The goal of the CHIP project is to demonstrate how novel Semantic Web technologies can be deployed to enrich the Rijksmuseum vocabularies and providing semantic browsing, searching and semantic recommendations; and how personalization and user modeling techniques can be explored to enhance users’ experiences both on the museum Web site and in the physical museum space.