Adaptive cognition for ethnic learning of music through self-organizing maps

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dc.contributor.authorFerreira F.R.
dc.contributor.authorSilveira I.F.
dc.contributor.authorMustaro P.N.
dc.date.accessioned2024-03-13T01:40:12Z
dc.date.available2024-03-13T01:40:12Z
dc.date.issued2007
dc.description.abstract© 2007 IADISMusic learning in Latin America, specifically in Brazil, suffers a structural problem: people lacks incentive concerning music learning through regular courses in fundamental education, as well as in other levels. Although Brazil has different kinds of popular rhythms, its learning - despite all Brazilian national music tradition -does not take into account cultural or regional characteristics of learners. In order to perform such task, it would be necessary an adaptive device that would work with the cultural context of students. This paper studies an adaptive learning objects architecture for effective learning of musical concepts, focusing on Brazilian musical rhythms. Learning objects are dynamically recovered by Self-Organizing Maps-based techniques, which provides effective gathering over a learning objects repository in a way they could dynamically create learning resources according to some adaptive factors, like previous knowledge or learning styles.
dc.description.firstpage115
dc.description.lastpage122
dc.description.volume1
dc.identifier.urihttps://dspace.mackenzie.br/handle/10899/37666
dc.relation.ispartofProceedings of the IADIS International Conference e-Learning, EL 2007 - Part of the IADIS Multi Conference on Computer Science and Information Systems, MCCSIS 2007
dc.rightsAcesso Restrito
dc.subject.otherlanguageAdaptive Systems
dc.subject.otherlanguageEthnic Learning
dc.subject.otherlanguageLearning Objects
dc.subject.otherlanguageLearning of Music
dc.subject.otherlanguageNeural Networks
dc.subject.otherlanguageSelf-Organizing Maps
dc.titleAdaptive cognition for ethnic learning of music through self-organizing maps
dc.typeArtigo de evento
local.scopus.citations0
local.scopus.eid2-s2.0-85087156222
local.scopus.subjectAdaptive factors
local.scopus.subjectAdaptive learning
local.scopus.subjectCultural context
local.scopus.subjectEffective learning
local.scopus.subjectLearning resource
local.scopus.subjectMusical concepts
local.scopus.subjectRegional characteristics
local.scopus.subjectStructural problems
local.scopus.updated2024-05-01
local.scopus.urlhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85087156222&origin=inward
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