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 …
Educational data mining: a review of the state of the art
Educational data mining (EDM) is an emerging interdisciplinary research area that deals
with the development of methods to explore data originating in an educational context. EDM …
with the development of methods to explore data originating in an educational context. EDM …
Analysis of worldwide research trends on the impact of artificial intelligence in education
S Paek, N Kim - Sustainability, 2021 - mdpi.com
In today's world, artificial intelligence (AI) and human intelligence coexist, and no field is free
from the impact of AI. At present, education cannot be discussed without mentioning AI …
from the impact of AI. At present, education cannot be discussed without mentioning AI …
Fuzzy cognitive diagnosis for modelling examinee performance
Recent decades have witnessed the rapid growth of educational data mining (EDM), which
aims at automatically extracting valuable information from large repositories of data …
aims at automatically extracting valuable information from large repositories of data …
Learning or forgetting? A dynamic approach for tracking the knowledge proficiency of students
The rapid development of the technologies for online learning provides students with
extensive resources for self-learning and brings new opportunities for data-driven research …
extensive resources for self-learning and brings new opportunities for data-driven research …
A system for knowledge discovery in e-learning environments within the European Higher Education Area–Application to student data from Open University of Madrid …
In today's open and dynamic learning environment, a significant percentage of students
have a preference for flexible learning systems whereby they can reconcile their academic …
have a preference for flexible learning systems whereby they can reconcile their academic …
A collaborative educational association rule mining tool
This paper describes a collaborative educational data mining tool based on association rule
mining for the ongoing improvement of e-learning courses and allowing teachers with …
mining for the ongoing improvement of e-learning courses and allowing teachers with …
Intelligent analysis and data visualisation for teacher assistance tools: The case of exploratory learning
M Mavrikis, E Geraniou… - British Journal of …, 2019 - Wiley Online Library
While it is commonly accepted that Learning Analytics (LA) tools can support teachers'
awareness and classroom orchestration, not all forms of pedagogy are congruent to the …
awareness and classroom orchestration, not all forms of pedagogy are congruent to the …
Evaluation of an adaptive virtual laboratory environment using Western Blotting for diagnosis of disease
Background Providing large numbers of undergraduate students in scientific disciplines with
engaging, authentic laboratory experiences is important, but challenging. Virtual …
engaging, authentic laboratory experiences is important, but challenging. Virtual …
AI paradigms for teaching biotechnology
WWB Goh, CC Sze - Trends in biotechnology, 2019 - cell.com
Artificial intelligence (AI) is profoundly changing biotechnological innovation. Beyond direct
application, it is also a useful tool for adaptive learning and forging new conceptual …
application, it is also a useful tool for adaptive learning and forging new conceptual …