MARC보기
LDR04411cmm u2200553Ii 4500
001000000320122
003OCoLC
00520230613103932
006m d
007cr bn|||||||||
008191004s2020 nyuab ob 001 0 eng d
020 ▼a 9780190948221 ▼q (electronic bk.)
020 ▼a 0190948221 ▼q (electronic bk.)
020 ▼a 9780190948214 ▼q (electronic bk.)
020 ▼a 0190948213 ▼q (electronic bk.)
020 ▼z 9780190948207 ▼q (hardcover)
020 ▼z 0190948205 ▼q (hardcover)
035 ▼a 2255401 ▼b (N$T)
035 ▼a (OCoLC)1121487253
037 ▼a EBA1155C-081A-4BFF-8EE6-FD6FA06A903D ▼b OverDrive, Inc. ▼n http://www.overdrive.com
040 ▼a YDX ▼b eng ▼e rda ▼e pn ▼c YDX ▼d EBLCP ▼d OCLCO ▼d N$T ▼d OCLCQ ▼d OCLCO ▼d TEFOD ▼d OCLCF ▼d OCLCA ▼d OCLCQ ▼d CUV ▼d YDX ▼d NHM ▼d OCLCQ ▼d Z35 ▼d 248032
049 ▼a MAIN
050 4 ▼a HC79.I55 ▼b K43 2019
08204 ▼a 174/.90051 ▼2 23
1001 ▼a Kearns, Michael, ▼d 1971-, ▼e author.
24514 ▼a The ethical algorithm : ▼b the science of socially aware algorithm design / ▼c Michael Kearns and Aaron Roth ▼h [electronic resource]
260 ▼a New York, NY, United States of America : ▼b Oxford University Press, ▼c [2020]
300 ▼a 1 online resource (218 pages) : ▼b illustrations, map
336 ▼a text ▼b txt ▼2 rdacontent
337 ▼a computer ▼b c ▼2 rdamedia
338 ▼a online resource ▼b cr ▼2 rdacarrier
504 ▼a Includes bibliographical references (pages 201-205) and index.
50500 ▼t Algorithmic privacy: from anonymity to noise -- ▼t Algorithmic fairness: from parity to pareto -- ▼t Games people play (with algorithms) -- ▼t Lost in the garden: led astray by data -- ▼t Risky business: interpretability, morality, and the singularity -- ▼t 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.
5880 ▼a Online resource; title from digital title page (ProQuest Ebook Central, viewed February 12, 2020).
590 ▼a Master record variable field(s) change: 050
650 0 ▼a Information technology ▼x Economic aspects.
650 0 ▼a Technological innovations ▼x Moral and ethical aspects.
650 7 ▼a Information technology ▼x Economic aspects. ▼2 fast ▼0 (OCoLC)fst00973097
650 7 ▼a Technological innovations ▼x Moral and ethical aspects. ▼2 fast ▼0 (OCoLC)fst01145039
655 4 ▼a Electronic books.
7001 ▼a Roth, Aaron, ▼d 1984-, ▼e author.
77608 ▼i Print version: ▼a Kearns, Michael, 1971- ▼t Ethical algorithm. ▼d New York, NY : Oxford University Press, [2020] ▼z 9780190948207 ▼w (DLC) 2019025725 ▼w (OCoLC)1089887699
85640 ▼3 EBSCOhost ▼u https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2255401
938 ▼a ProQuest Ebook Central ▼b EBLB ▼n EBL5905172
938 ▼a EBSCOhost ▼b EBSC ▼n 2255401
938 ▼a YBP Library Services ▼b YANK ▼n 300837419
938 ▼a YBP Library Services ▼b YANK ▼n 16465484
990 ▼a 관리자
994 ▼a 92 ▼b N$T