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10.1109/WOWMOM.2008.4594884guideproceedingsArticle/Chapter ViewAbstractPublication PagesConference Proceedingsacm-pubtype
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Scalable architecture for context-aware activity-detecting mobile recommendation systems

Published: 23 June 2008 Publication History

Abstract

One of the main challenges in building multi-user mobile information systems for real-world deployment lies in the development of scalable systems. Recent work on scaling infrastructure for conventional web services using distributed approaches can be applied to the mobile space, but limitations inherent to mobile devices (computational power, battery life) and their communication infrastructure (availability and quality of network connectivity) challenge system designers to carefully design and optimize their software architectures. Additionally, notions of mobility and position in space, unique to mobile systems, provide interesting directions for the segmentation and scalability of mobile information systems. In this paper we describe the implementation of a mobile recommender system for leisure activities, codenamed Magitti, which was built for commercial deployment under stringent scalability requirements. We present concrete solutions addressing these scalability challenges, with the goal of informing the design of future mobile multi-user systems.

Cited By

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  • (2016)Pull-based recommendations in mobile environmentsComputer Standards & Interfaces10.1016/j.csi.2015.08.00244:C(185-204)Online publication date: 1-Feb-2016
  • (2012)Hybrid-ε-greedy for mobile context-aware recommender systemProceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I10.1007/978-3-642-30217-6_39(468-479)Online publication date: 29-May-2012
  • (2011)CARS-ADProceedings of the 9th ACM international symposium on Mobility management and wireless access10.1145/2069131.2069146(83-92)Online publication date: 31-Oct-2011
  1. Scalable architecture for context-aware activity-detecting mobile recommendation systems

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    Published In

    cover image Guide Proceedings
    WOWMOM '08: Proceedings of the 2008 International Symposium on a World of Wireless, Mobile and Multimedia Networks
    June 2008
    828 pages
    ISBN:9781424420995

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    IEEE Computer Society

    United States

    Publication History

    Published: 23 June 2008

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    Cited By

    View all
    • (2016)Pull-based recommendations in mobile environmentsComputer Standards & Interfaces10.1016/j.csi.2015.08.00244:C(185-204)Online publication date: 1-Feb-2016
    • (2012)Hybrid-ε-greedy for mobile context-aware recommender systemProceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I10.1007/978-3-642-30217-6_39(468-479)Online publication date: 29-May-2012
    • (2011)CARS-ADProceedings of the 9th ACM international symposium on Mobility management and wireless access10.1145/2069131.2069146(83-92)Online publication date: 31-Oct-2011

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