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

Descripción del Articulo

Indexado en Scopus
Detalles Bibliográficos
Autores: Bravo, Javier, Vialardi Sacín, César, Ortigosa, Álvaro
Formato: objeto de conferencia
Fecha de Publicación:2007
Institución:Universidad de Lima
Repositorio:ULIMA-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorio.ulima.edu.pe:20.500.12724/5635
Enlace del recurso:https://hdl.handle.net/20.500.12724/5635
Nivel de acceso:acceso abierto
Materia:Computer assisted instruction
Educational technology
Data mining
Hypermedia
Enseñanza asistida por computadora
Tecnología educativa
Minería de datos
Hipermedia
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oai_identifier_str oai:repositorio.ulima.edu.pe:20.500.12724/5635
network_acronym_str RULI
network_name_str ULIMA-Institucional
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dc.title.es_ES.fl_str_mv A problem-oriented method for supporting AEH authors through data mining
title A problem-oriented method for supporting AEH authors through data mining
spellingShingle A problem-oriented method for supporting AEH authors through data mining
Bravo, Javier
Computer assisted instruction
Educational technology
Data mining
Hypermedia
Enseñanza asistida por computadora
Tecnología educativa
Minería de datos
Hipermedia
title_short A problem-oriented method for supporting AEH authors through data mining
title_full A problem-oriented method for supporting AEH authors through data mining
title_fullStr A problem-oriented method for supporting AEH authors through data mining
title_full_unstemmed A problem-oriented method for supporting AEH authors through data mining
title_sort A problem-oriented method for supporting AEH authors through data mining
author Bravo, Javier
author_facet Bravo, Javier
Vialardi Sacín, César
Ortigosa, Álvaro
author_role author
author2 Vialardi Sacín, César
Ortigosa, Álvaro
author2_role author
author
dc.contributor.other.none.fl_str_mv Vialardi Sacín, César
dc.contributor.author.fl_str_mv Bravo, Javier
Vialardi Sacín, César
Ortigosa, Álvaro
dc.subject.en.fl_str_mv Computer assisted instruction
Educational technology
Data mining
Hypermedia
topic Computer assisted instruction
Educational technology
Data mining
Hypermedia
Enseñanza asistida por computadora
Tecnología educativa
Minería de datos
Hipermedia
dc.subject.es.fl_str_mv Enseñanza asistida por computadora
Tecnología educativa
Minería de datos
Hipermedia
description Indexado en Scopus
publishDate 2007
dc.date.accessioned.none.fl_str_mv 2018-02-08T16:39:48Z
dc.date.available.none.fl_str_mv 2018-02-08T16:39:48Z
dc.date.issued.fl_str_mv 2007
dc.type.none.fl_str_mv info:eu-repo/semantics/conferenceObject
dc.type.other.none.fl_str_mv Artículo de conferencia en Scopus
format conferenceObject
dc.identifier.citation.es_PE.fl_str_mv 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.
dc.identifier.issn.none.fl_str_mv 1613-0073
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12724/5635
dc.identifier.event.none.fl_str_mv CEUR Workshop Proceedings
identifier_str_mv 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.
1613-0073
CEUR Workshop Proceedings
url https://hdl.handle.net/20.500.12724/5635
dc.language.iso.none.fl_str_mv eng
language eng
dc.relation.ispartof.none.fl_str_mv urn:issn:1613-0073
dc.relation.uri.none.fl_str_mv http://hdl.handle.net/10486/664762
dc.rights.*.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.uri.*.fl_str_mv https://creativecommons.org/licenses/by-nc-sa/4.0/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/4.0/
dc.format.none.fl_str_mv application/pdf
dc.publisher.es_PE.fl_str_mv Universidad Técnica de Aachen
dc.publisher.country.es_PE.fl_str_mv DE
dc.source.none.fl_str_mv Universidad de Lima
Repositorio Institucional - Ulima
reponame:ULIMA-Institucional
instname:Universidad de Lima
instacron:ULIMA
instname_str Universidad de Lima
instacron_str ULIMA
institution ULIMA
reponame_str ULIMA-Institucional
collection ULIMA-Institucional
bitstream.url.fl_str_mv https://repositorio.ulima.edu.pe/bitstream/20.500.12724/5635/2/license.txt
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repository.name.fl_str_mv Repositorio Universidad de Lima
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spelling Bravo, JavierVialardi Sacín, CésarOrtigosa, ÁlvaroVialardi Sacín, César2018-02-08T16:39:48Z2018-02-08T16:39:48Z2007Bravo, 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), 53-62.1613-0073https://hdl.handle.net/20.500.12724/5635CEUR Workshop ProceedingsIndexado en ScopusOne 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.application/pdfengUniversidad Técnica de AachenDEurn:issn:1613-0073http://hdl.handle.net/10486/664762info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/4.0/Universidad de LimaRepositorio Institucional - Ulimareponame:ULIMA-Institucionalinstname:Universidad de Limainstacron:ULIMAComputer assisted instructionEducational technologyData miningHypermediaEnseñanza asistida por computadoraTecnología educativaMinería de datosHipermediaA problem-oriented method for supporting AEH authors through data mininginfo:eu-repo/semantics/conferenceObjectArtículo de conferencia en ScopusLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorio.ulima.edu.pe/bitstream/20.500.12724/5635/2/license.txt8a4605be74aa9ea9d79846c1fba20a33MD5220.500.12724/5635oai:repositorio.ulima.edu.pe:20.500.12724/56352024-10-25 13:29:49.855Repositorio Universidad de Limarepositorio@ulima.edu.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A problem-oriented method for supporting AEH authors through data mining
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