kev94yo / word2vec-recsys

Recommendation System based on Word2Vec

This personal project was part of a research on recommendation systems that use Natural Language Processing (NLP) methods. This was basically a follow through of this article on medium, organized into jupyter notebook.

Motivation

1. Apply NLP methods to recommendation systems
2. Use Word2Vec to learn vector representations for items

• Apply distributional hypothesis of words/sentences to items/purchase sequences.
• Based on result, recommend similar items

Run

Run Word2VecRS.ipynb for full pipeline.