Given Users Recommendations Based on Reviews on Yelp

1 code implementation • 3 Dec 2021 • Shuwei Zhang, Maiqi Tang, Qingyang Zhang, Yucan Luo, Yuhui Zou

For our hybrid recommendation system, we have two major components: the first part is to embed the reviews with the Bert model and word2vec model; the second part is the implementation of an item-based collaborative filtering algorithm to compute the similarity of each review under different categories of restaurants.

Collaborative Filtering Recommendation Systems