Smart Phone: Predicting the Next Call

TitleSmart Phone: Predicting the Next Call
Publication TypeBook Chapter
Year of Publication2012
AuthorsZhang, H, Dantu, R
EditorCao, L, Yu, P
Book TitleBehavior Computing: Modeling, Analysis, Mining and Decision
Pagination317–325
PublisherSpringer London
CityLondon
ISBN Number978-1-4471-2969-1
Abstract

<p>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.</p>

URLhttp://dx.doi.org/10.1007/978-1-4471-2969-1_20
DOI10.1007/978-1-4471-2969-1_20

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