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Weapons of math destruction : how big data increases inequality and threatens democracy / Cathy O'Neil.

O'Neil, Cathy, (author.).

Available copies

  • 8 of 10 copies available at Evergreen Indiana.

Current holds

0 current holds with 10 total copies.

Location Call Number / Copy Notes Barcode Shelving Location Status Due Date
Fulton Co PL - Rochester Main Library 005.7 ONE (Text) 33187004161812 Nonfiction Checked out 12/11/2017
Greenwood PL - Greenwood 005.7 ONE (Text) 36626103788717 Adult Nonfiction Available -
Jackson Co PL - Seymour Main Library 005.7 O'NEIL (Text) 37500004261323 Nonfiction Available -
Morgan Co PL - Martinsville Main Library 005.7 ONE (Text) 78551000528058 Non-Fiction Available -
New Castle-Henry County PL - Main 005.7 ONEI (Text) 39231033313905 Adult Non-fiction Collection Available -
Plainfield-Guilford Twp PL - Plainfield 005.7 O'Neil (Text) 31208912484153 non-fiction Checked out 12/02/2017
Starke Co PL - Schricker Main Library (Knox) 005.7 ONE (Text) 30032010692215 ADULT NON-FICTION Available -
West Lebanon PL - West Lebanon 005.7 O'NE (Text) 74861000020026 Adult Non-Fiction Available -
Westfield Washington PL - Westfield 005.7 O'Neil (Text) 78292000358646 Adult Non-Fiction Book Collection Available -
Zionsville PL - Hussey-Mayfield Memorial Branch 005.7 O'NEIL (Text) 33946003163800 Nonfiction . 2nd Floor Available -

Record details

  • ISBN: 9780553418811
  • ISBN: 0553418815
  • ISBN: 9780553418835
  • ISBN: 0553418831
  • Physical Description: x, 259 pages ; 22 cm
  • Edition: First edition.
  • Publisher: New York : Crown, [2016]

Content descriptions

Bibliography, etc. Note: Includes bibliographical references (pages 219-252) and index.
Formatted Contents Note: Bomb parts: What is a model? -- Shell shocked: My journey of disillusionment -- Arms race: Going to college -- Propaganda machine: Online advertising -- Civilian casualties: Justice in the age of big data -- Ineligible to serve: Getting a job -- Sweating bullets: On the job -- Collateral damage: Landing credit -- No safe zone: Getting insurance -- The targeted citizen: Civic life.
Summary, etc.: 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 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.
Subject: Big data > Social aspects > United States.
Big data > Political aspects > United States.
Social indicators > Mathematical models > Moral and ethical aspects.
Democracy > United States.
United States > Social conditions > 21st century.
Massendaten
Soziale Ungleichheit
Demokratie
USA
BUSINESS & ECONOMICS / Statistics.
POLITICAL SCIENCE / Public Policy.
SOCIAL SCIENCE / Privacy & Surveillance.
United States > Social conditions > 21st century.

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