The application of AI technologies in STEM education: a systematic review from 2011 to 2021

W Xu, F Ouyang - International Journal of STEM Education, 2022 - Springer
Background The application of artificial intelligence (AI) in STEM education (AI-STEM), as an
emerging field, is confronted with a challenge of integrating diverse AI techniques and …

Integrating artificial intelligence to assess emotions in learning environments: a systematic literature review

AOR Vistorte, A Deroncele-Acosta, JLM Ayala… - Frontiers in …, 2024 - frontiersin.org
Introduction Artificial Intelligence (AI) is transforming multiple sectors within our society,
including education. In this context, emotions play a fundamental role in the teaching …

The AI generation gap: Are Gen Z students more interested in adopting generative AI such as ChatGPT in teaching and learning than their Gen X and millennial …

CKY Chan, KKW Lee - Smart learning environments, 2023 - Springer
This study aimed to explore the experiences, perceptions, knowledge, concerns, and
intentions of Generation Z (Gen Z) students with Generation X (Gen X) and Generation Y …

Leading teachers' perspective on teacher-AI collaboration in education

J Kim - Education and Information Technologies, 2024 - Springer
Moving beyond the direct support all alone by a human teacher or an Artificial Intelligence
(AI) system, optimizing the complementary strengths of the two has aroused great …

Artificial intelligence in education

W Holmes - Encyclopedia of education and information …, 2020 - Springer
The effects of technology acceptance and innovation diffusion behaviors on information and
communications technology-enabled teaching/learning systems (ITLS) adoption attract …

Intelligence unleashed: An argument for AI in education

R Luckin, W Holmes - 2016 - discovery.ucl.ac.uk
This paper on artificial intelligence in education (AIEd) has two aims. The first: to explain to a
non-specialist, interested, reader what AIEd is: its goals, how it is built, and how it works. The …

Educational data mining and learning analytics

RS Baker, T Martin, LM Rossi - The Wiley handbook of …, 2016 - Wiley Online Library
In recent years, there has been increasing interest in using the methods of educational data
mining (EDM) and learning analytics (LA) to study and measure learner cognition. In this …

A dynamic analysis of the interplay between asynchronous and synchronous communication in online learning: The impact of motivation

B Giesbers, B Rienties, D Tempelaar… - Journal of computer …, 2014 - Wiley Online Library
With the increased affordances of synchronous communication tools, more opportunities for
online learning to resemble face‐to‐face settings have recently become available. However …

Collaborative learning analytics

AF Wise, S Knight, SB Shum - International handbook of computer …, 2021 - Springer
The use of data from computer-based learning environments has been a long-standing
feature of CSCL. Learning Analytics (LA) can enrich this established work in CSCL. This …

Intelligent tutors as teachers' aides: exploring teacher needs for real-time analytics in blended classrooms

K Holstein, BM McLaren, V Aleven - Proceedings of the seventh …, 2017 - dl.acm.org
Intelligent tutoring systems (ITSs) are commonly designed to enhance student learning.
However, they are not typically designed to meet the needs of teachers who use them in …