Algorithms of Education

Algorithms of Education
Author: Kalervo N. Gulson
Publisher: U of Minnesota Press
Total Pages: 196
Release: 2022-05-17
Genre: Education
ISBN: 1452964726


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A critique of what lies behind the use of data in contemporary education policy While the science fiction tales of artificial intelligence eclipsing humanity are still very much fantasies, in Algorithms of Education the authors tell real stories of how algorithms and machines are transforming education governance, providing a fascinating discussion and critique of data and its role in education policy. Algorithms of Education explores how, for policy makers, today’s ever-growing amount of data creates the illusion of greater control over the educational futures of students and the work of school leaders and teachers. In fact, the increased datafication of education, the authors argue, offers less and less control, as algorithms and artificial intelligence further abstract the educational experience and distance policy makers from teaching and learning. Focusing on the changing conditions for education policy and governance, Algorithms of Education proposes that schools and governments are increasingly turning to “synthetic governance”—a governance where what is human and machine becomes less clear—as a strategy for optimizing education. Exploring case studies of data infrastructures, facial recognition, and the growing use of data science in education, Algorithms of Education draws on a wide variety of fields—from critical theory and media studies to science and technology studies and education policy studies—mapping the political and methodological directions for engaging with datafication and artificial intelligence in education governance. According to the authors, we must go beyond the debates that separate humans and machines in order to develop new strategies for, and a new politics of, education.


Algorithms of Education
Language: en
Pages: 196
Authors: Kalervo N. Gulson
Categories: Education
Type: BOOK - Published: 2022-05-17 - Publisher: U of Minnesota Press

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A critique of what lies behind the use of data in contemporary education policy While the science fiction tales of artificial intelligence eclipsing humanity ar
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Type: BOOK - Published: 2014-05-19 - Publisher: Cambridge University Press

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Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying thei
Algorithms of Oppression
Language: en
Pages: 245
Authors: Safiya Umoja Noble
Categories: Computers
Type: BOOK - Published: 2018-02-20 - Publisher: NYU Press

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Acknowledgments -- Introduction: the power of algorithms -- A society, searching -- Searching for Black girls -- Searching for people and communities -- Searchi
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Pages: 567
Authors: Giuseppe Bonaccorso
Categories: Computers
Type: BOOK - Published: 2018-05-25 - Publisher: Packt Publishing Ltd

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Explore and master the most important algorithms for solving complex machine learning problems. Key Features Discover high-performing machine learning algorithm
Algorithms
Language: en
Pages: 338
Authors: Sanjoy Dasgupta
Categories: Computer algorithms
Type: BOOK - Published: 2006 - Publisher: McGraw-Hill Higher Education

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This text, extensively class-tested over a decade at UC Berkeley and UC San Diego, explains the fundamentals of algorithms in a story line that makes the materi