As a communication link between information and users,UI design cannot be separated from systematic scientific dataset collection and construction work in the early stage,so as to meet the users'diversified needs and social demands.This paper focuses on the connection between dataset collection and UI information design,based on the real context,emotional experience and pluralism,explores the sustainable development of UI visual design under the background of dataset collection with the help of design cases,with a view to providing support for the research on the application of UI graphic symbols design under the background of dataset collection.