Let (A, D(A)) denote the infinitesimal generator of some strongly continuou
s sub-Markovian contraction semigroup on L-p(m), p greater than or equal to
1 and m not necessarily sigma -finite. We show under mild regularity condi
tions that A is a Dirichlet operator in all spaces L-q(m), q greater than o
r equal to p. It turns out that, in the limit q --> infinity, A satisfies t
he positive maximum principle. If the test functions C-c(infinity) D(A), th
en the positive maximum principle implies that A is a pseudo-differential o
perator associated with a negative definite symbol, i.e., a Levy-type opera
tor. Conversely, we provide sufficient criteria for an operator (A, D(A)) o
n LP(m) satisfying the positive maximum principle to be a Dirichlet operato
r. If, in particular, A on L-2(m) is a symmetric integro-differential opera
tor associated with a negative definite symbol, then A extends to a generat
or of a regular (symmetric) Dirichlet form on L-2(m) with explicitly given
Beurling-Deny formula.