We introduce a new spin-fermion mapping, for arbitrary spin S generating th
e SU(2) group algebra, that constitutes a natural generalization of the Jor
dan-Wigner transformation for S = 1/2. The mapping, valid for regular latti
ces in any spatial dimension d, serves to unravel hidden symmetries. We ill
ustrate the power of the transformation by finding exact solutions to latti
ce models previously unsolved by standard techniques. We also show the exis
tence of the Haldane gap in S = 1 bilinear nearest-neighbor Heisenberg spin
chains and discuss the relevance of the mapping to models of strongly corr
elated electrons. Moreover, we present a general spin-anyon mapping for the
case d less than or equal to 2.