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Memorias de investigación
Ponencias en congresos:
User efficiency to spread information on Twitter
Año:2015
Áreas de investigación
  • Física química y matemáticas,
  • Humanidades y ciencias sociales
Datos
Descripción
Over the past years, new technologies and online social networks, have penetrated into world's population at an accelerated pace. Here we analyze data collected from Twitter, to describe the structural and dynamical patterns of the emergent social networks, based on complexity science. In particular, we define a measure of influence on Twitter, called user efficiency. This measure represents the ratio between the emergent spreading process and the activity employed by this user to influence such process. We found that the user efficiency is universal across several Twitter conversations. In fact, we show that these patterns are actually a reflection of the dynamical rules behind the spreading process, strongly determined by the topological features of the underlying network where information spreads and independent of the way users behave. We also proposed a model to estimate the opinions of the majority of users, by knowing the opinion of the highly influential and efficient ones. The model results in an opinion distribution. We propose a polarization index to determine the extent to which such distributions are polarized. We apply this methodology to political conversations and showed that our methodology is able to determine several levels of polarization, depending on the structure of the underlying network.
Internacional
Si
Nombre congreso
6th Workshop on Complex Networks (CompleNet 2015) [http://2015.complenet.org]
Tipo de participación
970
Lugar del congreso
New York (USA)
Revisores
Si
ISBN o ISSN
0000-0000
DOI
Fecha inicio congreso
25/03/2015
Fecha fin congreso
27/03/2015
Desde la página
33
Hasta la página
33
Título de las actas
THE 2015 INTERNATIONAL WORKSHOP ON COMPLEX NETWORKS - FINAL PROGRAM [http://2015.complenet.org/CompleNet_2015/Program_files/FinalProgram2015_1.pdf]
Esta actividad pertenece a memorias de investigación
Participantes
  • Autor: Alfredo Morales Guzmán (UPM)
  • Autor: Francisco Javier Borondo Benito (UPM)
  • Autor: Juan Carlos Losada Gonzalez (UPM)
  • Autor: Rosa Maria Benito Zafrilla (UPM)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Grupo de Sistemas Complejos
  • Departamento: Ingeniería Agroforestal
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