The present disclosure discloses construction method, device, computing device, and storage medium for constructing patent knowledge database. The method comprises: obtaining patent resource data; analyzing the patent resource data to obtain explicit information and implicit information, the explicit information comprises attribute information of each entity in a preset entity set, the implicit information comprises an entity relationship of technical elements; fusing the implicit information to obtain fused implicit information; and constructing the patent knowledge database according to the explicit information and the fused implicit information.