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 …

Machine learning for the educational sciences

S Hilbert, S Coors, E Kraus, B Bischl, A Lindl… - Review of …, 2021 - Wiley Online Library
Abstract Machine learning (ML) provides a powerful framework for the analysis of high‐
dimensional datasets by modelling complex relationships, often encountered in modern …

A study of grammar analysis in English teaching with deep learning algorithm

G Zhang - International Journal of Emerging Technologies in …, 2020 - learntechlib.org
Abstract In English teaching, grammar is a very important part. Based on the seq2seq model,
a grammar analysis method combining the attention mechanism, word embedding and CNN …

Explicating the map** between big data and knowledge management: a systematic literature review and future directions

AK Goswami, A Sinha, M Goswami… - … : An International Journal, 2024 - emerald.com
Purpose This study aims to extend and explore patterns and trends of research in the
linkage of big data and knowledge management (KM) by identifying growth in terms of …

[PDF][PDF] A hybrid recommender framework for selecting a course reference books

SSE Alqallaf, WM Medhat, TA El-Shishtawy - Journal of Theoretical and …, 2022 - jatit.org
Recommender systems are receiving great attention these days, as various researchers and
major companies are conducting continuous research in this field. Companies like Google …

[PDF][PDF] College Mathematics Teaching Method Based on Big Data.

L Cui, Y Liao, Y Wang, X Dong - International Journal of Emerging …, 2019 - core.ac.uk
With the aid of big data technology, this paper enumerates the existing problems of college
mathematics teaching, and designs a big databased method for mathematics teaching …

[PDF][PDF] MONITORING LEARNERS'PERFORMANCE BY MODELING LEARNING PROGRESS USING MACHINE LEARNING

R Arafiyah, HB Santoso… - Journal of Engineering …, 2022 - jestec.taylors.edu.my
In this globalization era, the involvement of machines is inevitable, including one within the
context of monitoring learners' performance. This study investigates learners' performance …

Intelligent machine for ontological representation of massive pedagogical knowledge based on neural networks.

A Hadioui, YB Touimi, NE Faddouli… - … Journal of Electrical …, 2021 - search.ebscohost.com
Higher education is increasingly integrating free leaming management systems (LMS). The
main objective underlying such systems integration is the automatization of online …

MOOCMaven: Bridging M-Learning and Open Data for Enhanced Unified MOOC Exploration.

AF Tatang, AM Algarni - International Journal of Interactive …, 2023 - search.ebscohost.com
We live in a modern environment where learning does not have any barriers. Our work aims
to become the main gateway for people of any interest to take advantage of the full …

[PDF][PDF] Análise de agrupamento dos cursos de graduação de universidades federais brasileiras.

BT Marcatti, A Zanella, AC Konrath - Revista Electrónica de …, 2024 - reec.uvigo.es
A avaliação da educação superior é uma importante ferramenta para o desenvolvimento da
qualidade do ensino. Atualmente, o Conceito Preliminar de Curso (CPC) é considerado o …