Filed under book | Tags: · big data, data, data visualisation, emotion, feminism, gender, identity, labour, racism, research, science, statistics
“Today, data science is a form of power. It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to discriminate, police, and surveil. This potential for good, on the one hand, and harm, on the other, makes it essential to ask: Data science by whom? Data science for whom? Data science with whose interests in mind? The narratives around big data and data science are overwhelmingly white, male, and techno-heroic. In Data Feminism, Catherine D’Ignazio and Lauren Klein present a new way of thinking about data science and data ethics—one that is informed by intersectional feminist thought.
Illustrating data feminism in action, D’Ignazio and Klein show how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. They explain how, for example, an understanding of emotion can expand our ideas about effective data visualization, and how the concept of invisible labor can expose the significant human efforts required by our automated systems. And they show why the data never, ever “speak for themselves.”
Data Feminism offers strategies for data scientists seeking to learn how feminism can help them work toward justice, and for feminists who want to focus their efforts on the growing field of data science. But Data Feminism is about much more than gender. It is about power, about who has it and who doesn’t, and about how those differentials of power can be challenged and changed.”
Publisher MIT Press, 2020
strong Ideas series
Creative Commons CC BY-NC-ND license
ISBN 9780262044004, 0262044005
Filed under journal | Tags: · algorithm, biometrics, cultural politics, database, environment, knowledge, research, value
“There is value and there are values. There is the measure of wealth, metrified and calculated in numerous ways, and there are ideas, ethics, preferences of taste, and customs of ideology. […] But what really happens when the two are conflated? How do we understand how the values associated with something give it value; or, how giving something a value affords certain values? And, in what ways are the conflations of value and values tied to the circulation of value and values in contemporary technical infrastructures? […] The articles published in this issue interrogate value and values in ways that respond to techno-cultural shifts and embrace the range of economies that pervade digital culture.” (from Introduction)
Contributions by Pip Thornton, Luke Munn, Mitra Azar, Lea Laura Michelsen, Francis Hunger, César Escudero Andaluz & Martín Nadal, Maria Eriksson, Dionysia Mylonaki & Panagiotis Tigas, Marc Garrett, Ashley Lee Wong, Konstanze Scheidt, Calum Bowden, and Tega Brain.
Edited by Christian Ulrik Andersen and Geoff Cox
Publisher DARC, Aarhus University, Aarhus, July 2018
Creative Commons Attribution-NonCommercial-ShareAlike License
Filed under book | Tags: · design, life, research, social science, society, sociology
“Inventing the Social showcases recent efforts to develop new ways of knowing society that combine social research with creative practice. With contributions from leading figures in sociology, architecture, geography, design, anthropology, and digital media, the book provides practical and conceptual pointers on how to move beyond the customary distinctions between knowledge and art, and on how to connect the doing, researching and making of social life in potentially new ways.
Presenting concrete projects with a creative approach to researching social life as well as reflections on the wider contexts from which these projects emerge, this collection shows how collaboration across social science, digital media and the arts opens up timely alternatives to narrow, instrumentalist proposals that seek to engineer behaviour and to design community from scratch. To invent the social is to recognise that social life is always already creative in itself and to take this as a starting point for developing different ways of combining representation and intervention in social life.”
Publisher Mattering Press, Manchester, 2018
Creative Commons BY-NC-SA 4.0 License
ISBN 099552775X, 9780995527751