Human social sensing is an untapped resource for computational social science
Author:
Publisher
Springer Science and Business Media LLC
Subject
Multidisciplinary
Link
http://www.nature.com/articles/s41586-021-03649-2.pdf
Reference198 articles.
1. Tomasello, M. Becoming Human: A Theory of Ontogeny (Belknap, 2019).
2. Galesic, M. et al. Asking about social circles improves election predictions. Nat. Hum. Behav. 2, 187–193 (2018). Shows that human social sensing outperformed traditional polling questions in forecasting for the 2016 US and 2017 French elections.
3. Olsson, H., Bruine de Bruin, W., Galesic, M. & Prelec, D. Election polling is not dead: a Bayesian bootstrap method yields accurate forecasts. Preprint at https://doi.org/10.31219/osf.io/nqcgs (2021). Developed an information integration method that provided accurate forecasts of the 2018 and 2020 US elections by combining own intentions with human social sensor reports.
4. Bruine de Bruin, W. et al. Asking about social circles improves election predictions even with many political parties. Preprint at https://doi.org/10.31219/osf.io/8g5ce (2021). Shows that human social sensing outperformed traditional polling questions in forecasting for the 2017 Dutch and 2018 Swedish elections.
5. Bruine de Bruin, W., Parker, A. M., Galesic, M. & Vardavas, R. Reports of social circles’ and own vaccination behavior: a national longitudinal survey. Health Psychol. 38, 975–983 (2019). Shows that perceived social circle vaccination coverage helps to predict own future vaccination behaviour.
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