A review of methodological applications of social network analysis in computer-supported collaborative learning

M Dado, D Bodemer - Educational Research Review, 2017 - Elsevier
Social network analysis (SNA) is a promising research method for analyzing relational ties in
computer-supported collaborative learning (CSCL)—activities in which learners interact …

Co-constructing knowledge with generative AI tools: Reflections from a CSCL perspective

U Cress, J Kimmerle - International Journal of Computer-Supported …, 2023 - Springer
Abstract Generative Artificial Intelligence (AI) tools, such as ChatGPT, have received great
attention from researchers, the media, and the public. They are gladly and frequently used …

Empowering collaborative knowledge construction through the implementation of a collaborative argument map tool

F Ouyang, L Zhang, M Wu, P Jiao - The Internet and Higher Education, 2024 - Elsevier
Collaborative knowledge construction has been used in higher education to support student
groups' collaborative learning activities through students' exchange, negotiation, and …

Collaborative learning analytics

AF Wise, S Knight, SB Shum - International handbook of computer …, 2021 - Springer
The use of data from computer-based learning environments has been a long-standing
feature of CSCL. Learning Analytics (LA) can enrich this established work in CSCL. This …

Social networks and online environments: when science and practice co-evolve

D Rosen, GA Barnett, JH Kim - Social network analysis and mining, 2011 - Springer
The science of social network analysis has co-evolved with the development of online
environments and computer-mediated communication. Unique and precise data available …

Group communication analysis: A computational linguistics approach for detecting sociocognitive roles in multiparty interactions

NMM Dowell, TM Nixon, AC Graesser - Behavior research methods, 2019 - Springer
Roles are one of the most important concepts in understanding human sociocognitive
behavior. During group interactions, members take on different roles within the discussion …

Exploring the Relationship between Emergent Sociocognitive Roles, Collaborative Problem-Solving Skills, and Outcomes: A Group Communication Analysis.

NMM Dowell, Y Lin, A Godfrey, C Brooks - Journal of Learning Analytics, 2020 - ERIC
Collaborative problem-solving (CPS) has become an essential component of today's
knowledge-based, innovation-centred economy and society. As such, communication and …

What do you mean by collaboration analytics? A conceptual model

R Martinez-Maldonado, D Gašević… - Journal of Learning …, 2021 - opus.lib.uts.edu.au
Using data to generate a deeper understanding of collaborative learning is not new, but
automatically analyzing log data has enabled new means of identifying key indicators of …

Assessment of (computer-supported) collaborative learning

JW Strijbos - IEEE transactions on learning technologies, 2010 - ieeexplore.ieee.org
Within the (Computer-Supported) Collaborative Learning (CS) CL research community,
there has been an extensive dialogue on theories and perspectives on learning from …

Social practices in teacher knowledge creation and innovation adoption: a large-scale study in an online instructional design community for inquiry learning

MJ Rodríguez-Triana, LP Prieto, T Ley… - International Journal of …, 2020 - Springer
Social practices are assumed to play an important role in the evolution of new teaching and
learning methods. Teachers internalize knowledge developed in their communities through …