{"product_id":"the-ethical-algorithm-the-science-of-socially-aware-algorithm-design-9780190948207","title":"The Ethical Algorithm: The Science of Socially Aware Algorithm Design","description":"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. \u003cp\u003e\u003c\/p\u003eUnderstanding 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, \u003cem\u003eThe Ethical Algorithm\u003c\/em\u003e 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, \u003cem\u003eThe Ethical Algorithm\u003c\/em\u003e 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.\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Oxford University Press, USA\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/01\/2019\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9780190948207\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 232\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.15lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.30h x 6.10w x 0.90d\u003cbr\u003e\u003cbr\u003e\u003cstrong\u003eReview Citations: \u003c\/strong\u003e\u003ci\u003eLibrary Journal\u003c\/i\u003e 09\/06\/2019 pg. 1\u003cbr\u003e","brand":"Michael Kearns, Aaron Roth","offers":[{"title":"Default Title","offer_id":36635083604124,"sku":"9780190948207","price":24.64,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_30d95301-4efb-4bca-b971-802611ccd1af.jpg?v=1603838502","url":"https:\/\/pastforward.org\/products\/the-ethical-algorithm-the-science-of-socially-aware-algorithm-design-9780190948207","provider":"Past Forward","version":"1.0","type":"link"}