Mereology is the study of parts and the wholes they form, focusing on the relationships and principles governing the part-whole hierarchy. It contrasts with set theory by emphasizing the part-whole relationship rather than membership, providing a framework for analyzing complex structures in various fields, including philosophy, linguistics, and computer science.