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 …

Complex problem solving in assessments of collaborative problem solving

A Graesser, BC Kuo, CH Liao - Journal of Intelligence, 2017 - mdpi.com
Collaborative problem solving (ColPS) proficiency was developed as a new assessment for
the Programme for International Student Assessment (PISA) in the 2015 international …

[PDF][PDF] Epistemic network analysis: A worked example of theory-based learning analytics

D Shaffer, A Ruis - Handbook of learning analytics, 2017 - par.nsf.gov
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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 …

Quantifying the qualitative with epistemic network analysis: a human factors case study of task-allocation communication in a primary care team

AR Wooldridge, P Carayon, DW Shaffer… - IISE transactions on …, 2018 - Taylor & Francis
Health care is fundamentally about people, and therefore, engineering approaches for
studying healthcare systems must consider the perspective, concepts and methods offered …

Enhancing knowledge transfer

NB Dohn, L Markauskaite, R Hachmann - Handbook of Research in …, 2020 - Springer
Abstract “How can design for learning with technology facilitate knowledge transfer from
educational to non-educational contexts?” To answer this question, we start with a review of …

Context, community, and the individual: Modeling identity in a game affinity space

A Barany, A Foster - Virtual Learning Environments, 2024 - taylorfrancis.com
Video games, and the affinity spaces that develop around them, have been lauded as
valuable sites for promoting learning as a transformational and intentional process of identity …

Building intelligent conversational tutors and mentors for team collaborative problem solving: Guidance from the 2015 Program for International Student Assessment

AC Graesser, N Dowell, AJ Hampton… - … tutoring systems for …, 2018 - emerald.com
This chapter describes how conversational computer agents have been used in
collaborative problem-solving environments. These agent-based systems are designed to …

Local versus global connection making in discourse

W Collier, A Ruis, DW Shaffer - 2016 - repository.isls.org
This paper examines techniques for modeling relationships among domain concepts and
practices in discourse to assess learning in a CSCL environment. We compare two …

The adaptive learning landscape

G Natriello - Teachers College Record, 2017 - journals.sagepub.com
Background Personalizing education by adapting learning opportunities and instructional
practices to individual abilities and dispositions has been a long-standing objective among …