TY - BOOK ID - 85723157 TI - Innovative Learning Environments in STEM Higher Education : Opportunities, Challenges, and Looking Forward AU - Ryoo, Jungwoo AU - Ryoo, Jungwoo. AU - Winkelmann, Kurt. PY - 2021 SN - 303058948X 3030589471 PB - Springer Nature DB - UniCat KW - Statistics . KW - Machine learning. KW - Learning. KW - Instruction. KW - Knowledge representation (Information theory) . KW - Statistics for Social Sciences, Humanities, Law. KW - Machine Learning. KW - Statistics and Computing/Statistics Programs. KW - Learning & Instruction. KW - Knowledge based Systems. KW - Representation of knowledge (Information theory) KW - Artificial intelligence KW - Information theory KW - Learning process KW - Comprehension KW - Education KW - Learning, Machine KW - Machine theory KW - Statistical analysis KW - Statistical data KW - Statistical methods KW - Statistical science KW - Mathematics KW - Econometrics KW - Educació STEM KW - Educació superior KW - Educació en Ciència, Tecnologia, Enginyeria i Matemàtiques KW - Educació STEAM KW - SMET (Educació) KW - STEM (Educació) KW - Science, Technology, Engineering and Mathematics Education KW - Educació KW - Ensenyament científic KW - Educació tecnològica KW - Educació universitària KW - Ensenyament superior KW - Ensenyament universitari KW - Estudis superiors KW - Estudis universitaris KW - Etapes educatives KW - Abandó dels estudis (Educació superior) KW - Competències transversals KW - Educació clàssica KW - Ensenyament de la biblioteconomia KW - Estudis de postgrau KW - Extensió universitària KW - Lectura (Educació superior) KW - Orientació en l'educació superior KW - Primer cicle d'ensenyament universitari KW - Seminaris KW - Tercer cicle d'ensenyament universitari KW - Campus virtuals KW - Escrits acadèmics KW - Pràcticums KW - Universitats KW - Educació superior transfronterera KW - Statistics for Social Sciences, Humanities, Law KW - Machine Learning KW - Statistics and Computing/Statistics Programs KW - Learning & Instruction KW - Knowledge based Systems KW - Statistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy KW - Statistics and Computing KW - Innovative Learning Environments KW - ILEs KW - Science, Technology, Engineering, and Math KW - STEM KW - virtual reality KW - VR KW - augmented reality KW - mixed reality KW - cross reality KW - extended reality KW - artificial intelligence KW - AI KW - adaptive learning KW - personalized learning KW - higher education KW - multimodal learning KW - mobile learning KW - Open Access KW - Social research & statistics KW - Mathematical & statistical software KW - Teaching skills & techniques KW - Cognition & cognitive psychology KW - Expert systems / knowledge-based systems UR - https://www.unicat.be/uniCat?func=search&query=sysid:85723157 AB - As explored in this open access book, higher education in STEM fields is influenced by many factors, including education research, government and school policies, financial considerations, technology limitations, and acceptance of innovations by faculty and students. In 2018, Drs. Ryoo and Winkelmann explored the opportunities, challenges, and future research initiatives of innovative learning environments (ILEs) in higher education STEM disciplines in their pioneering project: eXploring the Future of Innovative Learning Environments (X-FILEs). Workshop participants evaluated four main ILE categories: personalized and adaptive learning, multimodal learning formats, cross/extended reality (XR), and artificial intelligence (AI) and machine learning (ML). This open access book gathers the perspectives expressed during the X-FILEs workshop and its follow-up activities. It is designed to help inform education policy makers, researchers, developers, and practitioners about the adoption and implementation of ILEs in higher education. ER -