Within the effective mass approximation, the energy spectra of the three-electron system in two-dimensional quantum dots subjected to different confinement potential are calculated by using the method of few-body physics. The results show that the appearance of magic angular momentum arises from the quantum mechanical symmetry, the size of confinement potential and the strength of magnetic field.