Analysing interactions in online discussions through social network analysis

D Ye, S Pennisi - Journal of Computer Assisted Learning, 2022 - Wiley Online Library
Background Online discussion is one of the commonly used tools to enhance students'
interactions and engagements in online courses, but it is not clear how social presence in …

Learning communities in the crowd: Characteristics of content related interactions and social relationships in MOOC discussion forums

AF Wise, Y Cui - Computers & education, 2018 - Elsevier
This mixed method study used social network analysis (SNA) and inductive qualitative
analysis to compare social relationships and the underlying interactions they represent in …

[HTML][HTML] How the study of online collaborative learning can guide teachers and predict students' performance in a medical course

M Saqr, U Fors, M Tedre - BMC medical education, 2018 - Springer
Background Collaborative learning facilitates reflection, diversifies understanding and
stimulates skills of critical and higher-order thinking. Although the benefits of collaborative …

Collaborative learning of students in online discussion forums: A social network analysis perspective

R Rabbany, S Elatia, M Takaffoli, OR Zaïane - Educational data mining …, 2014 - Springer
Many courses are currently delivered using Course Management Systems (CMS).
Discussion forums within these systems provide the basis for collaborative learning. In this …

[HTML][HTML] Can online discussion participation predict group project performance? Investigating the roles of linguistic features and participation patterns

J Yoo, J Kim - International Journal of Artificial Intelligence in …, 2014 - Springer
Although many college courses adopt online tools such as Q&A online discussion boards,
there is no easy way to measure or evaluate their effect on learning. As a part of supporting …

A review of the analytics techniques for an efficient management of online forums: An architecture proposal

J Peral, A Ferrandez, H Mora, D Gil… - IEEE Access, 2019 - ieeexplore.ieee.org
E-learning is a response to the new educational needs of society and an important
development in information and communication technologies because it represents the …

The impact of automatic text translation on classification of online discussions for social and cognitive presences

A Barbosa, M Ferreira, R Ferreira Mello… - … Learning Analytics and …, 2021 - dl.acm.org
This paper reports the findings of a study that measured the effectiveness of employing
automatic text translation methods in automated classification of online discussion …

Characterizing communication networks in a web-based classroom: Cognitive styles and linguistic behavior of self-organizing groups in online discussions

P Vercellone-Smith, K Jablokow, C Friedel - Computers & Education, 2012 - Elsevier
In this study, we explore the cognitive style profiles and linguistic patterns of self-organizing
groups within a web-based graduate education course to determine how cognitive …

Honing in on social learning networks in MOOC forums: Examining critical network definition decisions

AF Wise, Y Cui, WQ Jin - … of the seventh international learning analytics & …, 2017 - dl.acm.org
This study examines the impact of content-based network partitioning and tie definition on
social network structures and interpretation for MOOC discussion forums. Using dynamic …

[HTML][HTML] Revealing latent traits in the social behavior of distance learning students

R Tsoni, CΤ Panagiotakopoulos… - Education and Information …, 2022 - Springer
This paper proposes a multilayered methodology for analyzing distance learning students'
data to gain insight into the learning progress of the student subjects both in an individual …