Multi-source and multimodal data fusion for predicting academic performance in blended learning university courses
In this paper we apply data fusion approaches for predicting the final academic performance
of university students using multiple-source, multimodal data from blended learning …
of university students using multiple-source, multimodal data from blended learning …
Local technology to enhance data privacy and security in educational technology
D Amo Filvá, P Prinsloo… - … journal of interactive …, 2021 - upcommons.upc.edu
In educational environments, technological adoption in the last 10 years has enabled a data-
driven and decisionmaking paradigm in organizations. The integration of cloud services in …
driven and decisionmaking paradigm in organizations. The integration of cloud services in …
Learning analytics and evidence-based K12 education in Japan: usage of data-driven services for mobile learning across two years
Learning and evidence analytics framework (LEAF) is a technology framework for data-
driven services in education. LEAF helps to form an educational eco-system with new digital …
driven services in education. LEAF helps to form an educational eco-system with new digital …
Biometrics and behavior analysis for detecting distractions in e-learning
In this article, we explore computer vision approaches to detect abnormal head pose during
e-Iearning sessions and we introduce a study on the effects of mobile phone usage during …
e-Iearning sessions and we introduce a study on the effects of mobile phone usage during …
Learning analytics for enhanced professional capital development: a systematic review
J de La Hoz-Ruiz, M Khalil… - Frontiers in …, 2024 - frontiersin.org
Background/Motivation This article presents a systematic review aimed at examining the
utilization of learning analytics (LA) to enhance teachers' professional capital. Aim The study …
utilization of learning analytics (LA) to enhance teachers' professional capital. Aim The study …
Self-Regulated Learning and Active Feedback of MOOC Learners Supported by the Intervention Strategy of a Learning Analytics System
R Cobos - Electronics, 2023 - mdpi.com
MOOCs offer great learning opportunities, but they also present several challenges for
learners that hinder them from successfully completing MOOCs. To address these …
learners that hinder them from successfully completing MOOCs. To address these …
A generative AI-based personalized guidance tool for enhancing the feedback to MOOC learners
The widespread adoption of Massive Open Online Courses (MOOCs) has profoundly
influenced higher education by granting learners access to an extensive array of …
influenced higher education by granting learners access to an extensive array of …
M2lads: A system for generating multimodal learning analytics dashboards
In this article, we present a Web-based System called M2LADS, which supports the
integration and visualization of multimodal data recorded in learning sessions in a MOOC in …
integration and visualization of multimodal data recorded in learning sessions in a MOOC in …
Teaching through learning analytics: Predicting student learning profiles in a physics course at a higher education institution
Learning Analytics (LA) is increasingly used in Education to set prediction models from
artificial intelligence to determine learning profiles. This study aims to determine to what …
artificial intelligence to determine learning profiles. This study aims to determine to what …
Your teammate just sent you a new message!: The effects of using telegram on individual acquisition of teamwork competence
Students' acquisition of teamwork competence has become a priority for educational
institutions. The development of teamwork competence in education generally relies in …
institutions. The development of teamwork competence in education generally relies in …