Sunday, December 4, 2011


The Collaborative filtering follow the following steps:

Weight all users with respect to similarity with the active user.

Select a subset of the users (neighbors) to use as predictors.

Normalize the ratings and compute a prediction from a weighted combination of the selected neighbors ratings.

Present items with highest predicted ratings as recommendations.

Nikhil Pratap