The traditional web-based instruction has a clear deficiency in individual assessment and tacit knowledge in construction. This paper presents a novel knowledge model based on concept map that supports individual knowledge assessment, knowledge storage and tacit knowledge in construction in the cloud computing environment, and gives an assessment model and the system architecture of the knowledge model on the cloud computing platform. At last, based on the cloud computing platform, Google App Engine is used to verify the knowledge model feasible and reasonable.