The goal of this invited editorial is to introduce an IEEE-RITA special issue on trends in computers in education. The special issue integrates the thoroughly revised and extended versions of five outstanding papers presented at the 16th International Symposium on Computers in Education (SIIE'14), held in La Rioja in November 2014.