Modeling of topics applied to the analysis of the paper of automatic learning in systemic revisions

The objective of the research was to analyze the role of machine data learning in systematic literature reviews. The Natural Language Processing technique called topic modeling was applied to a set of titles and abstracts collected from the Scopus database. Specifically, the Latent Dirichlet Assignm...

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Autores:

Tipo de recurso:

http://purl.org/coar/resource_type/c_6718

Fecha de publicación:

2022

Institución:

Universidad Pedagógica y Tecnológica de Colombia

Repositorio:

RiUPTC: Repositorio Institucional UPTC

Idioma:

spa

OAI Identifier:

oai:repositorio.uptc.edu.co:001/10398

Acceso en línea:

https://revistas.uptc.edu.co/index.php/investigacion_duitama/article/view/15271
https://repositorio.uptc.edu.co/handle/001/10398

Palabra clave:

topic modeling;
machine learning;
systematic reviews;
Latent Dirichlet Allocation
modelado de tópicos;
aprendizaje automático;
revisiones sistemáticas;
Asignación Latente de Dirichlet

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Derechos de autor 2022 Revista de Investigación, Desarrollo e Innovación