Misinformation Detection Algorithms and Fairness across Political Ideologies: The Impact of Article Level Labeling

Jinkyung Park; Rahul Dev Ellezhuthil; Joseph Isaac; Christoph Mergerson; Lauren Feldman; Vivek Singh

doi:10.1145/3578503.3583617

Misinformation Detection Algorithms and Fairness across Political Ideologies: The Impact of Article Level Labeling

Jinkyung Park, Rahul Dev Ellezhuthil, Joseph Isaac, Christoph Mergerson, Lauren Feldman, Vivek Singh

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	WebSci 2023 - Proceedings of the 15th ACM Web Science Conference
Publisher	Association for Computing Machinery
Pages	107-116
Number of pages	10
ISBN (Electronic)	9798400700897
DOIs	https://doi.org/10.1145/3578503.3583617
State	Published - Apr 30 2023
Externally published	Yes
Event	15th ACM Web Science Conference, WebSci 2023 - Austin, United States Duration: Apr 30 2023 → May 1 2023

Publication series

Name	ACM International Conference Proceeding Series

Conference

Conference	15th ACM Web Science Conference, WebSci 2023
Country/Territory	United States
City	Austin
Period	4/30/23 → 5/1/23

ASJC Scopus Subject Areas

Human-Computer Interaction
Computer Networks and Communications
Computer Vision and Pattern Recognition
Software

Keywords

algorithmic fairness
article level labeling
misinformation detection
political bias

Access to Document

10.1145/3578503.3583617

Cite this

Park, J., Ellezhuthil, R. D., Isaac, J., Mergerson, C., Feldman, L., & Singh, V. (2023). Misinformation Detection Algorithms and Fairness across Political Ideologies: The Impact of Article Level Labeling. In WebSci 2023 - Proceedings of the 15th ACM Web Science Conference (pp. 107-116). (ACM International Conference Proceeding Series). Association for Computing Machinery. https://doi.org/10.1145/3578503.3583617

Misinformation Detection Algorithms and Fairness across Political Ideologies: The Impact of Article Level Labeling. / Park, Jinkyung; Ellezhuthil, Rahul Dev; Isaac, Joseph et al.
WebSci 2023 - Proceedings of the 15th ACM Web Science Conference. Association for Computing Machinery, 2023. p. 107-116 (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Park, J, Ellezhuthil, RD, Isaac, J, Mergerson, C, Feldman, L & Singh, V 2023, Misinformation Detection Algorithms and Fairness across Political Ideologies: The Impact of Article Level Labeling. in WebSci 2023 - Proceedings of the 15th ACM Web Science Conference. ACM International Conference Proceeding Series, Association for Computing Machinery, pp. 107-116, 15th ACM Web Science Conference, WebSci 2023, Austin, United States, 4/30/23. https://doi.org/10.1145/3578503.3583617

Park J, Ellezhuthil RD, Isaac J, Mergerson C, Feldman L, Singh V. Misinformation Detection Algorithms and Fairness across Political Ideologies: The Impact of Article Level Labeling. In WebSci 2023 - Proceedings of the 15th ACM Web Science Conference. Association for Computing Machinery. 2023. p. 107-116. (ACM International Conference Proceeding Series). doi: 10.1145/3578503.3583617

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title = "Misinformation Detection Algorithms and Fairness across Political Ideologies: The Impact of Article Level Labeling",

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Misinformation Detection Algorithms and Fairness across Political Ideologies: The Impact of Article Level Labeling

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

Other files and links

Cite this