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...
Autores: | , |
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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 |
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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 |
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repository.mail.fl_str_mv |
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1795238282039132160 |
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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).
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).