EDUCA: A web 2.0 authoring tool for developing adaptive and intelligent tutoring systems using a Kohonen network

dc.creatorRAMON ZATARAIN CABADA
dc.creatorMARIA LUCIA BARRON ESTRADA
dc.creatorCARLOS ALBERTO REYES GARCIA
dc.date2011
dc.date.accessioned2023-07-25T16:24:06Z
dc.date.available2023-07-25T16:24:06Z
dc.identifierhttp://inaoe.repositorioinstitucional.mx/jspui/handle/1009/1666
dc.identifier.urihttps://repositorioslatinoamericanos.uchile.cl/handle/2250/7806860
dc.descriptionThis paper presents a Web 2.0 Learning Environment, for a systematic creation of adaptive and intelligent tutoring systems. Authoring contents is made by a community of users including teachers and students. The tutoring systems adapt the contents according to the best learning style using self-organizing maps (SOMs). The SOM was trained for classifying Felder–Silverman learning styles. The most important advantage of these unsupervised neural networks is that they do not require an external teacher for presenting a training set. The approach was implemented under an authoring tool that allows the production of personalized learning material to be used under collaborative and mobile learning environments. The tutoring systems together with the neural network can also be exported to mobile devices. We present different results to the approach working under the authoring tool.
dc.formatapplication/pdf
dc.languageeng
dc.publisherElsevier Ltd.
dc.relationcitation:Zatarain-Cabada, R. , et al., (2011). EDUCA: A web 2.0 authoring tool for developing adaptive and intelligent tutoring systems using a Kohonen network, Expert Systems with Applications, (38): 9522–9529
dc.rightsinfo:eu-repo/semantics/openAccess
dc.rightshttp://creativecommons.org/licenses/by-nc-nd/4.0
dc.subjectinfo:eu-repo/classification/Intelligent tutoring systems/Intelligent tutoring systems
dc.subjectinfo:eu-repo/classification/Cooperative/collaborative learning/Cooperative/collaborative learning
dc.subjectinfo:eu-repo/classification/Authoring tools and methods/Authoring tools and methods
dc.subjectinfo:eu-repo/classification/Learning communities/Learning communities
dc.subjectinfo:eu-repo/classification/cti/1
dc.subjectinfo:eu-repo/classification/cti/12
dc.subjectinfo:eu-repo/classification/cti/1203
dc.subjectinfo:eu-repo/classification/cti/1203
dc.titleEDUCA: A web 2.0 authoring tool for developing adaptive and intelligent tutoring systems using a Kohonen network
dc.typeinfo:eu-repo/semantics/article
dc.typeinfo:eu-repo/semantics/acceptedVersion
dc.audiencestudents
dc.audienceresearchers
dc.audiencegeneralPublic


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