CA-NCF

CA-NCF is a an algorithm that is a hybridization between a prefiltering context incorporation approach known as itemSplitting and a NN Collaborative Filtering method for recommendations known as Neural Collaborative Filtering NCF.

to run this example you need to do the following:

• install AnalyticsZoo BigDL
• Run with jupyter
• make a folder in the root directory once you login to jupyter then create a new folder datasets then an inner folder for the corresponding example. for example tripAdvisor and upload the corresponding dataset to it.

publications

A Pre-Filtering Approach for Incorporating Contextual Information Into Deep Learning Based Recommender Systems