CHIC: A Combination-based Recommendation System Manasi Vartak CSAIL, Massachusetts Institute of Technology mvartak@mit.edu Samuel Madden CSAIL, Massachusetts Institute of Technology madden@csail.mit.edu ABSTRACT Current recommender systems are focused largely on recommend- ing items based on similarity. For instance, Netflix can recom- mend movies similar to previously viewed movies, and Amazon ca