Experiments in Social Media

Social media platforms like Facebook and Twitter permit experiments to be performed at minimal cost on populations of a size that scientists might previously have dreamed about. For instance, one experiment on Facebook involved more than 60 million subjects. Such large‐scale experiments introduce ne...

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Published inThe AI magazine Vol. 40; no. 4; pp. 74 - 77
Main Author Walsh, Toby
Format Journal Article
LanguageEnglish
Published La Canada American Association for Artificial Intelligence 22.12.2019
John Wiley & Sons, Inc
Subjects
Online AccessGet full text
ISSN0738-4602
2371-9621
DOI10.1609/aimag.v40i4.2868

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Abstract Social media platforms like Facebook and Twitter permit experiments to be performed at minimal cost on populations of a size that scientists might previously have dreamed about. For instance, one experiment on Facebook involved more than 60 million subjects. Such large‐scale experiments introduce new challenges as even small effects when multiplied by a large population can have a significant impact. Recent revelations about the use of social media to manipulate voting behavior compound such concerns. It is believed that the psychometric data used by Cambridge Analytica to target US voters was collected by Dr Aleksandr Kogan from Cambridge University using a personality quiz on Facebook. There is a real risk that researchers wanting to collect data and run experiments on social media platforms in the future will face a public backlash that hinders such studies from being conducted. We suggest that stronger safeguards are put in place to help prevent this, and ensure the public retain confidence in scientists using social media for behavioral and other studies.
AbstractList Social media platforms like Facebook and Twitter permit experiments to be performed at minimal cost on populations of a size that scientists might previously have dreamed about. For instance, one experiment on Facebook involved more than 60 million subjects. Such large‐scale experiments introduce new challenges as even small effects when multiplied by a large population can have a significant impact. Recent revelations about the use of social media to manipulate voting behavior compound such concerns. It is believed that the psychometric data used by Cambridge Analytica to target US voters was collected by Dr Aleksandr Kogan from Cambridge University using a personality quiz on Facebook. There is a real risk that researchers wanting to collect data and run experiments on social media platforms in the future will face a public backlash that hinders such studies from being conducted. We suggest that stronger safeguards are put in place to help prevent this, and ensure the public retain confidence in scientists using social media for behavioral and other studies.
Audience Trade
Author Walsh, Toby
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Cites_doi 10.1073/pnas.1320040111
10.1038/nature11421
ContentType Journal Article
Copyright 2019 The Authors. AI Magazine published by John Wiley & Sons Ltd on behalf of Association for the Advancement of Artificial Intelligence
COPYRIGHT 2019 American Association for Artificial Intelligence
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SubjectTerms Artificial intelligence
Consent
Data collection
Digital media
Documentation
Elections
Experiments
Females
Midterm elections
Review boards
Scientists
Social media
Social networks
Studies
User behavior
Voter behavior
Voters
Voting
Web site management software
Title Experiments in Social Media
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