Publikation: Anticipated shocks in online activity : response functions of attention and word-of-mouth processes
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2016
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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: 10.1145/2908131.2908191
Zusammenfassung
We 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.
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320 Politik
Schlagwörter
social systems, collective response, attention, word-of-mouth
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WebSci '16 : ACM Web Science Conference, 22. Mai 2016 - 25. Mai 2016, Hannover, Germany
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STOMMEL, 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: 10.1145/2908131.2908191BibTex
@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}
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