Open learner models in supporting self-regulated learning in higher education: A systematic literature review

D Hooshyar, M Pedaste, K Saks, Ä Leijen… - Computers & …, 2020 - Elsevier
The open learner model (OLM) represents the knowledge or skill levels of learners in
various ways, encouraging learners to actively participate in thinking about and crafting their …

Open learner models and learning analytics dashboards: a systematic review

R Bodily, J Kay, V Aleven, I Jivet, D Davis… - Proceedings of the 8th …, 2018 - dl.acm.org
This paper aims to link student facing Learning Analytics Dashboards (LADs) to the corpus
of research on Open Learner Models (OLMs), as both have similar goals. We conducted a …

SMILI☺: A framework for interfaces to learning data in open learner models, learning analytics and related fields

S Bull, J Kay - International Journal of Artificial Intelligence in …, 2016 - Springer
Abstract The SMILI☺(Student Models that Invite the Learner In) Open Learner Model
Framework was created to provide a coherent picture of the many and diverse forms of Open …

There are open learner models about!

S Bull - IEEE Transactions on Learning Technologies, 2020 - ieeexplore.ieee.org
This overview outlines key issues in learning with an open learner model (OLM). Originally,
learner models remained hidden, as their primary role was to enable a system to …

Personalisation methods in e‐learning‐A literature review

V Mikić, M Ilić, L Kopanja… - Computer Applications in …, 2022 - Wiley Online Library
Over the years, personalisation in e‐learning has evolved as a promising paradigm for
matching learners' specific requirements. Although many literature reviews on personalised …

Intelligent techniques in e-learning: a literature review

M Ilić, V Mikić, L Kopanja, B Vesin - Artificial Intelligence Review, 2023 - Springer
Online learning has become increasingly important, having in mind the latest events,
imposed isolation measures and closed schools and campuses. Consequently, teachers …

Analytics for student engagement

JM Vytasek, A Patzak, PH Winne - Machine learning paradigms …, 2020 - Springer
Volumes of detailed information are now unobtrusively collected as students use learning
management systems and digital learning environments in their studies. This significantly …

Development of an intelligent tutoring system using bayesian networks and fuzzy logic for a higher student academic performance

M Eryılmaz, A Adabashi - Applied Sciences, 2020 - mdpi.com
In this experimental study, an intelligent tutoring system called the fuzzy Bayesian intelligent
tutoring system (FB-ITS), is developed by using artificial intelligence methods based on …

The role of achievement goal orientations when studying effect of learning analytics visualizations

SS Beheshitha, M Hatala, D Gašević… - Proceedings of the sixth …, 2016 - dl.acm.org
When designing learning analytics tools for use by learners we have an opportunity to
provide tools that consider a particular learner's situation and the learner herself. To afford …

Progressor: social navigation support through open social student modeling

IH Hsiao, F Bakalov, P Brusilovsky… - New Review of …, 2013 - Taylor & Francis
The increased volumes of online learning content have produced two problems: how to help
students to find the most appropriate resources and how to engage them in using these …