000			02901nam a2200325Ia 4500
001			2816
008			230305s2019 xx 000 0 und d
020			_a9780190948207
043			_aen_UK
041			_aeng
245		4	_aThe ethical algorithm
260			_a _bOxford University Press, _c2019
300			_a256 pages; 23 cm
500			_athe science of socially aware algorithm design
505			_aChapter 1: Algorithmic Privacy: The Power of Randomization _rChapter 2: Fairness: Discriminating Algorithms-- _rChapter 3: Games People Play (With Algorithms)-- _rChapter 4: Lost in the Garden: Led Astray by Data-- _rChapter 5: Risky Business: Interpretability, Morality, and the Singularity-- _rSome Concluding Thoughts--
520			_aOver the course of a generation, algorithms have gone from mathematical abstractions to powerful mediators of daily life. In evolving from static computer programs hand-coded by engineers to the products of machine learning, these technologies have made our lives more efficient, more entertaining, and, sometimes, better informed. At the same time, complex algorithms are increasingly crushing the basic rights of individual citizens. Allegedly anonymized datasets and statistical models routinely leak our most sensitive personal information; applications for everything from loans to college 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 quickly becoming one of the most pressing issues of this century. Traditional solutions, such as laws, regulations and watchdog groups, have proven woefully inadequate, at best. Derived 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. Weaving together the science behind algorithm design with stories of citizens, lawyers, scientists, and activists experiencing the trial-and-error of research in real-time, Michael Kearns and Aaron Roth present a strikingly original way forward, showing how we can begin to work together to protect people from the unintended impacts of algorithms-and, sometimes, protect the science that could save us from ourselves.
630			_aHC ECONOMY HISTORY AND CONDITIONS _9181
650			_aInformation technology _x Economic aspects _912278
650			_aTechnological innovations _x Moral and ethical aspects _912279
650			_a _912
700			_aRoth, Aaron _eAuthor _912280
700			_aKearns, Michael _eAuthor _912281
902			_a737
905			_am
911			_ahttps://biblioteca.tbs-education.es/portadas/9780190948207.jpg
912			_a2019-01-01
942			_a1
953			_d2020-03-05 17:00:33
999			_c2700 _d2700