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In this paper I survey the sources of inspiration for my own and co-authored work in trying to develop a general theory of graph polynomials. I concentrate on meta-theorems, i.e., theorem which depend only on the form infinite classes of graph polynomials are defined in some formalism, and not on the actual meaning of the particular definitions.
Johann A. Makowsky (Sat,) studied this question.