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Recommendation of location-based services based on composite measures of trust degree

机译:基于信任度综合度量的基于位置的服务建议

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摘要

As more and more users use the mobile terminals of high computing power, the location-based services (LBS) recommendations for mobile users have become an important and interesting topic. Mobile users are eager to get their interested and reliable services quickly. A considerable number of research works have been dedicated to service recommendation based on users' preferences and locations. In this paper, we study the credibility of recommended services, and propose a set of composite measures on how to provide more reliable services. We further propose the trustworthy Skyline of LBS recommendation in terms of the trust degree based on the newly introduced composite measures to achieve more credibility to provide recommendation services. Experimental results show that our method can recommend desired and trusted services to users.
机译:随着越来越多的用户使用具有高计算能力的移动终端,针对移动用户的基于位置的服务(LBS)建议已成为一个重要而有趣的话题。移动用户渴望快速获得其感兴趣和可靠的服务。基于用户的喜好和位置,大量的研究工作致力于服务推荐。在本文中,我们研究了推荐服务的信誉,并针对如何提供更可靠的服务提出了一套综合措施。我们根据新近推出的综合措施,在信任度方面进一步提出了值得信赖的LBS推荐天际线,以提高提供推荐服务的可信度。实验结果表明,我们的方法可以向用户推荐所需的可信赖的服务。

著录项

  • 来源
    《Journal of supercomputing》 |2014年第3期|1154-1165|共12页
  • 作者单位

    School of Computer Engineering and Technology, Shanghai University, Shanghai, China,Graduate School of Human Sciences, Waseda University, Tokorozawa, Japan;

    School of Computer Engineering and Technology, Shanghai University, Shanghai, China;

    Graduate School of Human Sciences, Waseda University, Tokorozawa, Japan;

    Graduate School of Human Sciences, Waseda University, Tokorozawa, Japan;

    Graduate School of Human Sciences, Waseda University, Tokorozawa, Japan,College of Information Engineering, China Jiliang University, Hangzhou, China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Location-based services (LBS); Credibility; Skyline; Recommendation;

    机译:基于位置的服务(LBS);信誉;天际线建议;

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