Analysis of scientific production based on trending research topics. An Artificial Intelligence case study

Jesús Bobadilla, Abraham Gutiérrez, Miguel Ángel Patricio, Rodolfo Xavier Bojorque

Resultado de la investigación: Contribución a una revistaArtículorevisión exhaustiva

2 Citas (Scopus)

Resumen

Scientific documentation research leads to the computation of large amounts of information from published works of the scientific community. It is necessary to explain these processes and create application frameworks. This paper provides the following: a) An Information System designed to extract scientific information from published papers, b) Accurate explanations of the main processing stages including data mining, natural language processing, and machine learning, and c) Categorized and explained results coming from the Artificial Intelligence case study. The results in this paper include the following: a) Topics and research area rankings and b) Quantity versus quality comparisons of topics and research areas.

Idioma originalInglés estadounidense
Número de artículoe228
PublicaciónRevista Espanola de Documentacion Cientifica
Volumen42
N.º1
DOI
EstadoPublicada - 1 ene 2019

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