A research project by Yahoo! Inc. and Carnegie Mellon University to develop advanced mobile software will span five years and cost $10 million, officials said Wednesday.

Project InMind, a partnership the Tribune-Review disclosed on Tuesday, will explore ways to bring machine learning to mobile devices. It will give Carnegie Mellon students the opportunity to use Yahoo software that anticipates user needs and produce more personalized applications.