User-Friendly Interface for Review of Scientific Literature
Description
Contains the development of a tool that provides a
web-based graphical user interface (GUI) to perform a review of the
scientific literature under the Bayesian approach of Latent Dirichlet
Allocation (LDA)and machine learning algorithms. The application
methodology is framed by the well known procedures in topic modelling
on how to clean and process data. Contains methods described by
Blei, David M., Andrew Y. Ng, and Michael I. Jordan (2003)
Allocation"; Thomas L. Griffiths and Mark Steyvers (2004)
; Xiong Hui, et al (2019)
.