research-article

Care and the Practice of Data Science for Social Good

Authors:

Amanda MengAuthors Info & Claims

COMPASS '18: Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies

Article No.: 34, Pages 1 - 9

https://doi.org/10.1145/3209811.3209877

Published: 20 June 2018 Publication History

Abstract

Data science is an interdisciplinary field that extracts insights from data through a multi-stage process of data collection, analysis and use. When data science is applied for social good, a variety of stakeholders are introduced to the process with an intention to inform policies or programs to improve well-being. Our goal in this paper is to propose an orientation to care in the practice of data science for social good. When applied to data science, a logic of care can improve the data science process and reveal outcomes of "good" throughout. Consideration of care in practice has its origins in Science and Technology Studies (STS) and has recently been applied by Human Computer Interaction (HCI) researchers to understand technology repair and use in under-served environments as well as care in remote health monitoring. We bring care to the practice of data science through a detailed examination of our engaged research with a community group that uses data as a strategy to advocate for permanently affordable housing. We identify opportunities and experiences of care throughout the stages of the data science process. We bring greater detail to the notion of human-centered systems for data science and begin to describe what these look like.

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Cited By

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https://dl.acm.org/doi/10.1145/3687049
Lin HKarusala NOkolo CD'Ignazio CGajos K(2024)"Come to us first": Centering Community Organizations in Artificial Intelligence for Social Good PartnershipsProceedings of the ACM on Human-Computer Interaction10.1145/36870098:CSCW2(1-28)Online publication date: 8-Nov-2024
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Index Terms

Care and the Practice of Data Science for Social Good
1. Human-centered computing
  1. Collaborative and social computing
    1. Empirical studies in collaborative and social computing

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cover image ACM Conferences

COMPASS '18: Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies

June 2018

472 pages

ISBN:9781450358163

DOI:10.1145/3209811

Conference Chair:
Ellen Zegura
Georgia Tech

Copyright © 2018 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Published: 20 June 2018

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June 20 - 22, 2018

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Cited By

Boone ARothschild AKoo XPfohl GSheehan ADiSalvo BLe Dantec CDiSalvo C(2024)Reimagining Meaningful Data Work through Citizen ScienceProceedings of the ACM on Human-Computer Interaction10.1145/36870498:CSCW2(1-26)Online publication date: 8-Nov-2024
https://dl.acm.org/doi/10.1145/3687049
Lin HKarusala NOkolo CD'Ignazio CGajos K(2024)"Come to us first": Centering Community Organizations in Artificial Intelligence for Social Good PartnershipsProceedings of the ACM on Human-Computer Interaction10.1145/36870098:CSCW2(1-28)Online publication date: 8-Nov-2024
https://dl.acm.org/doi/10.1145/3687009
Tran AGuo GTaylor JChan KRaymond EDisalvo C(2024)Situating Datasets: Making Public Eviction Data Actionable for Housing JusticeProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642452(1-16)Online publication date: 11-May-2024
https://dl.acm.org/doi/10.1145/3613904.3642452
Fortun M(2023)Works CitedGenomics with Care10.1215/9781478024521-013(311-335)Online publication date: 9-Jun-2023
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Fortun M(2023)NotesGenomics with Care10.1215/9781478024521-012(277-309)Online publication date: 9-Jun-2023
https://doi.org/10.1215/9781478024521-012
Fortun M(2023)PostscriptGenomics with Care10.1215/9781478024521-011(259-275)Online publication date: 9-Jun-2023
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Fortun M(2023) Poem-Like Tolls 3 Genomics with Care10.1215/9781478024521-010(253-258)Online publication date: 9-Jun-2023
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Fortun M(2023)FriendshipGenomics with Care10.1215/9781478024521-009(221-251)Online publication date: 9-Jun-2023
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