Enhancing matrix factorization through initialization for implicit feedback databases

The implicit feedback based recommendation problem---when only the user history is available but there are no ratings---is a much harder task than the explicit feedback based recommendation problem, due to the inherent uncertainty of the interpretation of such user feedbacks. Still, this practically... View More