Analysis of models and metacognitive architectures in intelligent systems

Recently Intelligent Systems (IS) have highly increased the autonomy of their decisions, this has been achieved by improving metacognitive skills. The term metacognition in Artifi cial Intelligence (AI) refers to the capability of IS to monitor and control their own learning processes. This paper de...

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Autores:
Caro Piñeres, Manuel Fernando
Jiménez Builes, Jovani Alberto
Tipo de recurso:
Article of journal
Fecha de publicación:
2013
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/73150
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/73150
http://bdigital.unal.edu.co/37625/
Palabra clave:
Artifi cial Intelligence
Metacognition
Metamemory
MetaComprehension
SelfRegulation
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional
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spelling Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Caro Piñeres, Manuel Fernando5ca1e1ec-7cc9-4720-af51-9bfca4f5709c300Jiménez Builes, Jovani Alberto3e6b0160-ace1-407c-b068-cd5bb12b67ae3002019-07-03T15:56:44Z2019-07-03T15:56:44Z2013https://repositorio.unal.edu.co/handle/unal/73150http://bdigital.unal.edu.co/37625/Recently Intelligent Systems (IS) have highly increased the autonomy of their decisions, this has been achieved by improving metacognitive skills. The term metacognition in Artifi cial Intelligence (AI) refers to the capability of IS to monitor and control their own learning processes. This paper describes different models used to address the implementation of metacognition in IS. Then, we present a comparative analysis among the different models of metacognition. As well as, a discussion about the following categories of analysis: types of metacognition architectural support of metacognition components, architectural cores and computational implementations.application/pdfspaUniversidad Nacional de Colombia Sede Medellínhttp://revistas.unal.edu.co/index.php/dyna/article/view/39453Universidad Nacional de Colombia Revistas electrónicas UN DynaDynaDYNA; Vol. 80, núm. 180 (2013); 50-59 Dyna; Vol. 80, núm. 180 (2013); 50-59 2346-2183 0012-7353Caro Piñeres, Manuel Fernando and Jiménez Builes, Jovani Alberto (2013) Analysis of models and metacognitive architectures in intelligent systems. DYNA; Vol. 80, núm. 180 (2013); 50-59 Dyna; Vol. 80, núm. 180 (2013); 50-59 2346-2183 0012-7353 .Analysis of models and metacognitive architectures in intelligent systemsArtículo de revistainfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/ARTArtifi cial IntelligenceMetacognitionMetamemoryMetaComprehensionSelfRegulationORIGINAL39453-175546-1-PB.pdfapplication/pdf593156https://repositorio.unal.edu.co/bitstream/unal/73150/1/39453-175546-1-PB.pdfca376629acf61eb49b516f9087fc0d07MD5139453-208707-1-PB.htmltext/html35548https://repositorio.unal.edu.co/bitstream/unal/73150/2/39453-208707-1-PB.htmla74cd0a429bde0cd0f3f3e36c145be62MD52THUMBNAIL39453-175546-1-PB.pdf.jpg39453-175546-1-PB.pdf.jpgGenerated Thumbnailimage/jpeg10241https://repositorio.unal.edu.co/bitstream/unal/73150/3/39453-175546-1-PB.pdf.jpg1a4b220af8103d609eccee4341e82a15MD53unal/73150oai:repositorio.unal.edu.co:unal/731502023-06-27 23:06:25.758Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co
dc.title.spa.fl_str_mv Analysis of models and metacognitive architectures in intelligent systems
title Analysis of models and metacognitive architectures in intelligent systems
spellingShingle Analysis of models and metacognitive architectures in intelligent systems
Artifi cial Intelligence
Metacognition
Metamemory
MetaComprehension
SelfRegulation
title_short Analysis of models and metacognitive architectures in intelligent systems
title_full Analysis of models and metacognitive architectures in intelligent systems
title_fullStr Analysis of models and metacognitive architectures in intelligent systems
title_full_unstemmed Analysis of models and metacognitive architectures in intelligent systems
title_sort Analysis of models and metacognitive architectures in intelligent systems
dc.creator.fl_str_mv Caro Piñeres, Manuel Fernando
Jiménez Builes, Jovani Alberto
dc.contributor.author.spa.fl_str_mv Caro Piñeres, Manuel Fernando
Jiménez Builes, Jovani Alberto
dc.subject.proposal.spa.fl_str_mv Artifi cial Intelligence
Metacognition
Metamemory
MetaComprehension
SelfRegulation
topic Artifi cial Intelligence
Metacognition
Metamemory
MetaComprehension
SelfRegulation
description Recently Intelligent Systems (IS) have highly increased the autonomy of their decisions, this has been achieved by improving metacognitive skills. The term metacognition in Artifi cial Intelligence (AI) refers to the capability of IS to monitor and control their own learning processes. This paper describes different models used to address the implementation of metacognition in IS. Then, we present a comparative analysis among the different models of metacognition. As well as, a discussion about the following categories of analysis: types of metacognition architectural support of metacognition components, architectural cores and computational implementations.
publishDate 2013
dc.date.issued.spa.fl_str_mv 2013
dc.date.accessioned.spa.fl_str_mv 2019-07-03T15:56:44Z
dc.date.available.spa.fl_str_mv 2019-07-03T15:56:44Z
dc.type.spa.fl_str_mv Artículo de revista
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http://bdigital.unal.edu.co/37625/
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language spa
dc.relation.spa.fl_str_mv http://revistas.unal.edu.co/index.php/dyna/article/view/39453
dc.relation.ispartof.spa.fl_str_mv Universidad Nacional de Colombia Revistas electrónicas UN Dyna
Dyna
dc.relation.ispartofseries.none.fl_str_mv DYNA; Vol. 80, núm. 180 (2013); 50-59 Dyna; Vol. 80, núm. 180 (2013); 50-59 2346-2183 0012-7353
dc.relation.references.spa.fl_str_mv Caro Piñeres, Manuel Fernando and Jiménez Builes, Jovani Alberto (2013) Analysis of models and metacognitive architectures in intelligent systems. DYNA; Vol. 80, núm. 180 (2013); 50-59 Dyna; Vol. 80, núm. 180 (2013); 50-59 2346-2183 0012-7353 .
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dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv Atribución-NoComercial 4.0 Internacional
Derechos reservados - Universidad Nacional de Colombia
http://creativecommons.org/licenses/by-nc/4.0/
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
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dc.publisher.spa.fl_str_mv Universidad Nacional de Colombia Sede Medellín
institution Universidad Nacional de Colombia
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