MARC Record from marc_columbia

LEADER: 05054cam a2200553 i 4500
001 14437534
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008 191004t20202020nyuab ob 001 0 eng d
035 $a(OCoLC)on1121487253
035 $a(NNC)14437534
040 $aYDX$beng$erda$epn$cYDX$dEBLCP$dOCLCO$dN$T$dOCLCQ$dOCLCO$dTEFOD$dOCLCF$dOCLCA$dOCLCQ$dCUV$dYDX$dNHM$dOCLCQ$dZ35$dUKAHL$dOSU$dS2H$dOCLCO$dUKQUB$dVFL$dOCLCQ$dOCLCO
019 $a1226268738$a1233306671
020 $a9780190948221$q(electronic bk.)
020 $a0190948221$q(electronic bk.)
020 $a9780190948214$q(electronic bk.)
020 $a0190948213$q(electronic bk.)
020 $z9780190948207$q(hardcover)
020 $z0190948205$q(hardcover)
035 $a(OCoLC)1121487253$z(OCoLC)1226268738$z(OCoLC)1233306671
037 $aEBA1155C-081A-4BFF-8EE6-FD6FA06A903D$bOverDrive, Inc.$nhttp://www.overdrive.com
050 4 $aHC79.I55$bK43 2019
082 04 $a174/.90051$223
049 $aZCUA
100 1 $aKearns, Michael,$d1971-$eauthor.
245 14 $aThe ethical algorithm :$bthe science of socially aware algorithm design /$cMichael Kearns and Aaron Roth
264 1 $aNew York, NY, United States of America :$bOxford University Press,$c[2020]
264 4 $c©2020
300 $a1 online resource (218 pages) :$billustrations, map
336 $atext$btxt$2rdacontent
337 $acomputer$bc$2rdamedia
338 $aonline resource$bcr$2rdacarrier
520 $aOver 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. Understanding and improving the science behind the algorithms that run our lives is rapidly becoming one of the most pressing issues of this century. The authors explain how we can better embed human principles into machine code - without halting the advance of data-driven scientific exploration, and offers a set of principled solutions based on the emerging and exciting science of socially aware algorithm design.
520 $a"Over the course of a generation, algorithms have gone from mathematical abstractions to powerful mediators of daily life. Algorithms have made our lives more efficient, more entertaining, and, sometimes, better informed. At the same time, complex algorithms are increasingly violating the basic rights of individual citizens. Allegedly anonymized datasets routinely leak our most sensitive personal information; statistical models for everything from mortgages to college admissions reflect racial and gender bias. Meanwhile, users manipulate algorithms to "game" search engines, spam filters, online reviewing services, and navigation apps. Understanding and improving the science behind the algorithms that run our lives is rapidly becoming one of the most pressing issues of this century. Traditional fixes, such as laws, regulations and watchdog groups, have proven woefully inadequate. Reporting from the cutting edge of scientific research, The Ethical Algorithm offers a new approach: a set of principled solutions based on the emerging and exciting science of socially aware algorithm design. Michael Kearns and Aaron Roth explain how we can better embed human principles into machine code - without halting the advance of data-driven scientific exploration. Weaving together innovative research with stories of citizens, scientists, and activists on the front lines, The Ethical Algorithm offers a compelling vision for a future, one in which we can better protect humans from the unintended impacts of algorithms while continuing to inspire wondrous advances in technology"--$cProvided by publisher
504 $aIncludes bibliographical references (pages 201-205) and index.
505 00 $tAlgorithmic privacy: from anonymity to noise --$tAlgorithmic fairness: from parity to pareto --$tGames people play (with algorithms) --$tLost in the garden: led astray by data --$tRisky business: interpretability, morality, and the singularity --$tSome concluding thoughts.
588 0 $aPrint version record
650 0 $aInformation technology$xEconomic aspects.
650 0 $aTechnological innovations$xMoral and ethical aspects.
650 6 $aTechnologie de l'information$xAspect économique.
650 6 $aInnovations$xAspect moral.
650 7 $aInformation technology$xEconomic aspects.$2fast$0(OCoLC)fst00973097
650 7 $aTechnological innovations$xMoral and ethical aspects.$2fast$0(OCoLC)fst01145039
655 4 $aElectronic books.
700 1 $aRoth, Aaron,$d1984-$eauthor.
776 08 $iPrint version:$aKearns, Michael, 1971-$tEthical algorithm.$dNew York, NY : Oxford University Press, [2020]$z9780190948207$w(DLC) 2019025725$w(OCoLC)1089887699
856 40 $uhttp://www.columbia.edu/cgi-bin/cul/resolve?clio14437534$zAll EBSCO eBooks
852 8 $blweb$hEBOOKS