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How to use data as a tool for empowerment rather than oppression. Big data can be used for good--from tracking disease to exposing human rights violations--and for bad--implementing surveillance and control. Data inevitably represents the ideologies of those who control its use; data analytics and algorithms too often exclude women, the poor, and ethnic groups. In Data Action, Sarah Williams provides a guide for working with data in more ethical and responsible ways. Too often data has been used--and manipulated--to make policy decisions without much stakeholder input. Williams outlines a method that emphasizes collaboration among data scientists, policy experts, data designers, and the public. This approach creates trust and co-ownership in the data by opening the process to those who know the issues best.
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Data Action, Sarah Williams
- Langue
- Année de publication
- 2020
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- (rigide)
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- Titre
- Data Action
- Langue
- Anglais
- Auteurs
- Sarah Williams
- Éditeur
- The MIT Press
- Publié
- 2020
- Format
- rigide
- ISBN10
- 0262044196
- ISBN13
- 9780262044196
- Séries
- Mots clés
- Nonfiction, Science, Technologie, Villes, Urbanisme, urbanisation
- Évaluation
- 4,15 sur 5
- Description
- How to use data as a tool for empowerment rather than oppression. Big data can be used for good--from tracking disease to exposing human rights violations--and for bad--implementing surveillance and control. Data inevitably represents the ideologies of those who control its use; data analytics and algorithms too often exclude women, the poor, and ethnic groups. In Data Action, Sarah Williams provides a guide for working with data in more ethical and responsible ways. Too often data has been used--and manipulated--to make policy decisions without much stakeholder input. Williams outlines a method that emphasizes collaboration among data scientists, policy experts, data designers, and the public. This approach creates trust and co-ownership in the data by opening the process to those who know the issues best.