A Sequential Recommendation System

This is a Beta version system. We are currently working on imrpoving model abilities and data flows.

We are constructing a hybrid recommender system with collaborative filters and content-based filtering. The model will use features of locations, the interaction of location and user, and the temporal evolution of the interaction to predict a user's rating of a business.

System Flow of RSDB

This is the main flow of our pipeline:

Reference Sources

1. Dataset:
   • General Information
   • Full Dataset
2. Models:
   • General models from textbook
   • Translational Model
   • Advance LSTM Model