CREAMINKA: An intelligent ecosystem based on ontologies and artificial intelligence to manage research processes, knowledge generation and scientific production in higher education

Juan P. Salgado-Guerrero, Jorge Galán-Mena, Daniel Pulla-Sánchez, Vladimir Robles-Bykbaev, Adrián Narváez-Pacheco

Producción científica: Capítulo del libro/informe/acta de congresoContribución de conferenciarevisión exhaustiva

1 Cita (Scopus)

Resumen

According to the latest estimates of the World Bank, up to 2013 there were 2’184.419.897 scientific and technical articles published in the world. Year in and year out, a great number of these papers is produced by several education institutions, organizations and centers that carry out several research topics and processes. However, it is imperative for universities to determine guidelines and policies that efficiently enable them to manage the information that has been produced, as well as determine the impact all of these processes have on several areas, such as scientific, social and academic. Therefore, this article presents an ecosystem based on ontologies and smart tools that dynamically analyzes scientific production in a university. Our idea is capable of connecting to main scientific data bases such as SCOPUS or Science Direct and applies standards like the International Standard Classification of Education from UNESCO and the All Science Journal from SCOPUS. In order to validate our proposal, we carried out an experimental process that allowed us to supply the ontology with 1.912 individuals of papers, authors, journals and organizations. Similarly, from the 331 articles that have been processed, we have extracted information related to lines of research, keywords, scientific events and many other fields.

Idioma originalInglés
Título de la publicación alojadaAdvances in Computing - 12th Colombian Conference, CCC 2017, Proceedings
EditoresAndres Solano, Hugo Ordonez
EditorialSpringer Verlag
Páginas115-129
Número de páginas15
ISBN (versión impresa)9783319665610
DOI
EstadoPublicada - 2017
Publicado de forma externa
Evento12th Colombian Conference on Computing, CCC 2017 - Cali, Colombia
Duración: 19 sep. 201722 sep. 2017

Serie de la publicación

NombreCommunications in Computer and Information Science
Volumen735
ISSN (versión impresa)1865-0929

Conferencia

Conferencia12th Colombian Conference on Computing, CCC 2017
País/TerritorioColombia
CiudadCali
Período19/09/1722/09/17

Nota bibliográfica

Publisher Copyright:
© Springer International Publishing AG 2017.

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