【Purpose/significance】With the advent of Web3.0 and self-media age, the number of Internet users continues tosoar, as limited rationality groups,the Internet users’ public opinion is not controllable, using the evolutionary game theorycan explore public opinion evolution mechanism and guidance mechanism fundamentally.【Method/process】So firstly, weanalyze the game relationships of Internet users(correct information disseminator and false information disseminator) whichare under the no punishment mechanism government and punishment mechanism government and build the evolutionarygame theory model using the evolutionary game theory. Then, we analyze the evolution law of different parameters Internetusers’ public opinion, and finally,by the computer simulation analysis of the hypothetical data,we obtain the related con-clusions and recommendations.【Result/conclusion】The research results indicate that the groups of Internet users’(correctinformation disseminator and false information disseminator) initial state as well as the intensity of punishment mechanismof government play a crucial role.to guide the public opinion.