In this paper I propose a context-aware collaborative filtering system that can predict a user's preference in different context situations based on past user-experiences. The system uses what other like-minded users have done in similar context to predict a user's preference towards an item in the current context. Author Keywords Context-aware; collaborative filtering; recommendation system; ubiquitous computing ACM Classification Keywords H5.3. Group and Organization Interfaces: Collaborative computing.