This is mainly because of the large amounts of electrical energy used in the extraction process. Aluminium oxide is insoluble in water, so it must be molten to act as an electrolyte. However ...

Electrolysis is the process by which ionic substances are decomposed (broken down) into simpler substances when an electric current is passed through them.