Corporate portals have become an important component in company intranets. This work focuses on the challenges that arise due to constant evolution of such portals. A concept framework is presented to cope with these challenges. As part of this framework the implementation of a recommender system is proposed and specified in detail. The applicability of the concept is demonstrated by a case study.