The Power of Algorithms in the Commodification of Social Media for Inclusive Education. Invisible or Invisibilised

Authors

  • Laura Rayón-Rumayor Universidad Complutense de Madrid Facultad de Educación - Centro de Formación del Profesorado Rector Royo Villanova, 1 28040 Madrid, España
  • Carlos Barroso-Moreno Universidad Complutense de Madrid Facultad de Educación - Centro de Formación del Profesorado Rector Royo Villanova, 1 28040 Madrid, España
  • Elena Bañares-Marivela Universidad Complutense de Madrid Facultad de Educación - Centro de Formación del Profesorado Rector Royo Villanova, 1 28040 Madrid, España
  • Elena Pacetti University of Bologna Dept. of Educational Sciences "Giovanni Maria Bertin" Via Filippo Re, 6 40126 Bologna, Italia

DOI:

https://doi.org/10.3145/epi.2024.0421

Keywords:

Social Network Analysis, Big Data, Business Intelligence, Citizenship; Identity, Instagram, Quantitative Research, Qualitative Research, Disability, Digital Inclusion, Commodification, Social Media, Algorithms

Abstract

Social networks are communication spaces mediated by complex and opaque structures of relationships and content. The result is an unequal participation of users in the access to and dissemination of content. The dual objective is to identify influential profiles and analyze strategies for disseminating educational content on social networks. The social listening technique and Power Business Intelligence analyse posts on Instagram, Twitter, and YouTube for inclusive education content, collecting 113,272 posts over one year. The results show the inequality in social networks, defined by the visibility of political and economic power groups that occupy a privileged position in disseminating content, to the detriment of certain publications associated with altruistic groups or individuals with vindictive content. The economic interests of algorithms, attractive visual content, a large mass of followers and coordinated dissemination campaigns monopolise the visibility of the network outside of socio-educational interests. This situation is partly facilitated by the algorithms of digital platforms, where the commodification of the network is evident through case studies. The value of the findings for building critical digital citizenship in the face of unequal behaviour and self-serving narratives is discussed

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Published

2024-11-10

How to Cite

Laura Rayón-Rumayor, Carlos Barroso-Moreno, Elena Bañares-Marivela, & Elena Pacetti. (2024). The Power of Algorithms in the Commodification of Social Media for Inclusive Education. Invisible or Invisibilised. Profesional De La información, 33(4). https://doi.org/10.3145/epi.2024.0421

Issue

Section

Research articles