Repositorio Institucional Ulima

A problem-oriented method for supporting AEH authors through data mining

Mostrar el registro sencillo del ítem Bravo, Javier Vialardi-Sacín, César Ortigosa, Álvaro
dc.contributor.other Vialardi-Sacín, César es_PE 2018-02-08T16:39:48Z 2018-02-08T16:39:48Z 2007
dc.identifier.citation Bravo, J., Vialardi, C., & Ortigosa, Á. (2007). A Problem-Oriented Method for Supporting AEH Authors through Data Mining. International Workshop on Applying Data Mining in e-Learning, ADML 2007, CEUR Workshop Proceedings (305), 53-62. es_ES
dc.identifier.issn 1613-0073
dc.description.abstract One of the main problems with Adaptive Educational Hypermedia Systems (AEHS) is that is very difficult to test whether adaptation decisions are beneficial for all the students or some of them would benefit from a different adaptation. Data mining techniques can provide support to overcome, to a certain extent, this problem. This paper proposes the use of these techniques for detecting potential problems of adaptation in AEH systems. The proposed method searches for symptoms of these problems (called anomalies) through log analysis and tries to interpret the findings. Currently, a decision tree technique is being used for the task. es_ES
dc.description.uri Indexado en Scopus
dc.format application/pdf
dc.language.iso eng es_ES
dc.publisher Universidad Técnica de Aachen es
dc.rights info:eu-repo/semantics/openAccess
dc.source Universidad de Lima
dc.source Repositorio Institucional - Ulima
dc.subject Enseñanza asistida por computadora es
dc.subject Tecnología educativa es
dc.subject Minería de datos es
dc.subject Hipermedia es
dc.subject Computer assisted instruction en
dc.subject Educational technology en
dc.subject Data mining en
dc.subject Hypermedia en
dc.subject.classification Ciencias sociales / Educación es
dc.subject.classification Ingenierías / Ingeniería de sistemas es
dc.title A problem-oriented method for supporting AEH authors through data mining es_ES
dc.type info:eu-repo/semantics/conferenceObject es_PE
dc.type.other Artículo de conferencia en Scopus es_PE
dc.identifier.journal CEUR Workshop Proceedings Alemania es

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