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Towards Ubiquitous Computing with Call Prediction

Phithakkitnukoon, Santi and Dantu, Ram (2011). Towards Ubiquitous Computing with Call Prediction. ACM SIGMOBILE Mobile Computing and Communications Review, 15(1) pp. 52–64.

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DOI (Digital Object Identifier) Link: http://dx.doi.org/10.1145/1978622.1978628
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Abstract

With the long-awaited era of the pervasive computing approaches, the handheld devices such as personal mobile phones begin to evolve into ubiquitous computing devices. At this early stage of the evolution, we propose a model of a call predictor based on the naıve Bayesian classifier. As an incoming call predictor, our model makes use of the user’s call history to generate a list of numbers/contacts that are the most likely to be the callers within the next hour. On the other hand, when the user wants to make an outgoing call (e.g., user flips open the phone or unlocks the phone, etc.), the outgoing call predictor generates a list of number/contacts to be called. Our model has been evaluated with the real-life call logs and it shows a promising result in accuracy.

Item Type: Journal Article
Copyright Holders: 2011 ACM
Project Funding Details:
Funded Project NameProject IDFunding Body
Not SetNot SetNSF
Academic Unit/Department: Mathematics, Computing and Technology
Item ID: 35024
Depositing User: Santi Phithakkitnukoon
Date Deposited: 30 Oct 2012 11:34
Last Modified: 30 Oct 2012 19:23
URI: http://oro.open.ac.uk/id/eprint/35024
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