In this paper a general retrieval model is introduced. Both the vector space retrieval model with dot product (Salton and McGill 1983) and the semantic network model with spreading activation (Fitzgerald 1995; Kulyukin 1998) are special cases of this retrieval model. The formalism is then used to show that semantic networks with spreading activation and vector spaces with dot product are equivalent under ranked retrieval.