Efficient investigation of models is important for promoting work efficiency in applications. As a result, view selection techniques play an important role, and have made substantial progresses in recent years. In this paper, we systematically survey the techniques for view selection, emphasizing on introduction of view evaluation techniques and their development states, and discussing the progress of view sampling strategies and the application of view selection in some areas. At last, the trends of view selection techniques and future applications were discussed.