Multi-armed bandits for intelligent tutoring systems

B Clement, D Roy, PY Oudeyer, M Lopes - arXiv preprint arXiv:1310.3174, 2013 - arxiv.org
We present an approach to Intelligent Tutoring Systems which adaptively personalizes
sequences of learning activities to maximize skills acquired by students, taking into account …

Evolutionary computation approaches to the curriculum sequencing problem

S Al-Muhaideb, MEB Menai - Natural Computing, 2011 - Springer
Within the field of e-Learning, a learning path represents a match between a learner profile
and his preferences from one side, and the learning content presentation and the …

Using a style-based ant colony system for adaptive learning

TI Wang, KT Wang, YM Huang - Expert Systems with applications, 2008 - Elsevier
Adaptive learning provides an alternative to the traditional “one size fits all” approach and
has driven the development of teaching and learning towards a dynamic learning process …

Learning content design and learner adaptation for adaptive e-learning environment: a survey

KR Premlatha, TV Geetha - Artificial Intelligence Review, 2015 - Springer
This paper presents a survey about learning content designs and various adaptation levels,
in order to adapt the learners' necessities in e-learning environment. Normally, learners …

An attribute-based ant colony system for adaptive learning object recommendation

YJ Yang, C Wu - Expert systems with applications, 2009 - Elsevier
Teachers usually have a personal understanding of what “good teaching” means, and as a
result of their experience and educationally related domain knowledge, many of them create …

A dynamic decision approach for supplier selection using ant colony system

YL Tsai, YJ Yang, CH Lin - Expert systems with applications, 2010 - Elsevier
PURPOSE: This study based on the attribute-based ant colony system (AACS) to construct a
platform to examine the critical factors for decision making in a dynamic business …

Swarm intelligence to solve the curriculum sequencing problem

MEB Menai, H Alhunitah… - Computer Applications in …, 2018 - Wiley Online Library
The curriculum sequencing (CS) problem asks to find a personalized optimal path for a
learner in an e‐learning environment. Solving this problem contributes to developing …

Adaptive content sequencing for e-learning courses using ant colony optimization

R Sharma, H Banati, P Bedi - … of the International Conference on Soft …, 2012 - Springer
Learners often get overwhelmed by the availability of large volumes of learning content in
web-based educational systems. This content is presented to the learners either statically or …

Adaptive personalization of pedagogical sequences using machine learning

B Clément - 2018 - inria.hal.science
Can computers teach people? To answer this question, Intelligent Tutoring Systems are a
rapidly expanding field of research among the Information and Communication …

Adaptive e-learning system based on learning style and ant colony optimization

S El Lakkah, MA Alimam… - 2017 Intelligent Systems …, 2017 - ieeexplore.ieee.org
Many e-learning systems don't consider learners' individual difference. However, learners
have different needs and characteristics such as previous knowledge, motivation, and …