A semantic active service model is proposed for the wireless sensor network in intelligent buildings, considering the characteristics of wireless sensor networks such as multi-nodes and intelligent. This paper discusses some key technologies for achieving the model and describes the service with OWL-S semantic ontology description language. It also proposed a timeliness and high self-adaptable method of service matching and composition for the user-oriented active services under the wireless sensor networks.