Transport properties through a quantum dot are examined based on exact
diagonal calculations of many-body states, when the Coulomb interacti
on energy is comparable with one-ell,ctron level spacings. The peak po
sitions of Coulomb oscillation show an atomic-like shell structure of
one-electron levels, in agreement with recent experimental results. So
me peaks of tile conductance increase in height with increasing temper
ature. This anomalous temperature dependence reflects a level spacing
as small as 1K and total spin of the ground state. The transport prope
rties through coupled two dots are also investigated. We show that the
correlation effect influences the peak heights of the conductance. Th
ese phenomena exemplify the observation of many-body wavefunctions in
quantum dots. by the Coulomb oscillation.