Diffusions of innovations on deterministic topologies

Ercan Yildiz, Daron Acemoglu, Asu Ozdaglar, Anna Scaglione

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

4 Citations (Scopus)

Abstract

In this paper, we are interested in modeling diffusion of innovations on social networks. We focus on a scenario where innovation emerges at a small number of nodes in the society, and each individual needs certain portion of his neighbors (thresholds) to adopt the innovation before he does so. We analyze the dynamics of the diffusion process under deterministic topologies and threshold values. We show that the diffusion process depends on both the topology and threshold values through so called coherent sets. We investigate several interesting topologies, and utilize coherent set argument to determine the behavior of the process on these topologies.

Original languageEnglish (US)
Title of host publicationICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Pages5800-5803
Number of pages4
DOIs
StatePublished - 2011
Externally publishedYes
Event36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Prague, Czech Republic
Duration: May 22 2011May 27 2011

Other

Other36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011
CountryCzech Republic
CityPrague
Period5/22/115/27/11

Fingerprint

Innovation
Topology

ASJC Scopus subject areas

  • Signal Processing
  • Software
  • Electrical and Electronic Engineering

Cite this

Yildiz, E., Acemoglu, D., Ozdaglar, A., & Scaglione, A. (2011). Diffusions of innovations on deterministic topologies. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings (pp. 5800-5803). [5947679] https://doi.org/10.1109/ICASSP.2011.5947679

Diffusions of innovations on deterministic topologies. / Yildiz, Ercan; Acemoglu, Daron; Ozdaglar, Asu; Scaglione, Anna.

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2011. p. 5800-5803 5947679.

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

Yildiz, E, Acemoglu, D, Ozdaglar, A & Scaglione, A 2011, Diffusions of innovations on deterministic topologies. in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings., 5947679, pp. 5800-5803, 36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, Prague, Czech Republic, 5/22/11. https://doi.org/10.1109/ICASSP.2011.5947679
Yildiz E, Acemoglu D, Ozdaglar A, Scaglione A. Diffusions of innovations on deterministic topologies. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2011. p. 5800-5803. 5947679 https://doi.org/10.1109/ICASSP.2011.5947679
Yildiz, Ercan ; Acemoglu, Daron ; Ozdaglar, Asu ; Scaglione, Anna. / Diffusions of innovations on deterministic topologies. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2011. pp. 5800-5803
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