In this paper, we describe the motivation behind and implementation of GIOMI: Game for Interactive OpenMind Improvement. GIOMI is designed to draw upon the internet community in order to rate assertions in the OpenMind database and thereby improve the quality of the database. To encourage user participation in this project, GIOMI contains a number of features designed to be fun and thus to encourage users to rate numerous assertions.