BIROn - Birkbeck Institutional Research Online

    Presence analytics: discovering meaningful patterns about human presence using WLAN digital imprints

    Eldaw, Muawya Habib Sarnoub and Levene, Mark and Roussos, George (2016) Presence analytics: discovering meaningful patterns about human presence using WLAN digital imprints. In: Boubiche, D.E. and Hadj, F.H. and Guezouli, L. and Bounceur, A. (eds.) Proceedings of the International Conference on Internet of things and Cloud Computing - ICC '16. New York, U.S.: Association for Computing Machinery. ISBN 9781450340632.

    [img]
    Preview
    Text
    ICC16_PresenceAnalyticsPaper.pdf - Author's Accepted Manuscript
    Available under License Creative Commons Attribution Non-commercial.

    Download (1MB) | Preview

    Abstract

    In this paper we illustrates how aggregated WLAN activity traces provide anonymous information that reveals invaluable insight into human presence within a university campus. We show how technologies supporting pervasive services, such as WLAN, which have the potential to generate vast amounts of detailed information, provide an invaluable opportunity to understand the presence and movement of people within such an environment. We demonstrate how these aggregated mobile network traces offer the opportunity for human presence analytics in several dimensions: social, spatial, temporal and semantic dimensions. These analytics have real potential to support human mobility studies such as the optimisation of space use strategies. The analytics presented in this paper are based on recent WLAN traces collected at Birkbeck College of University of London, one of the participants in the Eduroam network.

    Metadata

    Item Type: Book Section
    Additional Information: © ACM, 2016. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published at the link above.
    Keyword(s) / Subject(s): Human Mobility, WLAN Traces, Wireless Network, Eduroam, Presence Analytics
    School: Birkbeck Schools and Departments > School of Business, Economics & Informatics > Computer Science and Information Systems
    Research Centre: Birkbeck Knowledge Lab
    Depositing User: Muawya Eldaw
    Date Deposited: 25 May 2016 10:25
    Last Modified: 02 Dec 2016 13:23
    URI: http://eprints.bbk.ac.uk/id/eprint/15259

    Statistics

    Downloads
    Activity Overview
    101Downloads
    156Hits

    Additional statistics are available via IRStats2.

    Archive Staff Only (login required)

    Edit/View Item Edit/View Item