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Description
The Ethical Algorithm: The Science of Socially Aware Algorithm DesignOver 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
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. Weaving together innovative research with stories of citizens, scientists, and activists on the front lines, The Ethical Algorithm offers a compelling vision for a future, one in which we can better protect humans from the unintended impacts of algorithms while continuing to inspire wondrous advances in technology.Binding Type: Hardcover
Publisher: Oxford University Press, USA
Published: 11/01/2019
ISBN: 9780190948207
Pages: 232
Weight: 1.15lbs
Size: 9.30h x 6.10w x 0.90d
Review Citations: Library Journal 09/06/2019 pg. 1
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★★★★★ 5
Great Product for your ski!
Style: Soap Saver
Love everything about it. It makes it easy to hold your soap and it exfoliates your skin.
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Reviewed in the United States on January 14, 2026
★★★★★ 4
Good Soap Saver
Style: Soap Saver
I really like these. Have been using more natural ingredients in skin care, so these have been great with using bar soaps. The only thing I didn’t like is hair gets stuck in it. But that’s not necessarily the fault of the product. I do like that these are exfoliating.
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Reviewed in the United States on January 16, 2026
★★★★★ 5
Very good
Style: Soap Saver
Good quality . No smell . Would buy again
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Reviewed in the United States on May 30, 2026
★★★★★ 5
Good for oily people
Style: Soap Saver
This absolutely gives me a ton more lather than the bar by itself, and the rougher texture feels nice, like I'm getting a deep clean.
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Reviewed in the United States on November 29, 2025
★★★★★ 5
Works great. Convenient
Style: Soap Saver
Works great. Convenient.
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Reviewed in the United States on September 1, 2025
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