A Music Recommender System by Using Basis Functions and Inter Correlations
Many Recommender Systems are based on Matrix Factorization.
There is a technique called Convolutional Matrix Factorization which is might what your teacher implied.

You may have a look here Tutorial - Large Scale Matrix Factorization (IEEE Big Data 2016 Tutorials) for Convolutional Matrix Factorization.