Interest- and Content-Based Data Dissemination in Mobile Social Networks

Mengxue Liu, Andrea Richa

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

With the increasing popularity of hand-held mobile devices such as smart phones and smart watches, people are connected more than ever, which enables the information to be created, forwarded, and exchanged at levels that one could not envision just a few years ago. Mobile social networks (MSNs) thrive with the popularity of mobile smart devices and exhibit the properties of social networks. To efficiently disseminate the information within MSNs, there have been research efforts on content-based routing schemes which rely on the network structure and user interest profiles. However, none of these prior works considered the impact of data content during data dissemination in MSNs. However such content is closely related to users' preferences, which have a significant influence on the result of the dissemination. To fill this void, we propose an interest- and content- based dissemination scheme in MSNs, where the contents of the messages, along with the network structural information are taken into consideration. In the proposed scheme, each user is associated with an interest profile and each message is associated with a message content profile. Similarities are measured between the users and the messages given their profiles. We also use PageRank to measure the importance of each user when the network evolves over time. Each piece of information is propagated based on the similarity scores and PageRank selection of relay users. We experimentally show that the proposed scheme achieves higher delivery performance compared to the existing schemes while remaining cost-effective.

Original languageEnglish (US)
Title of host publication2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1-6
Number of pages6
ISBN (Electronic)9781509050192
DOIs
StatePublished - Jul 1 2017
Event2017 IEEE Global Communications Conference, GLOBECOM 2017 - Singapore, Singapore
Duration: Dec 4 2017Dec 8 2017

Publication series

Name2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings
Volume2018-January

Other

Other2017 IEEE Global Communications Conference, GLOBECOM 2017
CountrySingapore
CitySingapore
Period12/4/1712/8/17

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Hardware and Architecture
  • Safety, Risk, Reliability and Quality

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  • Cite this

    Liu, M., & Richa, A. (2017). Interest- and Content-Based Data Dissemination in Mobile Social Networks. In 2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings (pp. 1-6). (2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings; Vol. 2018-January). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/GLOCOM.2017.8255085