SharePoint audience targeting allows you to set a target for your news for instance specific users or groups.

First of all you need to enable the news web part to filter news for the current user, then you have to activate the feature in the settings of the pages library. Once you have done that, you are able to set the target audience for your news across an extra column in the pages library Audience.

Check out my video tutorial step by step: