Content-based-Recommender-System

Abstract :

This repo implement Content-based Recommender System by using TF-IDF, Word2Vec, Doc2Vec

• Ref: https://www.kaggle.com/gspmoreira/recommender-systems-in-python-101

Dataset :

• Kaggle: Articles sharing and reading from CI&T DeskDrop

Method :

• TF-IDF based
• Word2Vec based
  • Average vectors of words in article to obtain vector for each article
  • Weighted avergae vectors of words in article by taking word's TF-IDF value as weights to obtain vector for each article
• Doc2Vec based