Anticipated shocks in online activity : response functions of attention and word-of-mouth processes

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dc.contributor.authorStommel, Sebastian
dc.contributor.authorGarcia, David
dc.contributor.authorAbisheva, Adiya
dc.contributor.authorSchweitzer, Frank
dc.date.accessioned2023-01-30T11:33:25Z
dc.date.available2023-01-30T11:33:25Z
dc.date.issued2016eng
dc.description.abstractWe test the existence of anticipated shocks in online activity, a class of collective dynamics that does not fit in the state of the art theory on social response functions. We use data on shares and views to Youtube videos, measuring their time series to classify them according to their dynamical class. We find evidence of the existence of anticipated shocks, and that they are more likely to appear in word-of-mouth interaction than in attention dynamics. Our results show that not all exogenous events in online activity are unexpected, calling for new models that differentiate social interaction and attention dynamics.eng
dc.description.versionpublishedeng
dc.identifier.doi10.1145/2908131.2908191eng
dc.identifier.urihttps://kops.uni-konstanz.de/handle/123456789/59983
dc.language.isoengeng
dc.rightsterms-of-use
dc.rights.urihttps://rightsstatements.org/page/InC/1.0/
dc.subjectsocial systems, collective response, attention, word-of-moutheng
dc.subject.ddc320eng
dc.titleAnticipated shocks in online activity : response functions of attention and word-of-mouth processeseng
dc.typeINPROCEEDINGSeng
dspace.entity.typePublication
kops.citation.bibtex
@inproceedings{Stommel2016Antic-59983,
  year={2016},
  doi={10.1145/2908131.2908191},
  title={Anticipated shocks in online activity : response functions of attention and word-of-mouth processes},
  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={274--275},
  author={Stommel, Sebastian and Garcia, David and Abisheva, Adiya and Schweitzer, Frank}
}
kops.citation.iso690STOMMEL, Sebastian, David GARCIA, Adiya ABISHEVA, Frank SCHWEITZER, 2016. Anticipated shocks in online activity : response functions of attention and word-of-mouth processes. 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. 274-275. ISBN 978-1-4503-4208-7. Available under: doi: 10.1145/2908131.2908191deu
kops.citation.iso690STOMMEL, Sebastian, David GARCIA, Adiya ABISHEVA, Frank SCHWEITZER, 2016. Anticipated shocks in online activity : response functions of attention and word-of-mouth processes. WebSci '16 : ACM Web Science Conference. Hannover, Germany, May 22, 2016 - May 25, 2016. In: WebSci '16 : Proceedings of the 8th ACM Conference on Web Science. New York, NY, United States: Association for Computing Machinery, 2016, pp. 274-275. ISBN 978-1-4503-4208-7. Available under: doi: 10.1145/2908131.2908191eng
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