This web site, and the accompanying Twitter feed and blog, aims to raise awareness of Predatory Publishing.
If a journal is indexed (ie. included in the journal list) of DOAJ (Directory of Open Access Journals) and/or JCR (Journal Citation Reports, it is a good indicator that the journal is not predatory.