[Purpose/significance] Knowledge fusion can adjust some contradictions between government website information resources which simply list information and the user's need for systematic knowledge. In order to provide a systematic knowledge map for users,this paper reveals government website information resources' internal implicit relationship of knowledge network generation,fine-grained concepts merge,and knowledge integration and association from multi-dimensional knowledge fusion perspectives of attribute level,concept level and decision level. [Method/process] Firstly,the connotation of government website information resources is described,and a conceptual model of knowledge fusion is proposed. Then,the structure of knowledge fusion about government website information resources with multi-dimensional meanings is constructed. Three key elements of knowledge fusion,namely,preprocessing objects,fusion process and fusion results are relied on domain ontology knowledge base,rules and algorithms of multi-dimensional semantics fusion,solution knowledge space service model and other corresponding strategies in order to enhance the feasibility of the structure. [Result/conclusion] The conceptual model,architectural structure and solution knowledge space service model of knowledge fusion of information resources with multi-dimensional meanings on government website can provide references for following-up researches. [Limitations] The actual operating effect of the model designed in this paper needs further empirical studies.