Graph theorist Fan Chung explains both how graphs are used in computer science and their inherent mathematical interest, in this lecture. Laplacians of graphs and hypergraphs from the homological and graph-theoretic viewpoints, eigenvalues of Laplacians in relation to hypergraphs, and applications to extremal combinatorics and computational complexity are also considered. Recorded on August 10, 1991.