educators can access personalized insights and resources tailored to their needs, fostering continuous growth. Learning analytics provide valuable data-driven feedback, enabling educators to make informed decisions to optimize teaching strategies. Furthermore, gamification engages teachers in immersive learning experiences, enhancing motivation and collaboration. This research highlights the potential of innovative technologies in shaping a more responsive and effective educational system.

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Preparing Teachers and Students for the Challenges of Society 5.0

Yousefi,

Mullick,

Wang

2024

Preconceptions of Policies, Strategies, and Challenges in Education 5.0

View full text Add to dashboard Cite

show abstract

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Educational Data Mining: A Systematic Review on the Applications of Classical Methods and Deep Learning Until 2022

Cited by 1 publication

References 87 publications

Preparing Teachers and Students for the Challenges of Society 5.0

Preparing Teachers and Students for the Challenges of Society 5.0

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