A new framework for recommendation of multimedia objects based on individual ontologies is presented in the paper. The recommendation
process takes into account similarities calculated both between objects’ and users’ ontologies that respect the social and
semantic features existing in the system. The system was developed for the use inthe Flickr multimedia sharing system.