Preliminary approach about using nowadays knowledge engineering in artificial intelligence: a literature overview

Autores
Vegega, Cinthia; Pollo Cattaneo, María Florencia; Olivas, José A.
Año de publicación
2022
Idioma
inglés
Tipo de recurso
documento de conferencia
Estado
versión publicada
Descripción
This paper presents a first literature overview on the nowadays use of Knowledge Engineering in the framework of the development of solutions in the field of Artificial Intelligence. With the assumption that the conceptualization, formalization and modeling of data is fundamental in this type of projects, it is considered that Knowledge Engineering can actively collaborate orienting and guiding part of these activities. In this context, a doctoral research line is proposed about the use of Knowledge Engineering to perform Intelligent Data Analysis. This line of research arises from the fact that existing methodologies in the field of Artificial Intelligence and Data Mining do not incorporate complete domain and context knowledge in data analysis. The incorporation of this knowledge allows contrasting the hypotheses obtained from the data and enriches the analysis reaching better results.
Instituto de Investigación en Informática
Materia
Ciencias Informáticas
Knowledge Engineering
Intelligent Data
Artificial Intelligence
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by-nc-sa/4.0/
Repositorio
SEDICI (UNLP)
Institución
Universidad Nacional de La Plata
OAI Identificador
oai:sedici.unlp.edu.ar:10915/140650
Acceder
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network_name_str SEDICI (UNLP)
spelling Preliminary approach about using nowadays knowledge engineering in artificial intelligence: a literature overviewVegega, CinthiaPollo Cattaneo, María FlorenciaOlivas, José A.Ciencias InformáticasKnowledge EngineeringIntelligent DataArtificial IntelligenceThis paper presents a first literature overview on the nowadays use of Knowledge Engineering in the framework of the development of solutions in the field of Artificial Intelligence. With the assumption that the conceptualization, formalization and modeling of data is fundamental in this type of projects, it is considered that Knowledge Engineering can actively collaborate orienting and guiding part of these activities. In this context, a doctoral research line is proposed about the use of Knowledge Engineering to perform Intelligent Data Analysis. This line of research arises from the fact that existing methodologies in the field of Artificial Intelligence and Data Mining do not incorporate complete domain and context knowledge in data analysis. The incorporation of this knowledge allows contrasting the hypotheses obtained from the data and enriches the analysis reaching better results.Instituto de Investigación en Informática2022-07info:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionObjeto de conferenciahttp://purl.org/coar/resource_type/c_5794info:ar-repo/semantics/documentoDeConferenciaapplication/pdf37-41http://sedici.unlp.edu.ar/handle/10915/140650enginfo:eu-repo/semantics/altIdentifier/isbn/978-950-34-2126-0info:eu-repo/semantics/reference/hdl/10915/139373info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-sa/4.0/Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)reponame:SEDICI (UNLP)instname:Universidad Nacional de La Platainstacron:UNLP2025-10-22T17:16:37Zoai:sedici.unlp.edu.ar:10915/140650Institucionalhttp://sedici.unlp.edu.ar/Universidad públicaNo correspondehttp://sedici.unlp.edu.ar/oai/snrdalira@sedici.unlp.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:13292025-10-22 17:16:37.705SEDICI (UNLP) - Universidad Nacional de La Platafalse
dc.title.none.fl_str_mv Preliminary approach about using nowadays knowledge engineering in artificial intelligence: a literature overview
title Preliminary approach about using nowadays knowledge engineering in artificial intelligence: a literature overview
spellingShingle Preliminary approach about using nowadays knowledge engineering in artificial intelligence: a literature overview
Vegega, Cinthia
Ciencias Informáticas
Knowledge Engineering
Intelligent Data
Artificial Intelligence
title_short Preliminary approach about using nowadays knowledge engineering in artificial intelligence: a literature overview
title_full Preliminary approach about using nowadays knowledge engineering in artificial intelligence: a literature overview
title_fullStr Preliminary approach about using nowadays knowledge engineering in artificial intelligence: a literature overview
title_full_unstemmed Preliminary approach about using nowadays knowledge engineering in artificial intelligence: a literature overview
title_sort Preliminary approach about using nowadays knowledge engineering in artificial intelligence: a literature overview
dc.creator.none.fl_str_mv Vegega, Cinthia
Pollo Cattaneo, María Florencia
Olivas, José A.
author Vegega, Cinthia
author_facet Vegega, Cinthia
Pollo Cattaneo, María Florencia
Olivas, José A.
author_role author
author2 Pollo Cattaneo, María Florencia
Olivas, José A.
author2_role author
author
dc.subject.none.fl_str_mv Ciencias Informáticas
Knowledge Engineering
Intelligent Data
Artificial Intelligence
topic Ciencias Informáticas
Knowledge Engineering
Intelligent Data
Artificial Intelligence
dc.description.none.fl_txt_mv This paper presents a first literature overview on the nowadays use of Knowledge Engineering in the framework of the development of solutions in the field of Artificial Intelligence. With the assumption that the conceptualization, formalization and modeling of data is fundamental in this type of projects, it is considered that Knowledge Engineering can actively collaborate orienting and guiding part of these activities. In this context, a doctoral research line is proposed about the use of Knowledge Engineering to perform Intelligent Data Analysis. This line of research arises from the fact that existing methodologies in the field of Artificial Intelligence and Data Mining do not incorporate complete domain and context knowledge in data analysis. The incorporation of this knowledge allows contrasting the hypotheses obtained from the data and enriches the analysis reaching better results.
Instituto de Investigación en Informática
description This paper presents a first literature overview on the nowadays use of Knowledge Engineering in the framework of the development of solutions in the field of Artificial Intelligence. With the assumption that the conceptualization, formalization and modeling of data is fundamental in this type of projects, it is considered that Knowledge Engineering can actively collaborate orienting and guiding part of these activities. In this context, a doctoral research line is proposed about the use of Knowledge Engineering to perform Intelligent Data Analysis. This line of research arises from the fact that existing methodologies in the field of Artificial Intelligence and Data Mining do not incorporate complete domain and context knowledge in data analysis. The incorporation of this knowledge allows contrasting the hypotheses obtained from the data and enriches the analysis reaching better results.
publishDate 2022
dc.date.none.fl_str_mv 2022-07
dc.type.none.fl_str_mv info:eu-repo/semantics/conferenceObject
info:eu-repo/semantics/publishedVersion
Objeto de conferencia
http://purl.org/coar/resource_type/c_5794
info:ar-repo/semantics/documentoDeConferencia
format conferenceObject
status_str publishedVersion
dc.identifier.none.fl_str_mv http://sedici.unlp.edu.ar/handle/10915/140650
url http://sedici.unlp.edu.ar/handle/10915/140650
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/isbn/978-950-34-2126-0
info:eu-repo/semantics/reference/hdl/10915/139373
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by-nc-sa/4.0/
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-sa/4.0/
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
dc.format.none.fl_str_mv application/pdf
37-41
dc.source.none.fl_str_mv reponame:SEDICI (UNLP)
instname:Universidad Nacional de La Plata
instacron:UNLP
reponame_str SEDICI (UNLP)
collection SEDICI (UNLP)
instname_str Universidad Nacional de La Plata
instacron_str UNLP
institution UNLP
repository.name.fl_str_mv SEDICI (UNLP) - Universidad Nacional de La Plata
repository.mail.fl_str_mv alira@sedici.unlp.edu.ar
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