This project explores creation possibilities in dehumanizing its process. Here, a set of graphical elements is given to a computer, which is going to generate multiple collage of those elements, picking randomly their orientation and stacking order. It uses Naive Bayes Classifier when showing different versions to the user, asking him to rate them. After a learning stage, the computer is able to compute which collage should most please the user. This concept could be applicable to other mediums to create content tailored to the user by interacting with him.