Towards a generalized competency model of collaborative problem solving

C Sun, VJ Shute, A Stewart, J Yonehiro, N Duran… - Computers & …, 2020 - Elsevier
Collaborative problem solving (CPS) is an essential skill in the 21st century. There is a need
for an appropriate framework and operationalization of CPS to guide its assessment and …

Exploring social and cognitive dimensions of collaborative problem solving in an open online simulation-based task

J Andrews-Todd, CM Forsyth - Computers in human behavior, 2020 - Elsevier
Collaborative problem solving (CPS) is a complex construct comprised of skills associated
with social and cognitive dimensions. The diverse set of skills within these dimensions make …

Examining Student Regulation of Collaborative, Computational, Problem-Solving Processes in Open-Ended Learning Environments.

M Emara, NM Hutchins, S Grover, C Snyder… - Journal of Learning …, 2021 - ERIC
The integration of computational modelling in science classrooms provides a unique
opportunity to promote key 21st century skills including computational thinking (CT) and …

Multimodal modeling of collaborative problem-solving facets in triads

AEB Stewart, Z Keirn, SK D'Mello - User Modeling and User-Adapted …, 2021 - Springer
Collaborative problem-solving (CPS) is ubiquitous in everyday life, including work, family,
leisure activities, etc. With collaborations increasingly occurring remotely, next-generation …

Say what? Automatic modeling of collaborative problem solving skills from student speech in the wild

S Pugh, SK Subburaj, AR Rao, AE Stewart… - Proceedings of the 14th …, 2021 - par.nsf.gov
We investigated the feasibility of using automatic speech recognition (ASR) and natural
language processing (NLP) to classify collaborative problem solving (CPS) skills from …

Assessing collaborative problem-solving skills among elementary school students

M Rojas, M Nussbaum, P Chiuminatto, O Guerrero… - Computers & …, 2021 - Elsevier
As 21st century skills have become increasingly important, Collaborative Problem Solving
(CPS) is now considered essential in almost all areas of life. Different theoretical frameworks …

Focused or stuck together: multimodal patterns reveal triads' performance in collaborative problem solving

H Vrzakova, MJ Amon, A Stewart, ND Duran… - Proceedings of the …, 2020 - dl.acm.org
Collaborative problem solving (CPS) in virtual environments is an increasingly important
context of 21st century learning. However, our understanding of this complex and dynamic …

Do speech-based collaboration analytics generalize across task contexts?

SL Pugh, A Rao, AEB Stewart, SK D'Mello - LAK22: 12th International …, 2022 - dl.acm.org
We investigated the generalizability of language-based analytics models across two
collaborative problem solving (CPS) tasks: an educational physics game and a block …

[PDF][PDF] Challenges and feasibility of automatic speech recognition for modeling student collaborative discourse in classrooms

R Southwell, S Pugh, M Perkoff, C Clevenger… - … Data Mining Society, 2022 - par.nsf.gov
Automatic speech recognition (ASR) has considerable potential to model aspects of
classroom discourse with the goals of automated assessment, feedback, and instructional …

A comparative analysis of automatic speech recognition errors in small group classroom discourse

J Cao, A Ganesh, J Cai, R Southwell… - Proceedings of the 31st …, 2023 - dl.acm.org
In collaborative learning environments, effective intelligent learning systems need to
accurately analyze and understand the collaborative discourse between learners (ie, group …