To provide an information processing device capable of analyzing more various graph images, an information processing method, and a program.SOLUTION: A graph image analysis device 1 comprises: a graph image acquisition unit which acquires a graph image; a graph classification unit which classifies acquired graph images per graph type; a probability map generation unit which generates a different type of a probability map for each of the classified graph types from the graph image; a component extraction unit which extracts a component in the graph image on the basis of the generated probability map; a value extraction unit which extracts a component value of the extracted graph image; and an output unit which outputs the component value extracted by the value extraction unit.SELECTED DRAWING: Figure 1