Fill Me Up is a free Windows Phone application developed at Microsoft Research that does local searches based on a prediction of where you’re going. The application supports targeted, local searches for conveniently located coffee shops, fast food, ATMs, gas stations, and electric vehicle charging stations. It uses an innovative, cloud-based location prediction service that predicts your destination as you drive. The service uses your recent locations, but does not store them.
- Shahriyar Amini, A.J. Bernheim Brush, John Krumm, Jaime Teevan, and Amy Karlson, Trajectory-Aware Mobile Search, in CHI 2012, ACM, May 2012.
- Jaime Teevan, Amy Karlson, Shahriyar Amini, A.J. Bernheim Brush, and John Krumm, Understanding the Importance of Location, Time, and People in Mobile Local Search Behavior, in Mobile HCI 2011, ACM, September 2011.
- John Krumm and Eric Horvitz, Predestination: Inferring Destinations from Partial Trajectories, in Eighth International Conference on Ubiquitous Computing (UbiComp 2006), Springer, September 2006.
- John Krumm, Real Time Destination Prediction Based on Efficient Routes, in Society of Automotive Engineers (SAE) 2006 World Congress, Society of Automotive Engineers (SAE), April 2006.