Thalia.de

Weapons of Math Destruction

How Big Data Increases Inequality and Threatens Democracy

Longlisted for the National Book Award
New York Times Bestseller
A former Wall Street quant sounds an alarm on the mathematical models that pervade modern life - and threaten to rip apart our social fabric
We live in the age of the algorithm. Increasingly, the decisions that affect our lives-where we go to school, whether we get a car loan, how much we pay for health insurance-are being made not by humans, but by mathematical models. In theory, this should lead to greater fairness: Everyone is judged according to the same rules, and bias is eliminated.
But as Cathy O'Neil reveals in this urgent and necessary book, the opposite is true. The models being used today are opaque, unregulated, and uncontestable, even when they're wrong. Most troubling, they reinforce discrimination: If a poor student can't get a loan because a lending model deems him too risky (by virtue of his zip code), he's then cut off from the kind of education that could pull him out of poverty, and a vicious spiral ensues. Models are propping up the lucky and punishing the downtrodden, creating a "toxic cocktail for democracy." Welcome to the dark side of Big Data.
Tracing the arc of a person's life, O'Neil exposes the black box models that shape our future, both as individuals and as a society. These "weapons of math destruction" score teachers and students, sort résumés, grant (or deny) loans, evaluate workers, target voters, set parole, and monitor our health.
O'Neil calls on modelers to take more responsibility for their algorithms and on policy makers to regulate their use. But in the end, it's up to us to become more savvy about the models that govern our lives. This important book empowers us to ask the tough questions, uncover the truth, and demand change.
From the Hardcover edition.
Rezension
New York Times Editor's Choice
A Maclean 's Bestseller
Winner of the 2016 SLA-NY PrivCo Spotlight Award
"O'Neil's book offers a frightening look at how algorithms are increasingly regulating people... Her knowledge of the power and risks of mathematical models, coupled with a gift for analogy, makes her one of the most valuable observers of the continuing weaponization of big data... [She] does a masterly job explaining the pervasiveness and risks of the algorithms that regulate our lives."
- New York Times Book Review
" Weapons of Math Destruction is the Big Data story Silicon Valley proponents won't tell... [It] pithily exposes flaws in how information is used to assess everything from creditworthiness to policing tactics... A thought-provoking read for anyone inclined to believe that data doesn't lie."
- Reuters
"This is a manual for the 21st-century citizen, and it succeeds where other big data accounts have failed - it is accessible, refreshingly critical and feels relevant and urgent."
-Financial Times
" Weapons of Math Destruction is an urgent critique of... the rampant misuse of math in nearly every aspect of our lives."
-Boston Globe
"Illuminating... [O'Neil] makes a convincing case that this reliance on algorithms has gone too far."
-The Atlantic
"If you've ever suspected there was something baleful about our deep trust in data, but lacked the mathematical skills to figure out exactly what it was, this is the book for you."
-Salon
"O'Neil is an ideal person to write this book. She is an academic mathematician turned Wall Street quant turned data scientist who has been involved in Occupy Wall Street and recently started an algorithmic auditing company. She is one of the strongest voices speaking out for limiting the ways we allow algorithms to influence our lives... While Weapons of Math Destruction is full of hard truths and grim statistics, it is also accessible and even entertaining. O'Neil's writing is direct and easy to read-I devoured it in an afternoon."
- Scientific American
"Readable and engaging... succinct and cogent... Weapons of Math Destruction is The Jungle of our age... [It] should be required reading for all data scientists and for any organizational decision-maker convinced that a mathematical model can replace human judgment."
- Mark Van Hollebeke, Data and Society: Points
"Indispensable... Despite the technical complexity of its subject, Weapons of Math Destruction lucidly guides readers through these complex modelling systems... O'Neil's book is an excellent primer on the ethical and moral risks of Big Data and an algorithmically dependent world... For those curious about how Big Data can help them and their businesses, or how it has been reshaping the world around them, Weapons of Math Destruction is an essential starting place."
- National Post
"Cathy O'Neil has seen Big Data from the inside, and the picture isn't pretty. Weapons of Math Destruction opens the curtain on algorithms that exploit people and distort the truth while posing as neutral mathematical tools. This book is wise, fierce, and desperately necessary."
- Jordan Ellenberg , University of Wisconsin-Madison, author of How Not To Be Wrong
"O'Neil has become [a whistle-blower] for the world of Big Data... [in] her important new book... Her work makes particularly disturbing points about how being on the wrong side of an algorithmic decision can snowball in incredibly destructive ways."
- TIME
"O'Neil's work is so important... [her] book is a vital crash-course in the specialized kind of statistical knowledge we all need to interrogate the systems around us and demand better."
- Boing Boing
"Lucid, alarming, and valuable... [O'Neil's] writing is crisp and precise as she aims her arguments to a lay audience. This makes for a remarkably page-turning read for a book about algorithms. Weapons of Math Destruction should be required reading for anybody whose life will
… weiterlesen
In den Warenkorb
Filialabholung

Versandkostenfrei

Bezahlung bei Abholung

Beschreibung

Produktdetails


Einband Taschenbuch
Seitenzahl 272
Erscheinungsdatum 06.09.2016
Sprache Englisch
ISBN 978-0-451-49733-8
Verlag Random House LCC US
Maße (L/B/H) 208/141/23 mm
Gewicht 258
Verkaufsrang 1.186
Buch (Taschenbuch, Englisch)
12,99
inkl. gesetzl. MwSt.
Sofort lieferbar
Versandkostenfrei
In den Warenkorb
Filialabholung

Versandkostenfrei

Bezahlung bei Abholung

Andere Kunden interessierten sich auch für

  • 44907280
    The Way to the Spring
    von Ben Ehrenreich
    Buch
    11,98
  • 44820023
    Weapons of Math Destruction
    von Cathy O'Neil
    Buch
    19,99
  • 45756439
    Weapons of Math Destruction
    von Cathy O'Neil
    Buch
    12,99
  • 40445236
    TING Starter-Set: WAS IST WAS Columbus Globus "Abenteuer Erde"
    von Manfred Baur
    Buch
    129,95
  • 45597265
    To Be a Machine
    von Mark O'connell
    Buch
    19,99
  • 46395090
    Our Revolution
    von Bernie Sanders
    Buch
    14,99
  • 40108511
    Sapiens
    von Yuval Noah Harari
    Buch
    8,99
  • 45846800
    Our Revolution
    von Bernie Sanders
    Buch
    14,99
  • 41656215
    Germany
    von Neil MacGregor
    Buch
    9,99
  • 43764873
    To Hell and Back
    von Ian Kershaw
    Buch
    12,99
  • 41009937
    We Should All Be Feminists
    von Chimamanda Ngozi Adichie
    Buch
    6,99
  • 6023648
    Alexander Hamilton
    von Ron Chernow
    Buch
    15,99
  • 44722503
    Homo Deus
    von Yuval Noah Harari
    Buch
    13,99
  • 43917117
    SPQR
    von Mary Beard
    Buch
    9,99
  • 44125543
    Hillbilly Elegy
    von J. D. Vance
    Buch
    15,99
  • 32964238
    Why Nations Fail
    von Daron Acemoglu
    Buch
    9,99
  • 45627195
    Great Again
    von Donald J. Trump
    Buch
    11,99
  • 44342943
    Dark Money
    von Jane Mayer
    Buch
    11,99
  • 40062469
    The Opposite of Loneliness
    von Marina Keegan
    Buch
    8,99
  • 43873709
    Crippled America
    von Donald J. Trump
    Buch
    19,99

Kundenbewertungen


Es wurden noch keine Bewertungen geschrieben.

Wird oft zusammen gekauft

Weapons of Math Destruction

Weapons of Math Destruction

von Cathy O'Neil

Buch
12,99
+
=
Exposed

Exposed

von Bernard E. Harcourt

Buch
29,99
+
=

für

42,98

inkl. gesetzl. MwSt.

Alle kaufen