Book chapter 2025

A Bibliometric Review of AI-Driven Green Education Using the Four-in-Balance Framework for Sustainable Learning Environments

AI-Powered Cognitive Tutors and the New Frontier of Personalized Learning
Journal · pp. 165-198
Abstract

This chapter provides a thematic and bibliometric review of the use of artificial intelligence (AI) in education to promote green learning environments and sustainability. We used VOSviewer to map research trends and collaborative clusters in accordance with SDG 4.7 under the Four-in-Balance model: Vision, Infrastructure, Digital Content, and Competencies. The literature showed rapid expansion in learning analytics and e-learning; sustainability and the SDGs; higher education's institutional reform and digital adoption; and emerging technologies, including big data, generative AI, and Industry 4.0. The results show uneven progress: Vision and Competencies lag, leading to fragmented, reactive adoption, while Infrastructure and Digital Content have improved, including intelligent tutoring, IoT-enabled classrooms, and adaptable resources. Few institutions incorporate environmental goals into strategy, and persistent gaps in AI literacy and sustainability skills limit responsible use. © 2026 by IGI Global Scientific Publishing. All rights reserved.

Keywords

Author Keywords

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Index Keywords

E-learning Teaching Engineering education Sustainable development High educations Education computing artificial intelligence Collaborative learning Computer aided instruction Bibliometric Rapid expansion Learning environments Big data Sustainable development goals Artificial intelligence in education E - learning Bibliographies Balance model Digital contents Green learning Research trends
Author Affiliations
Zhejiang Normal University, Jinhua, Zhejiang, China
Huanggang Normal University, Huanggang, Hubei, China
Shandong Xiehe University, Jinan, Shandong, China
Funding & Acknowledgements
No funding information
References 10 References
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10 Casal-Otero, Lorena, AI literacy in K-12: a systematic literature review, International Journal of STEM Education, 10, 1, (2023)
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