2015
Stai, E.; Karyotis, V.; Papavassiliou, S.
User interest dictated information diffusion over generalized networks Conference
Institute of Electrical and Electronics Engineers Inc., 2015, ISBN: 9781467363051, (cited By 3; Conference of IEEE International Conference on Communication Workshop, ICCW 2015 ; Conference Date: 8 June 2015 Through 12 June 2015; Conference Code:115891).
Abstract | Links | BibTeX | Tags: Differential equations, Epidemic modeling; Generalized networks; Information diffusion; Time varying; User interests, Information use
@conference{Stai20151569,
title = {User interest dictated information diffusion over generalized networks},
author = {E. Stai and V. Karyotis and S. Papavassiliou},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84947782089&doi=10.1109%2fICCW.2015.7247403&partnerID=40&md5=8bce0fc40e131b95ca1f4d2950923df7},
doi = {10.1109/ICCW.2015.7247403},
isbn = {9781467363051},
year = {2015},
date = {2015-01-01},
journal = {2015 IEEE International Conference on Communication Workshop, ICCW 2015},
pages = {1569-1574},
publisher = {Institute of Electrical and Electronics Engineers Inc.},
abstract = {In this paper we address the diffusion of useful information in generalized networks each consisting of a wireless physical substrate and a social network overlay. Contrary to previous works, we consider the effect of user interest and features thereof on the spreading dynamics of useful information within these complex wireless-social networks, e.g., how interest periodicity affects the diffusion of summer vacation advertisements, etc. We develop an epidemic based mathematical framework for such processes and use three indicative operational scenarios to demonstrate the solutions and results that can be obtained by the corresponding differential equation based formalism. By analysis and simulation, significant outcomes were obtained on the impact of each topological layer and the associated interest parameters on the dynamics of information diffusion. © 2015 IEEE.},
note = {cited By 3; Conference of IEEE International Conference on Communication Workshop, ICCW 2015 ; Conference Date: 8 June 2015 Through 12 June 2015; Conference Code:115891},
keywords = {Differential equations, Epidemic modeling; Generalized networks; Information diffusion; Time varying; User interests, Information use},
pubstate = {published},
tppubtype = {conference}
}
In this paper we address the diffusion of useful information in generalized networks each consisting of a wireless physical substrate and a social network overlay. Contrary to previous works, we consider the effect of user interest and features thereof on the spreading dynamics of useful information within these complex wireless-social networks, e.g., how interest periodicity affects the diffusion of summer vacation advertisements, etc. We develop an epidemic based mathematical framework for such processes and use three indicative operational scenarios to demonstrate the solutions and results that can be obtained by the corresponding differential equation based formalism. By analysis and simulation, significant outcomes were obtained on the impact of each topological layer and the associated interest parameters on the dynamics of information diffusion. © 2015 IEEE.