In order to receive the notifications when you are being tagged by other users, assigned to a new project/task or when a change happens on a project/task that you are assigned to, you need to have Assignment and Recent changes notifications turned on.
To set up your automatic email notifications, go to Settings and open the Account tab. Select Preferences and turn on the Assignment and Recent changes notifications by selecting the option Notify me via email.