How to Build Recommender Systems with Customer Review Data

Text Analytics is a complex and challenging task due to the fact that it has a variety of data.  In a previous blog post, we looked at how recommender systems were used by Amazon to improve sales of one book. 

This Azure Machine Learning Experiment shows to build Recommender systems for customer Review Data. 

References for Datasets

https://jmcauley.ucsd.edu/data/amazon/

Ups and downs: Modeling the visual evolution of fashion trends with one-class collaborative filtering R. He, J. McAuley WWW, 2016 pdf

Image-based recommendations on styles and substitutes J. McAuley, C. Targett, J. Shi, A. van den Hengel SIGIR, 2015 pdf