Title | Smart Phone: Predicting the Next Call |
Publication Type | Book Chapter |
Year of Publication | 2012 |
Authors | Zhang, H, Dantu, R |
Editor | Cao, L, Yu, P |
Book Title | Behavior Computing: Modeling, Analysis, Mining and Decision |
Pagination | 317-325 |
Publisher | Springer London |
City | London |
ISBN Number | 978-1-4471-2969-1 |
Abstract |
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. |
URL | http://dx.doi.org/10.1007/978-1-4471-2969-1_20 |
DOI | 10.1007/978-1-4471-2969-1_20 |