Let a visitor choose their own featured posts?

I’ve tried to search far and wide before asking – does anyone know of a way (whether plug-in or otherwise) that you can let a user/visitor define their favorite regular blog columns (via tags, maybe?) on your site, have the site remember them for the next time they visit, and then display the most recent posts from those columns in a featured posts widget?

Thanks.