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The Ethical Algorithm /
Over the course of a generation, algorithms have gone from mathematical abstractions to powerful mediators of daily life. Algorithms have made our lives more efficient, more entertaining, and, sometimes, better informed. At the same time, complex algorithms are increasingly violating the basic right...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Otros Autores: | |
| Formato: | Electrónico Audiom |
| Idioma: | Inglés |
| Publicado: |
Tantor Media, Inc.,
2020.
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| Edición: | 1st edition. |
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
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| 100 | 1 | |a Kearns, Michael, |d 1971- |e author. | |
| 245 | 1 | 4 | |a The Ethical Algorithm / |c Michael Kearns and Aaron Roth. |
| 250 | |a 1st edition. | ||
| 264 | 1 | |b Tantor Media, Inc., |c 2020. | |
| 300 | |a 1 online resource (1 sound file) | ||
| 336 | |a spoken word |b spw |2 rdacontent | ||
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| 520 | |a Over the course of a generation, algorithms have gone from mathematical abstractions to powerful mediators of daily life. Algorithms have made our lives more efficient, more entertaining, and, sometimes, better informed. At the same time, complex algorithms are increasingly violating the basic rights of individual citizens. Allegedly anonymized datasets routinely leak our most sensitive personal information; statistical models for everything from mortgages to college admissions reflect racial and gender bias. Meanwhile, users manipulate algorithms to "game" search engines, spam filters, online reviewing services, and navigation apps. Understanding and improving the science behind the algorithms that run our lives is rapidly becoming one of the most pressing issues of this century. Traditional fixes, such as laws, regulations, and watchdog groups, have proven woefully inadequate. Reporting from the cutting edge of scientific research, The Ethical Algorithm offers a new approach: a set of principled solutions based on the emerging and exciting science of socially aware algorithm design. Michael Kearns and Aaron Roth explain how we can better embed human principles into machine code-without halting the advance of data-driven scientific exploration. | ||
| 542 | |f Copyright © Tantor Media, Inc. | ||
| 550 | |a Made available through: Safari, an O'Reilly Media Company. | ||
| 588 | 0 | |a Online resource; Title from title page (viewed July 14, 2020). | |
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Information technology |x Economic aspects. | |
| 650 | 0 | |a Technological innovations |x Moral and ethical aspects. | |
| 650 | 6 | |a Technologie de l'information |x Aspect économique. | |
| 650 | 6 | |a Innovations |x Aspect moral. | |
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| 650 | 7 | |a Technological innovations |x Moral and ethical aspects |2 fast | |
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| 700 | 1 | |a Roth, Aaron, |d 1984- |e author. | |
| 700 | 1 | |a Schnaubelt, Teri, |e narrator. | |
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