I'm not 100% sure this is the reason but the japanese treat blood types similarly as we treat our astrological birth signs. Its looked at as an indicator of certain personality traits or compatibility as a mate.

http://en.wikipedia.org/wiki/Japanese_blood_type_theory_of_personality