01158nas a2200169 4500008004100000020002200041245004200063210004100105260002800146300001400174520068400188100001700872700001500889700001800904700001500922856005100937 2012 eng d a978-1-4471-2969-100aSmart Phone: Predicting the Next Call0 aSmart Phone Predicting the Next Call aLondonbSpringer London a317–3253 a
Prediction of incoming calls can be useful in many applications such as social networks, (personal, business) calendar and avoiding voice spam. Predicting incoming calls using just the context is a challenging task. We believe that this is a new area of research in context-aware ambient intelligence. In this paper, we propose a call prediction scheme and investigate prediction based on callers’ behavior and history. We present Holt-Winters method to predict calls from frequent and periodic callers. The Holt-Winters method shows high accuracy. Prediction and efficient scheduling of calls can improve the security, productivity and ultimately the quality of life.
1 aZhang, Huiqi1 aDantu, Ram1 aCao, Longbing1 aYu, Philip uhttp://dx.doi.org/10.1007/978-1-4471-2969-1_20