Who makes the nominations for Oscar?

Who selects the movies, actors, actresses and what not that become the nominees which in turn are voted upon by members of the academy to pick academy award winners?

The members of the academy make the nominations themselves.

From http://www.oscars.org/academyawards/voting01.html: