Proximity can capture similarity or dissimilarity/distance. Although “similarity” seems a simple idea, it admits a number of interpretations. For example, what is the opposite of similar? When we talk about spaces, does dissimilarity mean that two things are far apart? Rather than considering dissimilarity to be a negative quantity, it is more conventional to think of it as the inverse of similarity: