The feature-space of multimedia resources was defined.A hiberarchy index model was proposed to reduce the semantic gap by mapping the semantic concept from the domain knowledge ontology to the low-level features.The description of the resources was extended and the recall was improved.Both the annotation of the resources and the query requirement were standardized by the subject ontology.The precision was improved too.