Data Feminism 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024


Data Feminism

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Catherine D'Ignazio 作者
The MIT Press
譯者
2020-3-10 出版日期
328 頁數
$29.95 價格
Hardcover
叢書系列
9780262044004 圖書編碼

Data Feminism 在線電子書 圖書標籤: 略讀  datascience   


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Data Feminism 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Data Feminism 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Data Feminism 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024



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Data Feminism 在線電子書 著者簡介

Catherine D'Ignazio is Assistant Professor of Urban Science and Planning in the Department of Urban Studies and Planning at MIT.

Lauren F. Klein is Associate Professor of English and Quantitative Theory & Methods at Emory University.


Data Feminism 在線電子書 著者簡介


Data Feminism 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Data Feminism 在線電子書 圖書描述

A new way of thinking about data science and data ethics that is informed by the ideas of intersectional feminism.

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.

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