Accuracy and Fairness for Web-Based Content Analysis under Temporal Shifts and Delayed Labeling

Abdulaziz A. Almuzaini; David M. Pennock; Vivek K. Singh

doi:10.1145/3614419.3644028

Accuracy and Fairness for Web-Based Content Analysis under Temporal Shifts and Delayed Labeling

Abdulaziz A. Almuzaini, David M. Pennock, Vivek K. Singh

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

Original language	English
Title of host publication	Proceedings of the 16th ACM Web Science Conference, WebSci 2024
Editors	Luca Maria Aiello, Yelena Mejova, Oshani Seneviratne, Jun Sun, Sierra Kaiser, Steffen Staab
Publisher	Association for Computing Machinery, Inc
Pages	268-278
Number of pages	11
ISBN (Electronic)	9798400703348
DOIs	https://doi.org/10.1145/3614419.3644028
State	Published - May 21 2024
Externally published	Yes
Event	16th ACM Web Science Conference, WebSci 2024 - Stuttgart, Germany Duration: May 21 2024 → May 24 2024

Publication series

Name	Proceedings of the 16th ACM Web Science Conference, WebSci 2024

Conference

Conference	16th ACM Web Science Conference, WebSci 2024
Country/Territory	Germany
City	Stuttgart
Period	5/21/24 → 5/24/24

ASJC Scopus Subject Areas

Computer Networks and Communications

Keywords

algorithmic fairness
continual learning
distribution shifts
domain adaptation
temporal shifts

Access to Document

10.1145/3614419.3644028

Cite this

Almuzaini, A. A., Pennock, D. M., & Singh, V. K. (2024). Accuracy and Fairness for Web-Based Content Analysis under Temporal Shifts and Delayed Labeling. In L. M. Aiello, Y. Mejova, O. Seneviratne, J. Sun, S. Kaiser, & S. Staab (Eds.), Proceedings of the 16th ACM Web Science Conference, WebSci 2024 (pp. 268-278). (Proceedings of the 16th ACM Web Science Conference, WebSci 2024). Association for Computing Machinery, Inc. https://doi.org/10.1145/3614419.3644028

Accuracy and Fairness for Web-Based Content Analysis under Temporal Shifts and Delayed Labeling. / Almuzaini, Abdulaziz A.; Pennock, David M.; Singh, Vivek K.
Proceedings of the 16th ACM Web Science Conference, WebSci 2024. ed. / Luca Maria Aiello; Yelena Mejova; Oshani Seneviratne; Jun Sun; Sierra Kaiser; Steffen Staab. Association for Computing Machinery, Inc, 2024. p. 268-278 (Proceedings of the 16th ACM Web Science Conference, WebSci 2024).

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

Almuzaini, AA, Pennock, DM & Singh, VK 2024, Accuracy and Fairness for Web-Based Content Analysis under Temporal Shifts and Delayed Labeling. in LM Aiello, Y Mejova, O Seneviratne, J Sun, S Kaiser & S Staab (eds), Proceedings of the 16th ACM Web Science Conference, WebSci 2024. Proceedings of the 16th ACM Web Science Conference, WebSci 2024, Association for Computing Machinery, Inc, pp. 268-278, 16th ACM Web Science Conference, WebSci 2024, Stuttgart, Germany, 5/21/24. https://doi.org/10.1145/3614419.3644028

Almuzaini AA, Pennock DM, Singh VK. Accuracy and Fairness for Web-Based Content Analysis under Temporal Shifts and Delayed Labeling. In Aiello LM, Mejova Y, Seneviratne O, Sun J, Kaiser S, Staab S, editors, Proceedings of the 16th ACM Web Science Conference, WebSci 2024. Association for Computing Machinery, Inc. 2024. p. 268-278. (Proceedings of the 16th ACM Web Science Conference, WebSci 2024). doi: 10.1145/3614419.3644028

Almuzaini, Abdulaziz A. ; Pennock, David M. ; Singh, Vivek K. / Accuracy and Fairness for Web-Based Content Analysis under Temporal Shifts and Delayed Labeling. Proceedings of the 16th ACM Web Science Conference, WebSci 2024. editor / Luca Maria Aiello ; Yelena Mejova ; Oshani Seneviratne ; Jun Sun ; Sierra Kaiser ; Steffen Staab. Association for Computing Machinery, Inc, 2024. pp. 268-278 (Proceedings of the 16th ACM Web Science Conference, WebSci 2024).

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Accuracy and Fairness for Web-Based Content Analysis under Temporal Shifts and Delayed Labeling

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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