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Asymmetric normalization aided information diffusion for socially-aware mobile networks

  • Kai Zhang
  • , Jingjing Wang
  • , Chunxiao Jiang
  • , Kwang Cheng Chen
  • , Yong Ren

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

How to improve the information diffusion coverage rate in socially-aware mobile networks has drawn great attention. To address this issue, the concept of the tie strength, the partial strength and the value strength were proposed in order to achieve a superior criterion for information diffusion. However, the previous works did not consider the existence of various patterns among the nodes in socially-aware mobile networks. In this paper, we propose the asymmetric normalization forms of the partial strength as well as the value strength. Moreover, we explore the essence of asymmetry and its influence on information diffusion relying on analyzing the characteristics of graph structures as well as information local traps. Simulation results on the real-world social network and on the mobile network verify that our proposed asymmetric normalization forms are beneficial to promoting information diffusion.

源语言英语
主期刊名2017 IEEE International Conference on Communications, ICC 2017
编辑Merouane Debbah, David Gesbert, Abdelhamid Mellouk
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9781467389990
DOI
出版状态已出版 - 28 7月 2017
已对外发布
活动2017 IEEE International Conference on Communications, ICC 2017 - Paris, 法国
期限: 21 5月 201725 5月 2017

出版系列

姓名IEEE International Conference on Communications
ISSN(印刷版)1550-3607

会议

会议2017 IEEE International Conference on Communications, ICC 2017
国家/地区法国
Paris
时期21/05/1725/05/17

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