To mark an article as a Favorite select the article and then click on the gear above the info panel and select "Add toFavorites"

Articles marked as Favorite can then be easily viewed from Favorites in the left-hand pane of the application.

Any article with a purple dot beside the article is one you have tagged as a favorite.