I saw this assertion on many sources, here's one:
http://www.japanzine.jp/article/jz/521/love-sex-blood-types
Many Japanese people believe that just as different blood types are incompatible, so are people of different blood types. Below is a list of different blood types, and the sexual or romantic characteristics associated with them. (long list follows)