Advanced Topics in Artificial Intelligence

This project was developed to keep all algorithms which was developed for Advanced Topics in Artificial Intelligence module. The main goal was study techniques for:

• Text preprocessing.
• Text sumarization.
• Information retrieval.

What was developed in the project?

1. The Porter Stemming Algorithm
2. Text Summarizer using Term Weights
3. A Boolean Model for Information Retrieval

Requirements

• Python 2.7
• Nltk

Installing requirements:

• First you have to cretate virtual enviroment for the project. We use virtualenvwrapper for this task.

  mkvirtualenv ATAI

• Now we need ensure that the virtual enviroment is active.

  workon ATAI

• Finally we must install the project's requirements.

  pip install -r requirements.txt

How it works?

You can find usage examples in demo folder.