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    Comparing and Contrasting Smartphone and Non-Smartphone Usage


    Carolan, Emmett and McLoone, Seamus and Farrell, Ronan (2013) Comparing and Contrasting Smartphone and Non-Smartphone Usage. In: ISSC 2013, June 20-21 2013, LYIT Letterkenny.

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    Abstract

    This paper presents a large-scale network wide analysis of both user behaviour and network dynamics in a live nationwide 2G/3G network. The employed data set tracks over one million subscribers across upwards of ten thousand base stations covering the entirety of the Republic of Ireland. The data set was captured in 2011 and includes a large group of bill-pay and pre-pay smartphone subscribers. The proliferation of smartphones has been a major and recent change to networks worldwide. In light of the recent changes in network access technologies much of the earlier work in this field is now out of date. This paper compares and contrasts the traffic usage of smartphone subscribers and non-smartphone subscribers. A key aim of this work is to quantify and qualify the change brought about by smartphones. Unlike previous studies, we look to the future by treating all traffic including voice calls and SMS as an equivalent data service, as will be the case in 4G. This paper also explores the temporal and spatial properties of both bill-pay and pre-pay smartphone usage and concludes by summarising our key findings & their implications.

    Item Type: Conference or Workshop Item (Paper)
    Keywords: Call Detail Records; Smartphone Usage; Mobility; Network Analysis;
    Academic Unit: Faculty of Science and Engineering > Electronic Engineering
    Item ID: 4463
    Depositing User: Dr. Ronan Farrell
    Date Deposited: 11 Sep 2013 08:41
    Refereed: Yes
    URI:

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