Visual analytics of video‐clickstream data and prediction of learners' performance using deep learning models in MOOCs' courses

AA Mubarak, H Cao, W Zhang… - Computer Applications in …, 2021 - Wiley Online Library
The big data stored in massive open online course (MOOC) platforms have become a posed
challenge in the Learning Analytics field to analyze the learning behavior of learners, and …

Can unemployment forecasts based on Google Trends help government design better policies? An investigation based on Spain and Portugal

M Simionescu, J Cifuentes-Faura - Journal of Policy Modeling, 2022 - Elsevier
The Covid-19 pandemic has increased the unemployment issue and accelerated the digital
transformation. Real-time data specific to ongoing revolution in applied economic analysis …

How to utilize my app reviews? A novel topics extraction machine learning schema for strategic business purposes

I Triantafyllou, IC Drivas, G Giannakopoulos - Entropy, 2020 - mdpi.com
Acquiring knowledge about users' opinion and what they say regarding specific features
within an app, constitutes a solid steppingstone for understanding their needs and concerns …

Learning analytics: a review of the literature

M Timmi, L Laaouina, A Jeghal… - … and Computer Vision …, 2022 - ieeexplore.ieee.org
Many factors have reinforced institutions' interest in learning analytics, which has become
one of the most important optimal solutions to education problems and performance …