Text Mining with Naive Bayes algorithm

This repository contains a project of text mining with basically 3 steps:

• Pre-process a text corpus (PreProcessing file)
• Creation of a Bag-of-Words (Analysis file)
• Classification using Naive Bayes algorithm (NaiveBayesTextMining file)

The text corpus is composed by scienfic articles related with 3 different topics:

• CBR: Case-Based Reasoning
• ILP: Indutive Logical Programming
• IR: Information Retrival

Execution

To execute this project you have to open the ".ipynb" files with "Jupyter-Notebook"

I strongly recommend that you install jupyter-notebook with the package "Anaconda", following the steps provided by the link below: https://jupyter.readthedocs.io/en/latest/install.html

Authors

• Eduardo Garcia Misiuk: github.com/eduardogmisiuk
• Mauricio Caetano da Silva: github.com/mauricioCS