Journals selection - alternative criteria to impact factor
I largely prefer to talk with people about what they think of the various journals, see who is in the editorial board, and look at what they publish to determine which journals I consider as good. IF can be very biased even at the scale of a journal (Chaos, Soliton and Fractals had a pretty decent IF...)

Other criteria include price and politics of the publisher (e.g. see the cost of knowledge pledge and the blog posts around it), quality of the publishers work (do you have to check proofs in three days with no indication of what has been changed in your paper?), dissemination (is the journal subscribed by a lot of libraries? is it open access? Is it read by many people?), editorial standards (ranges from "any editor do what she wants and takes decisions alone" to "all the editorial board must approve a paper for it to be published, and the name of the handling editor appears on the paper"). All of them may be difficult to determine, that is why talking with other people in your field about journals is important.