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The ethical algorithm: the science o...

Roth, Aaron,

The ethical algorithm: the science of socially aware algorithm design/

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	The ethical algorithm: / edited by Michael Kearns and Aaron Roth.
其他題名:	the science of socially aware algorithm design/
作者:	Kearns, Michael,
其他作者:	Roth, Aaron,
出版者:	New York, NY: Oxford University Press, : 2020,
面頁冊數:	218 pages: illustrations, map; : 25cm;
提要註:	"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"--
標題:	Technological innovations - Moral and ethical aspects. -
ISBN:	9780190948207(hard):

The ethical algorithm: the science of socially aware algorithm design/
Kearns, Michael,

The ethical algorithm: the science of socially aware algorithm design/ edited by Michael Kearns and Aaron Roth. - New York, NY: Oxford University Press, 2020 - 218 pages: illustrations, map; 25cm

Includes bibliographical references (pages 201-205) and index.

Algorithmic privacy: from anonymity to noise -- Algorithmic fairness: from parity to pareto -- Games people play (with algorithms) -- Lost in the garden: led astray by data -- Risky business: interpretability, morality and the singularity -- Some concluding thoughts.

"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"--

ISBN: 9780190948207(hard): NT594

LCCN: 2019025725Subjects--Topical Terms:

394254
Technological innovations
--Moral and ethical aspects.

The ethical algorithm: the science of socially aware algorithm design/
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300 $a 218 pages: $b illustrations, map; $c 25cm
504 $a Includes bibliographical references (pages 201-205) and index.
505 0 # $a Algorithmic privacy: from anonymity to noise -- Algorithmic fairness: from parity to pareto -- Games people play (with algorithms) -- Lost in the garden: led astray by data -- Risky business: interpretability, morality and the singularity -- Some concluding thoughts.
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. 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"-- $c Provided by publisher.
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650 # 0 $2 96060 $a Information technology $x Economic aspects. $3 253311
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