Could someone help me with this Java coding/algorithmic
question?

I just need a hand with the difference between the below when it
comes to Recommender systems -
The Algorithm Analysis section - Compare 1. Compare user-based collaborative filtering with matrix factorisation. 2. Compare item-based collaborative filtering with user-based collaborative filtering.