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) …

Learning analytics to support teaching skills: A systematic literature review

LM Oliva-Cordova, A Garcia-Cabot… - IEEE …, 2021 - ieeexplore.ieee.org
Learning Analytics is a vast concept and a rapidly growing field in higher education used by
professors to measure, collect and analyze digital learning records to improve learning …

Learning analytics: A glance of evolution, status, and trends according to a proposed taxonomy

A Peña‐Ayala - Wiley Interdisciplinary Reviews: Data Mining …, 2018 - Wiley Online Library
Before the emergence of computer‐based educational systems (CBES) whose aims of
providing teaching and learning experiences to hundreds even thousands of users, an …

[HTML][HTML] Diseño y validación de un instrumento de evaluación de la competencia digital en Educación Superior

S Restrepo-Palacio, YMS Cifuentes - Ensaio: Avaliação e Políticas …, 2020 - educa.fcc.org.br
El objetivo es presentar los resultados del diseño y validación del instrumento “Campus
Digital”, que evalúa el nivel de desarrollo de la competencia digital en estudiantes de …

Understand, develop and enhance the learning process with big data

S Sedkaoui, M Khelfaoui - Information Discovery and Delivery, 2019 - emerald.com
Purpose With the advent of the internet and communication technology, the penetration of e-
learning has increased. The digital data being created by the educational and research …

Artificial intelligence in technology-enhanced assessment: a survey of machine learning

S Caspari-Sadeghi - Journal of Educational Technology …, 2023 - journals.sagepub.com
Intelligent assessment, the core of any AI-based educational technology, is defined as
embedded, stealth and ubiquitous assessment which uses intelligent techniques to …

[HTML][HTML] Innovation in the digital era: new labor market and educational changes

SLM Mello, NVE Ludolf, OLG Quelhas… - Ensaio: Avaliação e …, 2019 - SciELO Brasil
The digital era highlights industrial advances, changes in the labor market, and in the
educational system. This study investigates these factors through analytical indicators such …

A model to forecast learning outcomes for students in blended learning courses based on learning analytics

VA Nguyen, QB Nguyen, VT Nguyen - … on E-Society, E-Education and E …, 2018 - dl.acm.org
One of the difficulties experienced by online learners is the lack of regular supervision as
well as the need to provide instructions to support the learning process more effectively. The …

[HTML][HTML] Fortalecimiento de la práctica docente con Learning Analytics: estudio de caso

L González-Lerma, C Lugo-Silva - Praxis & Saber, 2020 - scielo.org.co
Este artículo presenta el análisis y la evaluación de un estudio de caso sobre la
implementación del software para la gestión de aula CloudLabs, realizado en una …