its just a guess. they look at the tools the people might of used. they look at pictures or hieroglyphics that the ancient people left behind. when many European Empires began to expand, other civilizations were less advanced. so when the conquers came to these people they took over. Scholars studied the people and wrote down as much as they could before their bosses Destroyed the civilizations.
