When the filter bubble bursts : collective evaluation dynamics in online communities

Abisheva, Adiya; Garcia, David; Schweitzer, Frank

When the filter bubble bursts : collective evaluation dynamics in online communities

Dateien

Zu diesem Dokument gibt es keine Dateien.

Datum

2016

Autor:innen

Abisheva, Adiya

Garcia, David

Schweitzer, Frank

DOI (zitierfähiger Link)

https://doi.org/10.1145/2908131.2908180

Sammlungen

Politik- und Verwaltungswissenschaft

Publikationstyp

Beitrag zu einem Konferenzband

Publikationsstatus

Published

Erschienen in

WebSci '16 : Proceedings of the 8th ACM Conference on Web Science. New York, NY, United States: Association for Computing Machinery, 2016, pp. 307-308. ISBN 978-1-4503-4208-7. Available under: doi: 10.1145/2908131.2908180

Zusammenfassung

Through the analysis of collective upvotes and downvotes in multiple social media, we discover the bimodal regime of collective evaluations. When online content surpasses the local social context by reaching a threshold of collective attention, negativity grows faster with positivity, which serves as a trace of the burst of a filter bubble. To attain a global audience, we show that emotions expressed in online content has a significant effect and also play a key role in creating polarized opinions.

Fachgebiet (DDC)

320 Politik

Schlagwörter

Social filtering, emotions, collective dynamics

Konferenz

WebSci '16 : ACM Web Science Conference, 22. Mai 2016 - 25. Mai 2016, Hannover, Germany

Zitieren

ISO 690

ABISHEVA, Adiya, David GARCIA, Frank SCHWEITZER, 2016. When the filter bubble bursts : collective evaluation dynamics in online communities. WebSci '16 : ACM Web Science Conference. Hannover, Germany, 22. Mai 2016 - 25. Mai 2016. In: WebSci '16 : Proceedings of the 8th ACM Conference on Web Science. New York, NY, United States: Association for Computing Machinery, 2016, pp. 307-308. ISBN 978-1-4503-4208-7. Available under: doi: 10.1145/2908131.2908180

BibTex

@inproceedings{Abisheva2016filte-59985,
  year={2016},
  doi={10.1145/2908131.2908180},
  title={When the filter bubble bursts : collective evaluation dynamics in online communities},
  isbn={978-1-4503-4208-7},
  publisher={Association for Computing Machinery},
  address={New York, NY, United States},
  booktitle={WebSci '16 : Proceedings of the 8th ACM Conference on Web Science},
  pages={307--308},
  author={Abisheva, Adiya and Garcia, David and Schweitzer, Frank}
}

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