Orientalism is a concept developed by Edward Said to describe the West's depiction of the "Orient" as exotic, backward, or uncivilized. It's significant in Discourse Analysis for understanding how these depictions create stereotypes and power imbalances, perpetuating colonial attitudes in modern discourses.