Artificial Intelligence for Stem Education Research: Advanced Methods and Applications - Couverture rigide

Couverture rigide

ISBN 10 : 303206564X ISBN 13 : 9783032065643

Editeur : Springer Nature Switzerland AG, 2026

Synopsis

This open access volume explores the transformative use of Artificial Intelligence (AI) as innovative methodologies in STEM education research. Featuring contributions from leading experts, it presents a rich collection of chapters that examine how AI tools―such as adaptive learning systems, automatic scoring, explainable AI, and intelligent tutoring―can be applied to enhance educational outcomes. Designed for researchers, educators, and graduate students, the book provides in-depth insights into AI as cutting-edge research methods and its potential to revolutionize research practices. Through practical examples, case studies, and methodological details, it serves as an essential resource for those looking to push beyond conventional methods and embrace the possibilities offered by AI in educational research.

A propos du livre

À propos de l?auteur

Dr. Xiaoming Zhai is an Associate Professor in Science Education and AI, serving as Directors of the AI4STEM Education Center and the National GENIUS Center at the University of Georgia, USA. He was a Humboldt Visiting Professor at IPN in Germany. His research focuses on leveraging AI for science and STEM education. He is the principal investigator on several federal-funded projects, and his research has been published in top-tier journals. He has win numerous awards in teaching and research and serves as a global leader in his area of research.

 

Gyeonggeon Lee is an Assistant Professor of Science Education at the National Institute of Education, Nanyang Technological University, Singapore. His research focuses on integrating artificial intelligence (AI) into science education, encompassing automatic assessment, human-AI collaboration, and visual question answering. Through the interdisciplinarity enabled by AI, he aims to establish multimodal science learning to fulfill whole-person science education.

Détails de l'édition

• Éditeur: Springer Nature Switzerland AG
• Date d'édition: 2026
• Langue: anglais
• ISBN 10: 303206564X
• ISBN 13: 9783032065643
• Reliure: Relié
• Nombre de pages: 273
• Éditeur: Zhai Xiaoming, Lee Gyeonggeon
• Coordonnées du fabricant: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3,69115 Heidelberg, Germany; Heidelberg; 69115; Allemagne