Diverse Perspectives Can Mitigate Political Bias in Crowdsourced Content Moderation

Author:

Thebault-Spieker Jacob1ORCID,Venkatagiri Sukrit2ORCID,Mine Naomi3ORCID,Luther Kurt4ORCID

Affiliation:

1. Information School, University of Wisconsin - Madison, USA

2. Center for an Informed Public, University of Washington, USA

3. University of Wisconsin - Madison, USA

4. Virginia Tech, USA

Funder

Office of the Vice Chancellor for Research and Graduate Education at the University of Wisconsin -- Madison

NSF

Publisher

ACM

Reference70 articles.

1. Norah Abokhodair , Daisy Yoo , and David W . McDonald. 2015. Dissecting a Social Botnet: Growth, Content and Influence in Twitter . In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing(CSCW ’15) . Association for Computing Machinery, Vancouver, BC, Canada, 839–851. https://doi.org/10.1145/2675133.2675208 10.1145/2675133.2675208 Norah Abokhodair, Daisy Yoo, and David W. McDonald. 2015. Dissecting a Social Botnet: Growth, Content and Influence in Twitter. In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing(CSCW ’15). Association for Computing Machinery, Vancouver, BC, Canada, 839–851. https://doi.org/10.1145/2675133.2675208

2. Muhammad Aurangzeb Ahmad , Ankur Teredesai , and Carly Eckert . 2020 . Fairness, accountability, transparency in AI at scale: Lessons from national programs . In Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency. 690–690 . Muhammad Aurangzeb Ahmad, Ankur Teredesai, and Carly Eckert. 2020. Fairness, accountability, transparency in AI at scale: Lessons from national programs. In Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency. 690–690.

3. Cognitively inspired task design to improve user performance on crowdsourcing platforms

4. Abdulaziz A. Almuzaini , Chidansh A. Bhatt , David M. Pennock , and Vivek K. Singh . 2022 . ABCinML: Anticipatory Bias Correction in Machine Learning Applications. In 2022 ACM Conference on Fairness, Accountability, and Transparency(FAccT ’22) . Association for Computing Machinery, New York, NY, USA, 1552–1560. https://doi.org/10.1145/3531146.3533211 10.1145/3531146.3533211 Abdulaziz A. Almuzaini, Chidansh A. Bhatt, David M. Pennock, and Vivek K. Singh. 2022. ABCinML: Anticipatory Bias Correction in Machine Learning Applications. In 2022 ACM Conference on Fairness, Accountability, and Transparency(FAccT ’22). Association for Computing Machinery, New York, NY, USA, 1552–1560. https://doi.org/10.1145/3531146.3533211

5. Taylor Amiah. [n. d.]. LinkedIn’s users are tired of politics so it’s creating a new feature in response. https://fortune.com/2022/02/09/linkedin-users-tired-politics-new-feature/ Taylor Amiah. [n. d.]. LinkedIn’s users are tired of politics so it’s creating a new feature in response. https://fortune.com/2022/02/09/linkedin-users-tired-politics-new-feature/

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