Finding specific, valid, complete, and up-to-date information on the Web is a critical problem experienced daily by all users, regardless of their expertise. Many Web usage scenarios require access not only to good quality information but also to updates and new data when they become available. This paper presents an approach to support continuous Web information discovery by applying a powerful declarative semantic resource description for building domain-specific RSS mashups in the context of a distributed query-based RSS aggregation system.