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 in | The AI magazine Vol. 40; no. 4; pp. 74 - 77 |
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Main Author | |
Format | Journal Article |
Language | English |
Published |
La Canada
American Association for Artificial Intelligence
22.12.2019
John Wiley & Sons, Inc |
Subjects | |
Online Access | Get full text |
ISSN | 0738-4602 2371-9621 |
DOI | 10.1609/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. |
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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. |
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Author | Walsh, Toby |
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Cites_doi | 10.1073/pnas.1320040111 10.1038/nature11421 |
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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 Copyright Association for the Advancement of Artificial Intelligence Winter 2019 |
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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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