An incidence matrix is a mathematical representation of a graph, where rows correspond to vertices and columns correspond to edges, with entries indicating whether a vertex is incident to an edge. It is particularly useful in graph theory for analyzing the structure and properties of graphs, such as connectivity and cycles.