Researchers from ITMO University report that they have predicted personality features such as gender using data from an online gaming platform. This is one of the first studies of machine learning applied to a large amount of game data. The approach could improve personal game recommendation systems. It can also be used to identify gaming addiction. The results were presented at the AAAI Conference on Artificial Intelligence.