There is a growing research effort being invested in producing tools for multimedia content analysis and annotation as well as the infrastructure for Web-based access to the generated semantic data. With the Semantic Web as a Web-based infrastructure for the representation and distribution of domain knowledge, we will need new systems that can combine both domain knowledge and media semantics to provide intelligent multimedia-based services. This paper presents a framework for such systems, titled SWeMPS (Semantic Web-enabled Multimedia Presentation Service).