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The following papers have been awarded at UMAP 2013, the 21th conference on User Modeling, Adaptation and Personalization (Rome, Italy, 10-14 June 2013):

Samad Kardan and Cristina Conati
Comparing and Combining Eye Gaze and Interface Actions for Determining User Learning with an Interactive Simulation (Springer Best Paper Award)

Jennifer Sabourin, Bradford Mott and James Lester
Utilizing Dynamic Bayes Nets to Improve Early Prediction Models of Self-Regulated Learning (James Chen Best Student Paper Award)