My suggestion would be to take an aptitude test, not to have that decide your major, but generate some other potential majors that you may not have considered. I would also look into the courses required for the major. For example, I considered a civil engineering major, but that would require an immense amount of physics and upper level math courses such as differential equations, so I decided not to do that.