Object-Based Trace Model for Automatic Indicator Computation in the Human Learning Environments

This paper proposes a traces model in the form of an object or class model (in the UML sense) which allows the automatic calculation of indicators of various kinds and independently of the computer environment for human learning (CEHL). The model is based on the establishment of a trace-based system...

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Autores principales:	Bernabé Batchakui, Thomas Djotio, Ibrahim Moukouop, Alex Ndouna
Formato:	article
Lenguaje:	EN
Publicado:	Kassel University Press 2021
Materias:	indicators calculation, cehl, learning traces, trace model, trace-based system , reuse of indicators. Education L Information technology T58.5-58.64
Acceso en línea:	https://doaj.org/article/a2ba6c08929f4a46a9b918fdc460aae0
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spelling	oai:doaj.org-article:a2ba6c08929f4a46a9b918fdc460aae02021-12-02T18:42:58ZObject-Based Trace Model for Automatic Indicator Computation in the Human Learning Environments1863-038310.3991/ijet.v16i21.25033https://doaj.org/article/a2ba6c08929f4a46a9b918fdc460aae02021-11-01T00:00:00Zhttps://online-journals.org/index.php/i-jet/article/view/25033https://doaj.org/toc/1863-0383This paper proposes a traces model in the form of an object or class model (in the UML sense) which allows the automatic calculation of indicators of various kinds and independently of the computer environment for human learning (CEHL). The model is based on the establishment of a trace-based system that encompasses all the logic of traces collecting and indicators calculation. It is im-plemented in the form of a trace database. It is an important contribution in the field of the exploitation of the traces of apprenticeship in a CEHL because it pro-vides a general formalism for modeling the traces and allowing the calculation of several indicators at the same time. Also, with the inclusion of calculated indica-tors as potential learning traces, our model provides a formalism for classifying the various indicators in the form of inheritance relationships, which promotes the reuse of indicators already calculated. Economically, the model can allow organi-zations with different learning platforms to invest only in one traces Management System. At the social level, it can allow a better sharing of trace databases be-tween the various research institutions in the field of CEHL.Bernabé BatchakuiThomas DjotioIbrahim MoukouopAlex NdounaKassel University Pressarticleindicators calculation, cehl, learning traces, trace model, trace-based system , reuse of indicators.EducationLInformation technologyT58.5-58.64ENInternational Journal of Emerging Technologies in Learning (iJET), Vol 16, Iss 21, Pp 26-41 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	indicators calculation, cehl, learning traces, trace model, trace-based system , reuse of indicators. Education L Information technology T58.5-58.64
spellingShingle	indicators calculation, cehl, learning traces, trace model, trace-based system , reuse of indicators. Education L Information technology T58.5-58.64 Bernabé Batchakui Thomas Djotio Ibrahim Moukouop Alex Ndouna Object-Based Trace Model for Automatic Indicator Computation in the Human Learning Environments
description	This paper proposes a traces model in the form of an object or class model (in the UML sense) which allows the automatic calculation of indicators of various kinds and independently of the computer environment for human learning (CEHL). The model is based on the establishment of a trace-based system that encompasses all the logic of traces collecting and indicators calculation. It is im-plemented in the form of a trace database. It is an important contribution in the field of the exploitation of the traces of apprenticeship in a CEHL because it pro-vides a general formalism for modeling the traces and allowing the calculation of several indicators at the same time. Also, with the inclusion of calculated indica-tors as potential learning traces, our model provides a formalism for classifying the various indicators in the form of inheritance relationships, which promotes the reuse of indicators already calculated. Economically, the model can allow organi-zations with different learning platforms to invest only in one traces Management System. At the social level, it can allow a better sharing of trace databases be-tween the various research institutions in the field of CEHL.
format	article
author	Bernabé Batchakui Thomas Djotio Ibrahim Moukouop Alex Ndouna
author_facet	Bernabé Batchakui Thomas Djotio Ibrahim Moukouop Alex Ndouna
author_sort	Bernabé Batchakui
title	Object-Based Trace Model for Automatic Indicator Computation in the Human Learning Environments
title_short	Object-Based Trace Model for Automatic Indicator Computation in the Human Learning Environments
title_full	Object-Based Trace Model for Automatic Indicator Computation in the Human Learning Environments
title_fullStr	Object-Based Trace Model for Automatic Indicator Computation in the Human Learning Environments
title_full_unstemmed	Object-Based Trace Model for Automatic Indicator Computation in the Human Learning Environments
title_sort	object-based trace model for automatic indicator computation in the human learning environments
publisher	Kassel University Press
publishDate	2021
url	https://doaj.org/article/a2ba6c08929f4a46a9b918fdc460aae0
work_keys_str_mv	AT bernabebatchakui objectbasedtracemodelforautomaticindicatorcomputationinthehumanlearningenvironments AT thomasdjotio objectbasedtracemodelforautomaticindicatorcomputationinthehumanlearningenvironments AT ibrahimmoukouop objectbasedtracemodelforautomaticindicatorcomputationinthehumanlearningenvironments AT alexndouna objectbasedtracemodelforautomaticindicatorcomputationinthehumanlearningenvironments
_version_	1718377754633699328

Object-Based Trace Model for Automatic Indicator Computation in the Human Learning Environments

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