Artificial intelligence for STEM education research advanced methods and applications Xiaoming Zhai, Gyeonggeon Lee, editors

Format:

Book

Contributor:

Zhai, Xiaoming, editor.

Lee, Gyeonggeon, editor.

Series:

Advances in technology-rich science education ; v. 1.

Advances in technology-rich science education 3091-3403 volume 1

Language:

English

Subjects (All):

Artificial intelligence--Educational applications.

Science--Study and teaching--Data processing.

Technology--Study and teaching--Data processing.

Engineering--Study and teaching--Data processing.

Mathematics--Study and teaching--Data processing.

Physical Description:

1 online resource

Place of Publication:

Cham, Switzerland Springer [2026]

Summary:

"This 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 a tool for 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"-- Springer Nature Link

Contents:

Artificial intelligence for STEM education research / Xiaoming Zhai and Gyeonggeon Lee

Using artificial intelligence for automatic scoring / Ehsan Latif and Xiaoming Zhai

Generative AI-based automated assessment generation / Matthew Nyaaba and Xiaoming Zhai

Advancing STEM education through adaptive learning technologies / Yizhu Gao and Tongxin Zhang

Computerized adaptive testing for STEM learning / Shiyu Wang, Jing Huang, and Hua-Hua Chang

Computer vision in STEM education research / Gyeonggeon Lee and Xiaoming Zhai

Knowledge tracing in STEM education / Liang Zhang, Daniel Weitekamp, and Xiaoming Zhai

Intelligent tutoring systems for STEM learning / Ehsan Latif, Wenchao Ma, and Xiaoming Zhai

Recommender systems for STEM education research / Yuanfu Sun and Qiaoyu Tan

Sentiment analysis for STEM learning / Lehong Shi and Shuchen Guo

Explainable AI in STEM education research / Zhaojun Ding, Lei Liu, Xiaoming Zhai, and Ninghao Liu

Notes:

Includes bibliographical references

Online resource; title from PDF title page (Springer Nature Link, viewed April 23, 2026)

Other Format:

Print version Artificial intelligence for STEM education research

ISBN:

9783032065650

3032065658

OCLC:

1586773578

Access Restriction:

Some versions Open access versions available from some providers open access