Jeffrey Beall from the University of Denver has just published Criteria for Determining Predatory Open-Access Publishers (2nd edition). If you are thinking of submitting to an open access journal for the first time (or any journal for that matter),  a few minutes reading through Beall's criteria and lists will be time very well spent.