A systematic literature review of empirical research on epistemic network analysis in education

R Elmoazen, M Saqr, M Tedre, L Hirsto - IEEE Access, 2022 - ieeexplore.ieee.org
Over the past decade, epistemic network analysis (ENA) has emerged as a quantitative
ethnography tool for modeling discourse in different types of human behaviors. This article …

Text mining applied to distance higher education: A systematic literature review

P Takaki, ML Dutra - Education and Information Technologies, 2024 - Springer
Much of the data produced and consumed by students, teachers, and educational managers
is in textual format. Text Mining (TM) and Natural Language Processing (NLP) have been …

[HTML][HTML] “This is where public transport falls down”: Place based perspectives of multimodal travel

RC McIlroy - Transportation research part F: traffic psychology and …, 2023 - Elsevier
No single transport mode can replace the private car in terms of its support for flexible
mobility. Combinations of multiple transport modes are required. If we are to contribute to …

Towards automatic content analysis of social presence in transcripts of online discussions

M Ferreira, V Rolim, RF Mello, RD Lins… - Proceedings of the …, 2020 - dl.acm.org
This paper presents an approach to automatic labeling of the content of messages in online
discussion according to the categories of social presence. To achieve this goal, the …

Towards automatic cross-language classification of cognitive presence in online discussions

G Barbosa, R Camelo, AP Cavalcanti… - Proceedings of the …, 2020 - dl.acm.org
This paper presents a study that examined automated cross-language classification of
online discussion messages for the levels of cognitive presence, a key construct from the …

[PDF][PDF] Modeling educational discourse with natural language processing

N Dowell, V Kovanovic - Education, 2022 - solaresearch.org
The broadening adoption of technology enhanced learning environments has substantially
altered the manner in which educational communication takes place, with most people …

[HTML][HTML] Automatic analysis of cognitive presence in online discussions: An approach using deep learning and explainable artificial intelligence

Y Hu, RF Mello, D Gašević - Computers and Education: Artificial …, 2021 - Elsevier
This paper proposes the adoption of a deep learning method to automate the categorisation
of online discussion messages according to the phases of cognitive presence, a …

Adult learners' perceptions of distance education

A Åkerfeldt, N Bergdahl… - Journal of Adult and …, 2024 - journals.sagepub.com
Research informing adult education teachers' didactic practices in distance education is
scarce. Approaching the adult learner's perspectives on how distance education is …

Modelling spatial behaviours in clinical team simulations using epistemic network analysis: methodology and teacher evaluation

GM Fernandez-Nieto, R Martinez-Maldonado… - … Learning Analytics and …, 2021 - dl.acm.org
In nursing education through team simulations, students must learn to position themselves
correctly in coordination with colleagues. However, with multiple student teams in action, it is …

Short text topic modelling using local and global word-context semantic correlation

S Kinariwala, S Deshmukh - Multimedia Tools and Applications, 2023 - Springer
Nowadays, people use short text to portray their opinions on platforms of social media such
as Twitter, Facebook, and YouTube, as well as on e-commerce websites such as Amazon …