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03215aam a2200361 i 4500 001 DC6092C83CE411EA98AC0E4997128E48 003 SILO 005 20200122010022 008 190807t20202020nyuab b 001 0 eng 010 $a 2019025725 020 $a 0190948205 020 $a 9780190948207 035 $a (OCoLC)1089887699 040 $a DLC $b eng $e rda $c DLC $d OCLCO $d OCLCF $d TOL $d OCLCA $d YDX $d OCLCQ $d GZM $d FMU $d IOU $d SILO 042 $a pcc 050 00 $a HC79.I55 $b K43 2020 082 00 $a 174/.90051 $2 23 100 1 $a Kearns, Michael, $d 1971- $e author. 245 14 $a The ethical algorithm : $b the science of socially aware algorithm design / $c Michael Kearns and Aaron Roth. 246 3 $a Science of socially aware algorithm design 264 1 $a New York, NY : $b Oxford University Press, $c [2020] 300 $a 218 pages : $b illustrations, map ; $c 25 cm 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. 650 0 $a Information technology $x Economic aspects. 650 0 $a Technological innovations $x Moral and ethical aspects. 700 1 $a Roth, Aaron, $d 1984- $e author. 941 $a 2 952 $l USUX851 $d 20240305043019.0 952 $l BAPH771 $d 20200122010059.0 956 $a http://locator.silo.lib.ia.us/search.cgi?index_0=id&term_0=DC6092C83CE411EA98AC0E4997128E48 994 $a C0 $b IOUInitiate Another SILO Locator Search