Design of a Book and Thesis Recommendation System based on Ontologies associated with Thesaurus: The Case of the Libraries of the UNMSM

Descripción del Articulo

The increase in the number of books, texts, theses and others makes traditional search systems of literature on a particular subject are complex and slow, not always obtaining good results. Even worse if it is about recommending a particular book, based on knowledge of the quality of its content. Th...

Descripción completa

Detalles Bibliográficos
Autores: Huamán Acuña, Denis G., Cánepa Pérez, Carlos A.
Formato: artículo
Fecha de Publicación:2018
Institución:Universidad Nacional Mayor de San Marcos
Repositorio:Revistas - Universidad Nacional Mayor de San Marcos
Lenguaje:español
OAI Identifier:oai:ojs.csi.unmsm:article/15379
Enlace del recurso:https://revistasinvestigacion.unmsm.edu.pe/index.php/rpcsis/article/view/15379
Nivel de acceso:acceso abierto
Materia:Recommendation Systems
library
ontology
thesaurus
Sistemas de Recomendación
biblioteca
ontología
tesauro
id REVUNMSM_0a64f3de0b611602310465c9eabe3584
oai_identifier_str oai:ojs.csi.unmsm:article/15379
network_acronym_str REVUNMSM
network_name_str Revistas - Universidad Nacional Mayor de San Marcos
repository_id_str
spelling Design of a Book and Thesis Recommendation System based on Ontologies associated with Thesaurus: The Case of the Libraries of the UNMSMDiseño de un sistema de recomendación de libros y tesis basado en ontologías asociadas a tesauros: el caso de las bibliotecas de la UNMSMHuamán Acuña, Denis G.Cánepa Pérez, Carlos A.Recommendation SystemslibraryontologythesaurusSistemas de RecomendaciónbibliotecaontologíatesauroThe increase in the number of books, texts, theses and others makes traditional search systems of literature on a particular subject are complex and slow, not always obtaining good results. Even worse if it is about recommending a particular book, based on knowledge of the quality of its content. This is the very particular case of the libraries of the UNMSM, since there is no automated help for the recommendation of books and physical theses.Therefore, it is proposed to design and implement a book and thesis recommendation system for UNMSM libraries through the recommendation technique based on Ontologies associated with Thesauri. An ontological model was designed for the recommendation of books and a model of recommendation for the theses because the objective of the recommendation of both literatures is different, while the book recommendation seeks to increase the knowledge of the users, the thesis recommendation helps to select a research topic or find a bibliographic reference adjusted to the topic of user research.El incremento en el número de libros, textos, tesis y otros hace que los sistemas tradicionales de búsqueda de literatura sobre algún tema en particular sean complejos y lentos, no siempre obteniendo buenos resultados. Peor aún si se trata de recomendar algún libro en particular, basado en el conocimiento de la calidad de su contenido. Este es el caso muy particular de las bibliotecas de la UNMSM, ya que no se cuenta con una ayuda automatizada para la recomendación de libros y tesis físicas.Por ello se propone diseñar e implementar un sistema de recomendación de libros y tesis para las bibliotecas de la UNMSM mediante la técnica de recomendación basada en Ontologías asociada a Tesauros. Se diseñó un modelo ontológico para la recomendación de libros y un modelo de recomendación para las tesis porque el objetivo de la recomendación de ambas literaturas es diferente, mientras la recomendación de libros busca incrementar el conocimiento de los usuarios, la recomendación de tesis ayuda a seleccionar un tema de investigación o encontrar una referencia bibliográfica ajustada al tema de investigación del usuario.Universidad Nacional Mayor de San Marcos, Facultad de Ingeniería de Sistemas e Informática2018-10-31info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://revistasinvestigacion.unmsm.edu.pe/index.php/rpcsis/article/view/1537910.15381/rpcs.v1i2.15379Revista Peruana de Computación y Sistemas; Vol. 1 No. 2 (2018); 13-24Revista peruana de computación y sistemas; Vol. 1 Núm. 2 (2018); 13-242617-2003reponame:Revistas - Universidad Nacional Mayor de San Marcosinstname:Universidad Nacional Mayor de San Marcosinstacron:UNMSMspahttps://revistasinvestigacion.unmsm.edu.pe/index.php/rpcsis/article/view/15379/13262Derechos de autor 2018 Denis G. Huamán Acuña, Carlos A. Cánepa Pérezhttps://creativecommons.org/licenses/by-nc-sa/4.0info:eu-repo/semantics/openAccessoai:ojs.csi.unmsm:article/153792018-10-31T13:43:33Z
dc.title.none.fl_str_mv Design of a Book and Thesis Recommendation System based on Ontologies associated with Thesaurus: The Case of the Libraries of the UNMSM
Diseño de un sistema de recomendación de libros y tesis basado en ontologías asociadas a tesauros: el caso de las bibliotecas de la UNMSM
title Design of a Book and Thesis Recommendation System based on Ontologies associated with Thesaurus: The Case of the Libraries of the UNMSM
spellingShingle Design of a Book and Thesis Recommendation System based on Ontologies associated with Thesaurus: The Case of the Libraries of the UNMSM
Huamán Acuña, Denis G.
Recommendation Systems
library
ontology
thesaurus
Sistemas de Recomendación
biblioteca
ontología
tesauro
title_short Design of a Book and Thesis Recommendation System based on Ontologies associated with Thesaurus: The Case of the Libraries of the UNMSM
title_full Design of a Book and Thesis Recommendation System based on Ontologies associated with Thesaurus: The Case of the Libraries of the UNMSM
title_fullStr Design of a Book and Thesis Recommendation System based on Ontologies associated with Thesaurus: The Case of the Libraries of the UNMSM
title_full_unstemmed Design of a Book and Thesis Recommendation System based on Ontologies associated with Thesaurus: The Case of the Libraries of the UNMSM
title_sort Design of a Book and Thesis Recommendation System based on Ontologies associated with Thesaurus: The Case of the Libraries of the UNMSM
dc.creator.none.fl_str_mv Huamán Acuña, Denis G.
Cánepa Pérez, Carlos A.
author Huamán Acuña, Denis G.
author_facet Huamán Acuña, Denis G.
Cánepa Pérez, Carlos A.
author_role author
author2 Cánepa Pérez, Carlos A.
author2_role author
dc.subject.none.fl_str_mv Recommendation Systems
library
ontology
thesaurus
Sistemas de Recomendación
biblioteca
ontología
tesauro
topic Recommendation Systems
library
ontology
thesaurus
Sistemas de Recomendación
biblioteca
ontología
tesauro
description The increase in the number of books, texts, theses and others makes traditional search systems of literature on a particular subject are complex and slow, not always obtaining good results. Even worse if it is about recommending a particular book, based on knowledge of the quality of its content. This is the very particular case of the libraries of the UNMSM, since there is no automated help for the recommendation of books and physical theses.Therefore, it is proposed to design and implement a book and thesis recommendation system for UNMSM libraries through the recommendation technique based on Ontologies associated with Thesauri. An ontological model was designed for the recommendation of books and a model of recommendation for the theses because the objective of the recommendation of both literatures is different, while the book recommendation seeks to increase the knowledge of the users, the thesis recommendation helps to select a research topic or find a bibliographic reference adjusted to the topic of user research.
publishDate 2018
dc.date.none.fl_str_mv 2018-10-31
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://revistasinvestigacion.unmsm.edu.pe/index.php/rpcsis/article/view/15379
10.15381/rpcs.v1i2.15379
url https://revistasinvestigacion.unmsm.edu.pe/index.php/rpcsis/article/view/15379
identifier_str_mv 10.15381/rpcs.v1i2.15379
dc.language.none.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv https://revistasinvestigacion.unmsm.edu.pe/index.php/rpcsis/article/view/15379/13262
dc.rights.none.fl_str_mv Derechos de autor 2018 Denis G. Huamán Acuña, Carlos A. Cánepa Pérez
https://creativecommons.org/licenses/by-nc-sa/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Derechos de autor 2018 Denis G. Huamán Acuña, Carlos A. Cánepa Pérez
https://creativecommons.org/licenses/by-nc-sa/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidad Nacional Mayor de San Marcos, Facultad de Ingeniería de Sistemas e Informática
publisher.none.fl_str_mv Universidad Nacional Mayor de San Marcos, Facultad de Ingeniería de Sistemas e Informática
dc.source.none.fl_str_mv Revista Peruana de Computación y Sistemas; Vol. 1 No. 2 (2018); 13-24
Revista peruana de computación y sistemas; Vol. 1 Núm. 2 (2018); 13-24
2617-2003
reponame:Revistas - Universidad Nacional Mayor de San Marcos
instname:Universidad Nacional Mayor de San Marcos
instacron:UNMSM
instname_str Universidad Nacional Mayor de San Marcos
instacron_str UNMSM
institution UNMSM
reponame_str Revistas - Universidad Nacional Mayor de San Marcos
collection Revistas - Universidad Nacional Mayor de San Marcos
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1795238282039132160
score 13.982926
Nota importante:
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).