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Image for The ethical algorithm  : the science of socially aware algorithm design
0190948205 / 9780190948207
Laminated
23/01/2020
11 in stock Need More ?
United States
25 cm 218 pages : illustrations, maps
General (US: Trade)  Learn More

Over the course of a generation, algorithms have gone from mathematical abstractions to powerful mediators of daily life.

In evolving from static computer programs hand-coded by engineers to the products of machine learning, these technologies have made our lives more efficient, more entertaining, and, sometimes, better informed.

At the same time, complex algorithms are increasingly crushing the basic rights of individual citizens.

Allegedly anonymized datasets andstatistical models routinely leak our most sensitive personal information; applications for everything from loans to college 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 quickly becoming one of the most pressing issues of this century.

Traditional solutions, such as laws, regulations and watchdog groups, have proven woefully inadequate, at best.

Derived 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.

Weaving together thescience behind algorithm design with stories of citizens, lawyers, scientists, and activists experiencing the trial-and-error of research in real-time, Michael Kearns and Aaron Roth present a strikingly original way forward, showing how we can begin to work together to protect people from the unintendedimpacts of algorithms-and, sometimes, protect the science that could save us from ourselves.

BIC:

PDR Impact of science & technology on society, TJ Electronics & communications engineering, UBJ Ethical & social aspects of IT, UBL Legal aspects of IT, UMB Algorithms & data structures

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