Educational data mining and learning analytics for 21st century higher education: A review and synthesis

H Aldowah, H Al-Samarraie, WM Fauzy - Telematics and Informatics, 2019 - Elsevier
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 …

Educational data mining: a review of the state of the art

C Romero, S Ventura - … on Systems, Man, and Cybernetics, Part …, 2010 - ieeexplore.ieee.org
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 …

Personalized Learning Course Planner with E-learning DSS using user profile

HY Jeong, CR Choi, YJ Song - Expert Systems with Applications, 2012 - Elsevier
Various methods of E-learning systems, based on information and communications, and
geared towards improving learning effectiveness and students' attention span, have been …

Adaptive systems: a content analysis on technical side for e-learning environments

AA Kardan, M Aziz, M Shahpasand - Artificial intelligence review, 2015 - Springer
Adaptive systems refer to autonomous interactive systems that adjust their behavior and
functionality to environmental changes. In e-learning context, adaptive e-learning systems …

[图书][B] Reproducing traditional discourses of teaching and learning mathematics: Studies of mathematics and ICT in teaching and teacher education

C Player-Koro - 2012 - gupea.ub.gu.se
This thesis is primarily concerned with the effects of education for future teachers in the
context of the Swedish teacher training (Government Bill 1999/2000: 135 2000). It belongs to …

[PDF][PDF] An adaptive educational data mining technique for mining educational data models in elearning systems

V Murugananthan, BL ShivaKumar - Indian Journal of Science …, 2016 - researchgate.net
Abstract Background/Objectives: After a deep survey carried out by the National data
premises with stats which reveals that the insufficient models which are existing in the real …

A taxonomy for user models in adaptive systems: special considerations for learning environments

N Medina-Medina, L García-Cabrera - The Knowledge Engineering …, 2016 - cambridge.org
This paper outlines the educational advantages provided by adaptive systems and stresses
the importance of the user model in the task of adaptation. The paper also establishes a …

Towards adaptive e-learning using decision support systems

M Yarandi, H Jahankhani, AR Tawil - International Journal of …, 2013 - learntechlib.org
The significance of personalization towards learnersâ?? needs has recently been agreed by
all web-based instructional researchers. This study presents a novel ontol-ogy semantic …

Automatic knowledge discovery in lecturing videos via deep representation

J Lin, C Liu, Y Li, L Cui, R Wang, X Lu, Y Zhang… - IEEE …, 2019 - ieeexplore.ieee.org
In recent years, e-learning systems such as massive open online courses (MOOC) have
been widely employed in academic institutions and have shown its power in enhancing the …

An adaptive e-learning Decision support system

M Yarandi, H Jahankhani… - 2012 15th International …, 2012 - ieeexplore.ieee.org
The success of web technologies has led to a growing attention on e-learning activities.
However, most current e-Learning systems provide static web-based learning so that …