The paper discusses a generation mechanism for preferred name of concept in multi-vocabulary integration, and takes the University Medical Language System (UMLS) metathesaurus as an example to introduce this mechanism in detail, and proposes a testing method to verify and validate the correctness of this mechanism. Finally, it analyses and evaluats the application effect.