The term "Second World" usually refers to the Communist Countries and isn't used much any more.
No, Second World usually referred to semi-industrialized countries with a small but growing middle-class. Good examples are Argentina, Mexico, Costa Rica, FYR, and the nicer sections of Big China (such as Hong Kong, Singapore, Canton).