Repository containing activity developed during the discipline of Information Retrieval and Web Search - UFCG in the period of 2018.1 (professor: Leandro Balby). During the course we developed the following algorithms in the Python language, such algorithms very useful in the area of data science and the like. Are they:
- Inverted Index and Boolean Search
- Ranking and Vector Model
- Expansion of Queries
- PageRank
These algorithms were applied in a database of the Jornal Estadão. Whereas the dataset was provided during the course.
By Fim, a Recommendation Systems (films or news) project was developed, based on the Surprise library applied to the data set Movielens-100k, the final project is in repository.