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Affective Sequences and Student Actions Within Reasoning Mind

Now that the modeling of affective states is beginning to mature, understanding affect dynamics has become an increasingly realistic endeavor. However, the results from empirical studies have not always matched those of theoretical models, which raises questions as to why. In this study, we explore...

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Autores principales: Ocumpaugh, Jaclyn, Baker, Ryan S., Karumbaiah, Shamya, Crossley, Scott A., Labrum, Matthew
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7334159/
http://dx.doi.org/10.1007/978-3-030-52237-7_35
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author Ocumpaugh, Jaclyn
Baker, Ryan S.
Karumbaiah, Shamya
Crossley, Scott A.
Labrum, Matthew
author_facet Ocumpaugh, Jaclyn
Baker, Ryan S.
Karumbaiah, Shamya
Crossley, Scott A.
Labrum, Matthew
author_sort Ocumpaugh, Jaclyn
collection PubMed
description Now that the modeling of affective states is beginning to mature, understanding affect dynamics has become an increasingly realistic endeavor. However, the results from empirical studies have not always matched those of theoretical models, which raises questions as to why. In this study, we explore the relationship between affective sequences that have been previously explored in the literature and the activities students may engage in when interacting with Reasoning Mind, a blended learning system for elementary mathematics. The strongest correlations are found for students who shift from engaged concentration to frustration, making fewer actions in the system. While confusion is generally associated with positive patterns, and frustration and boredom have unexpectedly similar implications for student activity.
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spelling pubmed-73341592020-07-06 Affective Sequences and Student Actions Within Reasoning Mind Ocumpaugh, Jaclyn Baker, Ryan S. Karumbaiah, Shamya Crossley, Scott A. Labrum, Matthew Artificial Intelligence in Education Article Now that the modeling of affective states is beginning to mature, understanding affect dynamics has become an increasingly realistic endeavor. However, the results from empirical studies have not always matched those of theoretical models, which raises questions as to why. In this study, we explore the relationship between affective sequences that have been previously explored in the literature and the activities students may engage in when interacting with Reasoning Mind, a blended learning system for elementary mathematics. The strongest correlations are found for students who shift from engaged concentration to frustration, making fewer actions in the system. While confusion is generally associated with positive patterns, and frustration and boredom have unexpectedly similar implications for student activity. 2020-06-09 /pmc/articles/PMC7334159/ http://dx.doi.org/10.1007/978-3-030-52237-7_35 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Ocumpaugh, Jaclyn
Baker, Ryan S.
Karumbaiah, Shamya
Crossley, Scott A.
Labrum, Matthew
Affective Sequences and Student Actions Within Reasoning Mind
title Affective Sequences and Student Actions Within Reasoning Mind
title_full Affective Sequences and Student Actions Within Reasoning Mind
title_fullStr Affective Sequences and Student Actions Within Reasoning Mind
title_full_unstemmed Affective Sequences and Student Actions Within Reasoning Mind
title_short Affective Sequences and Student Actions Within Reasoning Mind
title_sort affective sequences and student actions within reasoning mind
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7334159/
http://dx.doi.org/10.1007/978-3-030-52237-7_35
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