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PersonisJ: Mobile, Client-Side User Modelling

机译：PersonisJ：移动客户端用户建模

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摘要

The increasing trend towards powerful mobile phones opens many possibilities for valuable personalised services to be available on the phone. Client-side personalisation for these services has important benefits when connectivity to the cloud is restricted or unavailable. The user may also find it desirable when they prefer that their user model be kept only on their phone and under their own control, rather than under the control of the cloud-based service provider. This paper describes PersonisJ, a user modelling framework that can support client-side personalisation on the Android phone platform. We discuss the particular challenges in creating a user modelling framework for this platform. We have evaluated PersonisJ at two levels: we have created a demonstrator application that delivers a personalised museum tour based on client-side personalisation; we also report on evaluations of its scalability. Contributions of this paper are the description of the architecture, the implementation, and the evaluation of a user modelling framework for client-side personalisation on mobile phones.
机译：功能强大的手机的日益增长的趋势为在电话上提供有价值的个性化服务打开了许多可能性。当与云的连接受到限制或不可用时，这些服务的客户端个性化将具有重要的好处。当用户希望仅在其手机上并在自己的控制下而不是在基于云的服务提供商的控制下保留他们的用户模型时，用户也可能会希望这样做。本文介绍了PersonisJ，这是一个用户建模框架，可以在Android手机平台上支持客户端个性化。我们讨论了为该平台创建用户建模框架时遇到的特殊挑战。我们已经从两个方面对PersonisJ进行了评估：我们创建了一个演示器应用程序，该应用程序基于客户端的个性化提供个性化的博物馆参观；我们还会报告对其可扩展性的评估。本文的贡献是对用于手机上客户端个性化的用户建模框架的体系结构，实现和评估。

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  • 来源
  • 会议地点 Big Island HI(US);Big Island HI(US)
  • 作者

    Simon Gerber; Michael Pry; Judy Kay; Bob Kummerfeld; Glen Pink; Rainer Wasinger;

  • 作者单位

    School of Information Technologies, University of Sydney, Sydney, NSW 2006, Australia;

    School of Information Technologies, University of Sydney, Sydney, NSW 2006, Australia;

    School of Information Technologies, University of Sydney, Sydney, NSW 2006, Australia;

    School of Information Technologies, University of Sydney, Sydney, NSW 2006, Australia;

    School of Information Technologies, University of Sydney, Sydney, NSW 2006, Australia;

    School of Information Technologies, University of Sydney, Sydney, NSW 2006, Australia;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 计算技术、计算机技术;
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