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dc.contributor.author
Velasquez Rojas, Fatima Zoriana Eloisa
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dc.contributor.author
Laguna, Maria Fabiana
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dc.date.available
2022-09-07T15:06:20Z
dc.date.issued
2021-01
dc.identifier.citation
Velasquez Rojas, Fatima Zoriana Eloisa; Laguna, Maria Fabiana; The knowledge acquisition process from a complex system perspective: Observations and models; Society for Chaos Theory in Psychology & Life Sciences; Nonlinear Dynamics, Psychology, and Life Sciences; 25; 1; 1-2021; 41-67
dc.identifier.issn
1090-0578
dc.identifier.uri
http://hdl.handle.net/11336/167737
dc.description.abstract
In this work we study the knowledge acquisition process in a teaching-learning scenario that takes place within the classroom. We explore two complementary approaches, which include classroom observations and student surveys, and the formulation of theoretical models through the use of Statistical Physics tools. We develop an analytical model and a set of dynamics agent-based models that allow us to understand global behaviors, as well as to follow individual trajectories in the knowledge acquisition process. As a proxy of the final achievements of the students we use their final grade, allowing us to assess the validity of our approach. Our models, supported by observations and surveys, reproduce fairly well the process of acquiring knowledge of the students. This work sheds light on the internal dynamics of the classroom and allows us to understand some global aspects of the teachinglearning process.
dc.format
application/pdf
dc.language.iso
eng
dc.publisher
Society for Chaos Theory in Psychology & Life Sciences
dc.rights
info:eu-repo/semantics/restrictedAccess
dc.rights.uri
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.subject
Computational modeling
dc.subject
Education
dc.subject
Agent-based modeling
dc.subject.classification
Otras Ciencias Físicas
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dc.subject.classification
Ciencias Físicas
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dc.subject.classification
CIENCIAS NATURALES Y EXACTAS
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dc.title
The knowledge acquisition process from a complex system perspective: Observations and models
dc.type
info:eu-repo/semantics/article
dc.type
info:ar-repo/semantics/artículo
dc.type
info:eu-repo/semantics/publishedVersion
dc.date.updated
2022-03-10T12:05:24Z
dc.journal.volume
25
dc.journal.number
1
dc.journal.pagination
41-67
dc.journal.pais
Estados Unidos
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dc.journal.ciudad
Pewaukee
dc.description.fil
Fil: Velasquez Rojas, Fatima Zoriana Eloisa. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - La Plata. Instituto de Física de Líquidos y Sistemas Biológicos. Universidad Nacional de La Plata. Facultad de Ciencias Exactas. Instituto de Física de Líquidos y Sistemas Biológicos; Argentina
dc.description.fil
Fil: Laguna, Maria Fabiana. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Patagonia Norte; Argentina. Universidad Nacional de La Plata; Argentina. Universidad Nacional de Río Negro; Argentina
dc.journal.title
Nonlinear Dynamics, Psychology, and Life Sciences
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/url/https://www.societyforchaostheory.org/ndpls/
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