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Improving AEH courses through log analysis

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dc.contributor.author Vialardi-Sacín, César
dc.contributor.author Bravo, Javier
dc.contributor.author Ortigosa, Álvaro
dc.contributor.other Vialardi-Sacín, César
dc.date.issued 2008
dc.identifier.citation Vialardi, C., Bravo, J., y Ortigosa, A. (2008). Improving AEH courses through log analysis. Journal of Universal Computer Science, 14(17), 2777-2798. Recuperado de https://goo.gl/l8JZn4 es_ES
dc.identifier.issn 0948-695X
dc.identifier.uri http://repositorio.ulima.edu.pe/handle/ulima/1995
dc.description.abstract Authoring in adaptive educational hypermedia environment is complex activity. In order to promote a wider application of this technology, the teachers and course designers need specific methods and tools for supporting their work. In that sense, data mining is a promising technology. In fact, data mining techniques have already been used in E-learning systems, but most of the times their application is oriented to provide better support to students; little work has been done for assisting adaptive hypermedia authors through data mining. In this paper we present a proposal for using data mining for improving an adaptive hypermedia system. A tool implementing the proposed approach is also presented, along with examples of how data mining technology can assist teachers. es_ES
dc.description.uri Indexado en Scopus
dc.format application/pdf es_PE
dc.language.iso eng es_ES
dc.publisher Graz University of Technology es_ES
dc.rights info:eu-repo/semantics/openAccess es_PE
dc.rights.uri http://creativecommons.org/licenses/by-nc-sa/2.5/pe/ es_PE
dc.source Universidad de Lima es_PE
dc.source Repositorio Institucional Ulima es_PE
dc.subject Aprendizaje automático (Inteligencia artificial)
dc.subject Hipermedia
dc.subject Minería de datos
dc.subject Hypermedia
dc.subject Data mining
dc.subject Machine learning
dc.subject.classification Ciencias sociales / Educación
dc.subject.classification Comunicación / Medios y culturas digitales
dc.subject.classification Ingenierías / Ingeniería de sistemas
dc.title Improving AEH courses through log analysis es_ES
dc.type info:eu-repo/semantics/article es_PE
dc.type.other Artículo en Scopus es_PE
dc.identifier.journal Journal of Universal Computer Science
dc.publisher.country Austria
dc.identifier.eissn 0948-6968
dc.description.peer-review Revisión por pares


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