On the use of soft computing methods in educational data mining and learning analytics research: A review of years 2010–2018

A Charitopoulos, M Rangoussi… - International Journal of …, 2020 - Springer
The aim of this paper is to survey recent research publications that use Soft Computing
methods to answer education-related problems based on the analysis of educational data …

Delving into instructor‐led feedback interventions informed by learning analytics in massive open online courses

P Topali, IA Chounta, A Martínez‐Monés… - Journal of Computer …, 2023 - Wiley Online Library
Background Providing feedback in massive open online courses (MOOCs) is challenging
due to the massiveness and heterogeneity of learners' population. Learning analytics (LA) …

A collaborative metaverse based a-la-carte framework for tertiary education (CO-MATE)

S Joshi, PJ Pramod - Heliyon, 2023 - cell.com
The paper aims to propose a futuristic educational and learning framework called CO-MATE
(Collaborative Metaverse-based A-La-Carte Framework for Tertiary Education). The …

Are MOOC learning analytics results trustworthy? With fake learners, they might not be!

G Alexandron, LY Yoo, JA Ruipérez-Valiente… - International journal of …, 2019 - Springer
The rich data that Massive Open Online Courses (MOOCs) platforms collect on the behavior
of millions of users provide a unique opportunity to study human learning and to develop …

Ideating and developing a visualization dashboard to support teachers using educational games in the classroom

JA Ruipérez-Valiente, MJ Gomez, PA Martínez… - IEEE …, 2021 - ieeexplore.ieee.org
Technology has become an integral part of our everyday life, and its use in educational
environments keeps growing. Additionally, video games are one of the most popular …

Patterns of engagement in an educational massively multiplayer online game: A multidimensional view

JA Ruiperez-Valiente, M Gaydos… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Learning games have great potential to become an integral part of new classrooms of the
future. One of the key reported benefits is the capacity to keep students deeply engaged …

A learning analytics methodology for understanding social interactions in MOOCs

PM Moreno-Marcos, C Alario-Hoyos… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
One of the characteristics of massive open online courses (MOOCs) is that the overall
number of social interactions tend to be higher than in traditional courses, hindering the …

Applying learning analytics to detect sequences of actions and common errors in a geometry game

MJ Gomez, JA Ruipérez-Valiente, PA Martínez, YJ Kim - Sensors, 2021 - mdpi.com
Games have become one of the most popular activities across cultures and ages. There is
ample evidence that supports the benefits of using games for learning and assessment …

[PDF][PDF] El proceso de implementación de analíticas de aprendizaje

JA Ruipérez-Valiente - RIED-Revista Iberoamericana de Educación a …, 2020 - redalyc.org
Con el despegue de la popularidad del área de analítica de aprendizaje durante la última
década, numerosas investigaciones han surgido y la opinión pública se ha hecho eco de …

Scenarios for the application of learning analytics and the flipped classroom

AR Fernández, PJM Merino… - 2018 IEEE Global …, 2018 - ieeexplore.ieee.org
This work aims to define and present some scenarios to use learning analytics with flipped
classroom models. We selected some important indicators and visualizations widely used in …