Matlas information completion method and system based on norm-giving linear space topological structure

The invention belongs to the technical field of natural language processing, and discloses an atlas information completion method and system based on a norm-giving linear space topological structure, and the method comprises the steps: carrying out the abstract modeling of the atlas information completion, abstracting a constructed model into a norm-giving linear space, and obtaining a norm-giving linear space; the topological structures serve as hyper-parameters of the model, the topological structures are adjusted according to data characteristics and requirements, targeted optimization is conducted on data under different topological structures, and information of the knowledge graph is complemented. According to the method, the problem that topological structure parameters are not necessarily considered in a knowledge graph field information completion method is solved, the graph information completion problem is restored to a theoretical level, and a novel method for taking a topological structure as a h