  We show the equivalence between two notions of log moduli stacks which appear
in literatures. In particular, we generalize M.Olsson's theorem of
representation of log algebraic stacks and answer a question posted by him
(\cite{Ol4} 3.5.3). As an application, we obtain several fundamental results of
algebraic log stacks which resemble to those in algebraic stacks.
