[HTML][HTML] A survey of research hotspots and frontier trends of recommendation systems from the perspective of knowledge graph

B Shao, X Li, G Bian - Expert Systems with Applications, 2021 - Elsevier
With the advent of the era of big data, the recommendation system has become an effective
solution to the problem of information overload. This paper takes the literature data related to …

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 …

Mobile microlearning design and effects on learning efficacy and learner experience

YM Lee, I Jahnke, L Austin - Educational Technology Research and …, 2021 - Springer
Mobile microlearning platforms have increased over the years. Literature shows that
platforms use specific instructions or media, such as videos or multiformat materials (eg, text …

Unpacking the inherent design principles of mobile microlearning

I Jahnke, YM Lee, M Pham, H He, L Austin - Technology, Knowledge and …, 2020 - Springer
Mobile microlearning targets a new audience of learners: employees and workers outside of
offices, using smartphones for flexible, anywhere, anytime training. The term …

Science map** the knowledge base on microlearning: Using Scopus database between 2002 and 2021

HH Pham, NTN Nguyen, L Dinh Hai… - Journal of Research in …, 2024 - emerald.com
Purpose With the advancement of technology, microlearning has emerged as a promising
method to improve the efficacy of teaching and learning. This study aims to investigate the …

[HTML][HTML] An AI-based open recommender system for personalized labor market driven education

M Tavakoli, A Faraji, J Vrolijk, M Molavi, ST Mol… - Advanced Engineering …, 2022 - Elsevier
Attaining those skills that match labor market demand is getting increasingly complicated,
not in the last place in engineering education, as prerequisite knowledge, skills, and abilities …

Semantic analysis of learners' emotional tendencies on online MOOC education

L Wang, G Hu, T Zhou - Sustainability, 2018 - mdpi.com
As a new education product in the information age, Massive Open Online Courses (MOOCs)
command momentous public attention for their unexpected rise and flexible application …

Knowledge graph in smart education: A case study of entrepreneurship scientific publication management

Y Chi, Y Qin, R Song, H Xu - Sustainability, 2018 - mdpi.com
In recent years, with the rapid growth of science and innovation, plenty of constantly-updated
scientific achievements containing innovative knowledge can be acquired and used to solve …

Enhancing student performance prediction on learnersourced questions with sgnn-llm synergy

L Ni, S Wang, Z Zhang, X Li, X Zheng… - Proceedings of the …, 2024 - ojs.aaai.org
Learnersourcing offers great potential for scalable education through student content
creation. However, predicting student performance on learnersourced questions, which is …

The transformative potential of Open Educational Resources for teacher education and practice

SM Cubides, A Chiappe… - Open Learning: The …, 2024 - Taylor & Francis
Open educational resources (OER) have significant potential for transforming teacher
education in develo** countries, yet this remains underexplored. This systematic literature …