A bipartite graph is a type of graph where the set of vertices can be divided into two disjoint and independent sets such that every edge connects a vertex in one set to a vertex in the other. This structure is commonly used in modeling relationships in systems where two distinct classes of objects interact, such as in matchmaking or resource allocation problems.