Educational data mining and learning analytics for 21st century higher education: A review and synthesis
The potential influence of data mining analytics on the students' learning processes and
outcomes has been realized in higher education. Hence, a comprehensive review of …
outcomes has been realized in higher education. Hence, a comprehensive review of …
The relation between 21st-century skills and digital skills: A systematic literature review
Innovation starts with people, making the human capital within the workforce decisive. In a
fast-changing knowledge economy, 21 st-century digital skills drive organizations' …
fast-changing knowledge economy, 21 st-century digital skills drive organizations' …
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 …
communications technology-enabled teaching/learning systems (ITLS) adoption attract …
Complex problem solving: What it is and what it is not
D Dörner, J Funke - Frontiers in psychology, 2017 - frontiersin.org
Computer-simulated scenarios have been part of psychological research on problem
solving for more than 40 years. The shift in emphasis from simple toy problems to complex …
solving for more than 40 years. The shift in emphasis from simple toy problems to complex …
Educational Data Mining: A review of evaluation process in the e-learning
Due to the growing interest in e-learning as an important process of teaching and learning,
new mechanisms to evaluate its pedagogical effectiveness are necessaries. This review …
new mechanisms to evaluate its pedagogical effectiveness are necessaries. This review …
Moving towards engaged learning in STEM domains; there is no simple answer, but clearly a road ahead
T de Jong - Journal of computer assisted learning, 2019 - Wiley Online Library
What is the best approach to educating students is, evidently, the pivotal question in
educational research. In the general debate on this question, clear positions are often …
educational research. In the general debate on this question, clear positions are often …
Artificial Intelligence and Big Data: The Advent of New Pedagogy in the Adaptive E‐Learning System in the Higher Educational Institutions of Saudi Arabia
The operations of many industries, such as banking, insurance, energy, healthcare, and
retail, have been improved and transformed by the application of artificial intelligence. The …
retail, have been improved and transformed by the application of artificial intelligence. The …
[图书][B] Machine learning and deep learning in real-time applications
Artificial intelligence and its various components are rapidly engulfing almost every
professional industry. Specific features of AI that have proven to be vital solutions to …
professional industry. Specific features of AI that have proven to be vital solutions to …
A systematic review of empirical studies using log data from open‐ended learning environments to measure science and engineering practices
Technology‐based, open‐ended learning environments (OELEs) can capture detailed
information of students' interactions as they work through a task or solve a problem …
information of students' interactions as they work through a task or solve a problem …
A systematic review on data mining for mathematics and science education
D Shin, J Shim - International Journal of Science and Mathematics …, 2021 - Springer
Educational data mining is used to discover significant phenomena and resolve educational
issues occurring in the context of teaching and learning. This study provides a systematic …
issues occurring in the context of teaching and learning. This study provides a systematic …