The Ethical Algorithm:
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 right...
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| Main Authors: | , |
|---|---|
| Other Authors: | |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
[Erscheinungsort nicht ermittelbar]
Tantor Media, Inc.
2020
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| Edition: | 1st edition. |
| Subjects: | |
| Links: | https://learning.oreilly.com/library/view/-/9781705237250/?ar |
| Summary: | 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. |
| Item Description: | Online resource; Title from title page (viewed July 14, 2020) |
| Physical Description: | 1 Online-Ressource (1 sound file) |
| ISBN: | 9781705237250 1705237258 |
Staff View
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| 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. | ||
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| discipline | Philosophie |
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| spelling | Kearns, Michael 1971- VerfasserIn aut The Ethical Algorithm Michael Kearns and Aaron Roth 1st edition. [Erscheinungsort nicht ermittelbar] Tantor Media, Inc. 2020 1 Online-Ressource (1 sound file) Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Online resource; Title from title page (viewed July 14, 2020) 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. Information technology Economic aspects Technological innovations Moral and ethical aspects Technologie de l'information ; Aspect économique Innovations ; Aspect moral Information technology ; Economic aspects Technological innovations ; Moral and ethical aspects Downloadable audio books Audiobooks Livres audio Roth, Aaron 1984- VerfasserIn aut Schnaubelt, Teri ErzählerIn nrt |
| spellingShingle | Kearns, Michael 1971- Roth, Aaron 1984- The Ethical Algorithm Information technology Economic aspects Technological innovations Moral and ethical aspects Technologie de l'information ; Aspect économique Innovations ; Aspect moral Information technology ; Economic aspects Technological innovations ; Moral and ethical aspects Downloadable audio books Audiobooks Livres audio |
| title | The Ethical Algorithm |
| title_auth | The Ethical Algorithm |
| title_exact_search | The Ethical Algorithm |
| title_full | The Ethical Algorithm Michael Kearns and Aaron Roth |
| title_fullStr | The Ethical Algorithm Michael Kearns and Aaron Roth |
| title_full_unstemmed | The Ethical Algorithm Michael Kearns and Aaron Roth |
| title_short | The Ethical Algorithm |
| title_sort | ethical algorithm |
| topic | Information technology Economic aspects Technological innovations Moral and ethical aspects Technologie de l'information ; Aspect économique Innovations ; Aspect moral Information technology ; Economic aspects Technological innovations ; Moral and ethical aspects Downloadable audio books Audiobooks Livres audio |
| topic_facet | Information technology Economic aspects Technological innovations Moral and ethical aspects Technologie de l'information ; Aspect économique Innovations ; Aspect moral Information technology ; Economic aspects Technological innovations ; Moral and ethical aspects Downloadable audio books Audiobooks Livres audio |
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