Neurosymbolic AI for graphs: a crime scene analogy

Have you ever watched a mystery movie and noticed a critical link before the characters did? Maybe this critical link even helped you solve the mystery before the end of the story. If so, think about how you made that connection: did you notice something that "just didn't add up?" Maybe, instead, one character's behavior seemed too suspicious from the beginning. Whether you made a logical deduction or made a prediction based on behavioral patterns, you performed link prediction, a common task researchers use on computational graph structures. In our recent survey paper, we focus specifically on methods which operate on graph structures.