A review of recent advances in learner and skill modeling in intelligent learning environments

MC Desmarais, RSJ Baker - User Modeling and User-Adapted Interaction, 2012 - Springer
In recent years, learner models have emerged from the research laboratory and research
classrooms into the wider world. Learner models are now embedded in real world …

Bayesian networks in educational assessment: The state of the field

MJ Culbertson - Applied Psychological Measurement, 2016 - journals.sagepub.com
Bayesian networks (BN) provide a convenient and intuitive framework for specifying
complex joint probability distributions and are thus well suited for modeling content domains …

Layered evaluation of interactive adaptive systems: framework and formative methods

A Paramythis, S Weibelzahl, J Masthoff - User Modeling and User-Adapted …, 2010 - Springer
The evaluation of interactive adaptive systems has long been acknowledged to be a
complicated and demanding endeavour. Some promising approaches in the recent past …

An Open IMS-based user modelling approach for develo** adaptive learning management systems.

JG Boticario, OC Santos - Journal of Interactive Media in Education, 2007 - ERIC
Adaptive LMS have not yet reached the eLearning marketplace due to methodological,
technological and management open issues. At aDeNu group, we have been working on …

A blended E-learning experience in a course of object oriented programming fundamentals

J Gálvez, E Guzmán, R Conejo - Knowledge-Based Systems, 2009 - Elsevier
In this paper, we present a blended e-learning experience consisting of supplying an
undergraduate student population (in addition to traditional on-site classes) with a learning …

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 …

The SIETTE automatic assessment environment

R Conejo, E Guzmán, M Trella - International Journal of Artificial …, 2016 - Springer
This article describes the evolution and current state of the domain-independent Siette
assessment environment. Siette supports different assessment methods—including classical …

A fuzzy linguistic algorithm for adaptive test in Intelligent Tutoring System based on competences

M Badaracco, L Martínez - Expert Systems with Applications, 2013 - Elsevier
The Computerized Adaptive Tests (CAT) are common tools for the diagnosis process in
Intelligent Tutor System based on Competency education (ITS-C). The item selection …

Improving student performance using self-assessment tests

E Guzmán, R Conejo… - IEEE Intelligent …, 2007 - ieeexplore.ieee.org
Testing is the most generic and perhaps most widely used mechanism for student
assessment. Most tests are based on the classical test theory, which says that a student's …

Assessment of skills and adaptive learning for parametric exercises combining knowledge spaces and item response theory

PJ Muñoz-Merino, RG Novillo, CD Kloos - Applied Soft Computing, 2018 - Elsevier
Many computer systems implement different methods for the estimation of students' skills
and adapt the generated exercises depending on such skills. Knowledge Spaces (KS) is a …