Arkadiusz Paterek <arkadiusz.paterek> For updates subscribe to my: blog, twitter, facebook, g+, linkedin
Specialties: programming, machine learning, recommender systems
A. Paterek, Predicting movie ratings and recommender systems, 2012
A 195-page monograph summarizing the Netflix Prize task, and how to adapt the resulting methods to calculate personalized recommendations.
1)   A. Paterek, Improving regularized singular value decomposition for collaborative filtering, Proc. KDD Cup and Workshop 2007
      [poster] [slides] [bibtex]
    Details of my earlier 7.04% solution to the Netflix Prize.
For users:
Movie Galaxy
For R&D:
Predicting Movie Ratings and Recommender Systems
For businesses:
Black Box Recommender System

Last modified: 13.07.2012