Other users logged in error

I just installed 14.04 and when I go restart or shutdown I get the message Other users are logged in. 3 users are list, but they all have my name followed by "(console)". Does this mean there are other console instances open (if so I don't see them or know how to access them)?

Here is a screenshot of the dialog:


Thanks.