On the Detection of Influential Actors in Social Media

  • Detection of influential actors in social media plays an important role for increasing the quality and efficiency of work and services in many fields such as education, marketing, etc. This work aims to introduce a new approach for the characterization of influential actors in online social media, such as Twitter. We present on a model of influence of an actor that is based on the attractiveness of the actor in terms of the number of other new actors with which he or she has established relations over time. We have used this concept and measure of influence to determine optimal seeds in a simulation of influence maximization using two empirically collected social networks for the underlying graphs.

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Metadaten
Author:Ziyaad Qasem, Marc Jansen, Tobias Hecking, Heinz Ulrich Hoppe
URL:https://ieeexplore.ieee.org/abstract/document/7400597
Parent Title (German):11th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)
Document Type:Conference Proceeding
Language:English
Year of Completion:2015
Release Date:2019/04/30
Institutes:Fachbereich 1 - Institut Informatik
DDC class:000 Allgemeines, Informatik, Informationswissenschaft / 000 Allgemeines, Wissenschaft
Licence (German):License LogoNo Creative Commons