Link: Who can I declare as a “dependent” on my 2010 taxes?

The place to figure this out is the IRS Publication 17, Chapter 3.

In brief, for someone to be a dependent, they need to either be a qualifying child or a qualifying relative.  These two categories have different specific requirements.  Read all about it here.