(2016) analyzed how people ask questions to elicit information about the world within a Battleship game (Gureckis and Markant, 2009).
they proposed to evaluate questions based on Expected Information Gain (Oaksford and Chater, 1994), which is built on the similar principles as DISCOVERYSCORE.