Literature DB >> 34194037

Human social sensing is an untapped resource for computational social science.

Mirta Galesic1,2,3,4, Wändi Bruine de Bruin5, Jonas Dalege6, Scott L Feld7, Frauke Kreuter8,9, Henrik Olsson6, Drazen Prelec10,11,12, Daniel L Stein13, Tamara van der Does6.   

Abstract

The ability to 'sense' the social environment and thereby to understand the thoughts and actions of others allows humans to fit into their social worlds, communicate and cooperate, and learn from others' experiences. Here we argue that, through the lens of computational social science, this ability can be used to advance research into human sociality. When strategically selected to represent a specific population of interest, human social sensors can help to describe and predict societal trends. In addition, their reports of how they experience their social worlds can help to build models of social dynamics that are constrained by the empirical reality of human social systems.

Entities:  

Year:  2021        PMID: 34194037     DOI: 10.1038/s41586-021-03649-2

Source DB:  PubMed          Journal:  Nature        ISSN: 0028-0836            Impact factor:   49.962


  61 in total

1.  Biases in social comparative judgments: the role of nonmotivated factors in above-average and comparative-optimism effects.

Authors:  John R Chambers; Paul D Windschitl
Journal:  Psychol Bull       Date:  2004-09       Impact factor: 17.737

2.  Homophily and minority-group size explain perception biases in social networks.

Authors:  Eun Lee; Fariba Karimi; Claudia Wagner; Hang-Hyun Jo; Markus Strohmaier; Mirta Galesic
Journal:  Nat Hum Behav       Date:  2019-08-12

3.  Towards a balanced social psychology: causes, consequences, and cures for the problem-seeking approach to social behavior and cognition.

Authors:  Joachim I Krueger; David C Funder
Journal:  Behav Brain Sci       Date:  2004-06       Impact factor: 12.579

4.  Reports of social circles' and own vaccination behavior: A national longitudinal survey.

Authors:  Wändi Bruine de Bruin; Andrew M Parker; Mirta Galesic; Raffaele Vardavas
Journal:  Health Psychol       Date:  2019-07-01       Impact factor: 4.267

5.  Social network sensors for early detection of contagious outbreaks.

Authors:  Nicholas A Christakis; James H Fowler
Journal:  PLoS One       Date:  2010-09-15       Impact factor: 3.240

6.  Using friends as sensors to detect global-scale contagious outbreaks.

Authors:  Manuel Garcia-Herranz; Esteban Moro; Manuel Cebrian; Nicholas A Christakis; James H Fowler
Journal:  PLoS One       Date:  2014-04-09       Impact factor: 3.240

7.  Friendship paradox biases perceptions in directed networks.

Authors:  Nazanin Alipourfard; Buddhika Nettasinghe; Andrés Abeliuk; Vikram Krishnamurthy; Kristina Lerman
Journal:  Nat Commun       Date:  2020-02-05       Impact factor: 14.919

Review 8.  The Structure of Social Cognition: In(ter)dependence of Sociocognitive Processes.

Authors:  Francesca Happé; Jennifer L Cook; Geoffrey Bird
Journal:  Annu Rev Psychol       Date:  2016-09-21       Impact factor: 24.137

9.  The "Majority Illusion" in Social Networks.

Authors:  Kristina Lerman; Xiaoran Yan; Xin-Zeng Wu
Journal:  PLoS One       Date:  2016-02-17       Impact factor: 3.240

10.  The Evolution of Covert Signaling.

Authors:  Paul E Smaldino; Thomas J Flamson; Richard McElreath
Journal:  Sci Rep       Date:  2018-03-20       Impact factor: 4.379

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  5 in total

Review 1.  Integrating explanation and prediction in computational social science.

Authors:  Jake M Hofman; Duncan J Watts; Susan Athey; Filiz Garip; Thomas L Griffiths; Jon Kleinberg; Helen Margetts; Sendhil Mullainathan; Matthew J Salganik; Simine Vazire; Alessandro Vespignani; Tal Yarkoni
Journal:  Nature       Date:  2021-06-30       Impact factor: 49.962

2.  Sensing pedestrian flows for real-time assessment of non-pharmaceutical policy interventions during the COVID-19 pandemic.

Authors:  Jonas Klingwort; Sofie Mmg De Broe; Sven A Brocker
Journal:  Int J Popul Data Sci       Date:  2022-01-12

3.  Global monitoring of the impact of the COVID-19 pandemic through online surveys sampled from the Facebook user base.

Authors:  Christina M Astley; Gaurav Tuli; Kimberly A Mc Cord; Emily L Cohn; Benjamin Rader; Tanner J Varrelman; Samantha L Chiu; Xiaoyi Deng; Kathleen Stewart; Tamer H Farag; Kristina M Barkume; Sarah LaRocca; Katherine A Morris; Frauke Kreuter; John S Brownstein
Journal:  Proc Natl Acad Sci U S A       Date:  2021-12-21       Impact factor: 11.205

4.  Using a cognitive network model of moral and social beliefs to explain belief change.

Authors:  Jonas Dalege; Tamara van der Does
Journal:  Sci Adv       Date:  2022-08-19       Impact factor: 14.957

5.  Validating daily social media macroscopes of emotions.

Authors:  Max Pellert; Hannah Metzler; Michael Matzenberger; David Garcia
Journal:  Sci Rep       Date:  2022-07-04       Impact factor: 4.996

  5 in total

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