Develo** capabilities: Lifelong learning in the age of AI

O Poquet, M De Laat - British Journal of Educational …, 2021 - Wiley Online Library
Due to the ongoing digitalisation of workplaces and educational settings, human activity
underpinning learning and work is increasingly mediated by technology. The advancement …

Evaluating recommender systems for technology enhanced learning: a quantitative survey

M Erdt, A Fernandez, C Rensing - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
The increasing number of publications on recommender systems for Technology Enhanced
Learning (TEL) evidence a growing interest in their development and deployment. In order …

Learning analytics for professional and workplace learning: A literature review

A Ruiz-Calleja, LP Prieto, T Ley… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Despite the ubiquity of learning in workplace and professional settings, the learning
analytics (LA) community has paid significant attention to such settings only recently. This …

A multi-temporal context-aware system for competences management

JH Rosa, JLV Barbosa, M Kich, L Brito - International Journal of Artificial …, 2015 - Springer
The evolution of computing technology and wireless networks has contributed to the
miniaturization of mobile devices and their increase in power, providing services anywhere …

Knowledge structures for integrating working and learning: A reflection on a decade of learning technology research for workplace learning

T Ley - British Journal of Educational Technology, 2020 - Wiley Online Library
Designing intelligent services for workplace learning presents a special challenge for
researchers and developers of learning technology. One of the reasons is that considering …

Improving the expressiveness of black-box models for predicting student performance

CJ Villagrá-Arnedo, FJ Gallego-Durán… - Computers in Human …, 2017 - Elsevier
Early prediction systems of student performance can be very useful to guide student
learning. For a prediction model to be really useful as an effective aid for learning, it must …

Predicting academic performance from behavioural and learning data

The volume and quality of data, but also their relevance, are crucial when performing data
analysis. In this paper, a study of the influence of different types of data is presented …

An ontology-based approach for the semantic representation of job knowledge

M Khobreh, F Ansari, M Fathi, R Vas… - … on Emerging Topics …, 2015 - ieeexplore.ieee.org
The essential and significant components of one's job performance, such as facts, principles,
and concepts are considered as job knowledge. This paper provides a framework for forging …

Data-related ethics issues in technologies for informal professional learning

V Pammer-Schindler, C Rosé - International Journal of Artificial …, 2022 - Springer
Professional and lifelong learning are a necessity for workers. This is true both for re-skilling
from disappearing jobs, as well as for staying current within a professional domain. AI …