[HTML][HTML] Learning pattern classification using moodle logs and the visualization of browsing processes by time-series cross-section

K Dobashi, CP Ho, CP Fulford, MFG Lin… - Computers and Education …, 2022 - Elsevier
In recent years, distance learning using learning management and e-book systems has
been actively conducted in higher education institutions and various other organizations. It is …

An infographics-based tool for monitoring dropout risk on distance learning in higher education

M Brito, F Medeiros, EP Bezerra - 2019 18th International …, 2019 - ieeexplore.ieee.org
Given the difficulty of identifying students at dropout risk from the native logs and reports of
the Virtual Learning Environments (VLEs), computational methods and tools based on …

UBUMonitor: an open-source desktop application for visual E-learning analysis with moodle

R Marticorena-Sánchez, C López-Nozal, YP Ji… - Electronics, 2022 - mdpi.com
An inherent requirement of teaching using online learning platforms is that the teacher must
analyze student activity and performance in relation to course learning objectives. Therefore …

Automatic data integration from Moodle course logs to pivot tables for time series cross section analysis

K Dobashi - Procedia computer science, 2017 - Elsevier
This paper describes a data integration method for Moodle course logs and pivot table
functions to analyze the behavior of students' material page views in face-to-face blended …

Connected heterogenous multi-processing architecture for digitalization of freight railway transport applications

M Losada, I Adin, A Perez, RC Ramírez, J Mendizabal - Electronics, 2022 - mdpi.com
The digitalisation of freight rail is an essential improvement to create modern functions that
offer a cost-effective, attractive service and improved operational opportunities to operators …

Sync ratio and cluster heat map for visualizing student engagement

K Dobashi - Educational data science: essentials, approaches, and …, 2023 - Springer
In the current learning management system, it is difficult for even experienced teachers to
grasp the learning situation and to engage in a timely manner for each individual, and the …

Contribuições de um Plugin do tipo Report para a Identificação do Risco de Evasão no AVA Moodle com base em Visualização de Dados

MT de Souza Brito, FPA de Medeiros… - … de Informática na …, 2020 - journals-sol.sbc.org.br
Este trabalho pertence ao campo de pesquisa educacional, conhecido como Learning
Analytics, e tem como objetivo analisar a contribuição de indicadores sociais, cognitivos e …

[PDF][PDF] Analysis of team tutoring training data

A MacAllister, A Kohl, S Gilbert, E Winer… - MODSIM …, 2017 - modsimworld.org
In 2015, the Army identified intelligent tutoring as a key tool for preparing soldiers in an ever-
changing world. Intelligent tutoring uses targeted feedback to train soldiers in critical skills …

Interactive mining for learning analytics by automated generation of pivot table

K Dobashi - Advances in Artificial Intelligence, Software and …, 2019 - Springer
This paper describes a method to reproduce and visualize student course material page
views chronologically as a basis for improving lessons and supporting learning analysis …

Um plugin do tipo report para a identificação do risco de evasão na educação superior a distância que usa técnicas de visualização de dados

MTS Brito - 2019 - repositorio.ufpb.br
Este trabalho pertence ao campo de pesquisa educacional conhecido como Learning
Analytics e tem como objetivo propiciar um sistema que apresente alunos em situação de …