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The ethical algorithm : the science of socially aware algorithm design / [electronic resource]
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| 자료유형 | E-Book |
|---|---|
| 개인저자 | Kearns, Michael, 1971-, author. Roth, Aaron, 1984-, author. |
| 서명/저자사항 | The ethical algorithm :the science of socially aware algorithm design /Michael Kearns and Aaron Roth[electronic resource] |
| 발행사항 | New York, NY, United States of America : Oxford University Press, [2020] |
| 형태사항 | 1 online resource (218 pages) : illustrations, map |
| 소장본 주기 | Master record variable field(s) change: 050 |
| ISBN | 9780190948221 0190948221 9780190948214 0190948213 |
| 서지주기 | Includes bibliographical references (pages 201-205) and index. |
| 내용주기 | 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. |
| 요약 | "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"-- |
| 일반주제명 | Information technology -- Economic aspects. Technological innovations -- Moral and ethical aspects. Information technology -- Economic aspects. Technological innovations -- Moral and ethical aspects. |
| 언어 | 영어 |
| 기타형태 저록 | Print version:Kearns, Michael, 1971-Ethical algorithm.New York, NY : Oxford University Press, [2020]9780190948207 |
| 대출바로가기 | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2255401 |
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| No. | 등록번호 | 청구기호 | 소장처 | 도서상태 | 반납예정일 | 예약 | 서비스 | 매체정보 |
|---|---|---|---|---|---|---|---|---|
| 1 | WE00019019 | 174/.90051 | 가야대학교/전자책서버(컴퓨터서버)/ | 대출가능 |
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