Leon He¹ and Ang Li², ¹USA, ²California State University, USA

Sleep is a crucial part of a person’s daily routine [1]. However, oversleeping is often a hindrance to many people’s daily life. This paper develops an application to prevent people from oversleeping or falling back to sleep after snoozing the alarm. We applied our application to fellow students and conducted a qualitative evaluation of the approach. The results show that the application improves the chances of waking up to a significant degree.

Machine Learning, Recommendation System, Data Mining.