Rethinking "Risk" in Algorithmic Systems Through A Computational Narrative Analysis of Casenotes in Child-Welfare

Author:

Saxena Devansh1ORCID,Moon Erina Seh-Young2ORCID,Chaurasia Aryan2ORCID,Guan Yixin3ORCID,Guha Shion4ORCID

Affiliation:

1. Department of Computer Science, Marquette University, United States

2. University of Toronto, Canada

3. Faculty of Information, University of Toronto, Canada

4. Faculty of Information, University of Toronto, Canada and Department of Computer Science, University of Toronto, Canada

Publisher

ACM

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4. Rediet Abebe , Salvatore Giorgi , Anna Tedijanto , Anneke Buffone , and H.  Andrew Andrew Schwartz . 2020. Quantifying Community Characteristics of Maternal Mortality Using Social Media(WWW ’20) . Association for Computing Machinery , New York, NY, USA , 2976–2983. https://doi.org/10.1145/3366423.3380066 10.1145/3366423.3380066 Rediet Abebe, Salvatore Giorgi, Anna Tedijanto, Anneke Buffone, and H. Andrew Andrew Schwartz. 2020. Quantifying Community Characteristics of Maternal Mortality Using Social Media(WWW ’20). Association for Computing Machinery, New York, NY, USA, 2976–2983. https://doi.org/10.1145/3366423.3380066

5. Mark  S. Ackerman . 2000. The Intellectual Challenge of CSCW: The Gap Between Social Requirements and Technical Feasibility. Human–Computer Interaction 15, 2-3 ( 2000 ), 179–203. https://doi.org/10.1207/S15327051HCI1523_5 10.1207/S15327051HCI1523_5 Mark S. Ackerman. 2000. The Intellectual Challenge of CSCW: The Gap Between Social Requirements and Technical Feasibility. Human–Computer Interaction 15, 2-3 (2000), 179–203. https://doi.org/10.1207/S15327051HCI1523_5

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Algorithmic Harms in Child Welfare: Uncertainties in Practice, Organization, and Street-level Decision-Making;ACM Journal on Responsible Computing;2023-09

2. Examining risks of racial biases in NLP tools for child protective services;2023 ACM Conference on Fairness, Accountability, and Transparency;2023-06-12

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