Personalized student assessment based on learning analytics and recommender systems

AL Gonçalves, LM Carlos, JB da Silva… - 2018 3rd International …, 2018 - ieeexplore.ieee.org
This paper presents a process based on learning analytics and recommender systems with
the objective of analyzing student assessment in order to provide clues that can help …

Learning analytics and recommender systems toward remote experimentation

LG Alexandre, GR Alves, LM Carlos, JB Silva… - … Institute Spain-LASI …, 2018 - recipp.ipp.pt
This paper presents a process based on learning analytics and recom-mender systems to
provide suggestions to students about remote laboratories ac-tivities in order to scaffold their …

Teaching analytics: support for the evaluation and assistance in the design of teaching through artificial intelligence

I Bennacer - 2022 - theses.hal.science
The present thesis is focused on the use of Teaching Analytics to analyze teachers'
behaviors and assist them in using Learning Management Systems (LMS). Teaching …

Remote experimentation supported by learning analytics and recommender systems

AL Gonçalves, GR Alves, LM Carlos… - Proceedings of the …, 2018 - dl.acm.org
This paper proposes a process based on learning analytics and recommender systems
targeted at making suggestions to students about their remote laboratories activities and …

Learning analytics and evaluative mentoring to increase the students' performance in computer science

M Ruiz-Ferrández, G Ortega… - 2018 IEEE Global …, 2018 - ieeexplore.ieee.org
This work is devoted to presenting some strategies aimed at incrementing the students'
commitment with their formative process and, at the same time, achieving a satisfactory …

Monitoring and adaptation of assessment activities in a VLE supported by learning analytic

J Llerena-Izquierdo, ME Rodriguez… - … Conference on Science …, 2022 - Springer
The complex task of developing an assessment activity and its structure requires
determining the appropriate set of elements to link the learning objectives with the expected …

A Model of an Online Evaluation System for STEM Education

G Durovic, MH Dlab… - 2019 42nd International …, 2019 - ieeexplore.ieee.org
To achieve better learning results, students should be motivated for continuous learning.
This is particularly important in areas such as STEM, where for the purpose of understanding …

Personalized tutoring model through the application of Learning Analytics phases

F Simanca, R González, L Rodriguez… - IEEE Latin America …, 2020 - ieeexplore.ieee.org
Learning Analytics (LA) have a significant impact in learning and teaching processes. These
can be improved using the available data retrieved from the students' activity inside the …

Recommending system for digital educational resources based on learning analysis

NM Ndiyae, Y Chaabi, K Lekdioui… - Proceedings of the New …, 2019 - dl.acm.org
In this paper, we propose an online course recommendation system applicable to a distance-
learning platform.(LMS) which assists and supports learners in knowledge tests. Most …

Learning analytics and cognitive computing to support personalized learning experiences

A de Campos, SC Cazella - 2019 IEEE 19th International …, 2019 - ieeexplore.ieee.org
This research proposal is about the integration between Learning Analytics and Cognitive
Computing in the development of resources to support the process of personalized learning …