001438150 000__ 04011cam\a2200613\i\4500
001438150 001__ 1438150
001438150 003__ OCoLC
001438150 005__ 20230309004250.0
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001438150 007__ cr\un\nnnunnun
001438150 008__ 210717s2021\\\\caua\\\\ob\\\\001\0\eng\d
001438150 019__ $$a1261364715$$a1266814588
001438150 020__ $$a9781484271551$$q(electronic bk.)
001438150 020__ $$a1484271556$$q(electronic bk.)
001438150 020__ $$z9781484271544
001438150 020__ $$z1484271548
001438150 0247_ $$a10.1007/978-1-4842-7155-1$$2doi
001438150 035__ $$aSP(OCoLC)1260340245
001438150 040__ $$aYDX$$beng$$erda$$epn$$cYDX$$dGW5XE$$dEBLCP$$dOCLCO$$dOCLCF$$dN$T$$dDCT$$dUKAHL$$dOCLCQ$$dCHK$$dOCLCO$$dCGN$$dOCLCQ
001438150 049__ $$aISEA
001438150 050_4 $$aQA76.9.A43$$b.G53 2021
001438150 08204 $$a006.3/1$$223
001438150 1001_ $$aGiansiracusa, Noah,$$eauthor.
001438150 24510 $$aHow algorithms create and prevent fake news :$$bexploring the impacts of social media, deepfakes, GPT-3, and more /$$cNoah Giansiracusa.
001438150 264_1 $$a[Berkeley] :$$bApress,$$c[2021]
001438150 264_4 $$c©2021
001438150 300__ $$a1 online resource (xii, 235 pages) :$$billustrations
001438150 336__ $$atext$$btxt$$2rdacontent
001438150 337__ $$acomputer$$bc$$2rdamedia
001438150 338__ $$aonline resource$$bcr$$2rdacarrier
001438150 347__ $$atext file
001438150 347__ $$bPDF
001438150 504__ $$aIncludes bibliographical references and index.
001438150 5050_ $$a1. Perils of Pageview -- 2. Crafted by Computer -- 3. Deepfake Deception -- 4. Autoplay the Autocrats -- 5. Prevarication and the Polygraph -- 6. Gravitating to Google -- 7. Avarice of Advertising -- 8. Social Spread -- 9. Tools for Truth.
001438150 506__ $$aAccess limited to authorized users.
001438150 520__ $$aFrom deepfakes to GPT-3, deep learning is now powering a new assault on our ability to tell what's real and what's not, bringing a whole new algorithmic side to fake news. On the other hand, remarkable methods are being developed to help automate fact-checking and the detection of fake news and doctored media. Success in the modern business world requires you to understand these algorithmic currents, and to recognize the strengths, limits, and impacts of deep learning---especially when it comes to discerning the truth and differentiating fact from fiction. This book tells the stories of this algorithmic battle for the truth and how it impacts individuals and society at large. In doing so, it weaves together the human stories and what's at stake here, a simplified technical background on how these algorithms work, and an accessible survey of the research literature exploring these various topics. How Algorithms Create and Prevent Fake News is an accessible, broad account of the various ways that data-driven algorithms have been distorting reality and rendering the truth harder to grasp. From news aggregators to Google searches to YouTube recommendations to Facebook news feeds, the way we obtain information today is filtered through the lens of tech giant algorithms. The way data is collected, labelled, and stored has a big impact on the machine learning algorithms that are trained on it, and this is a main source of algorithmic bias which gets amplified in harmful data feedback loops. Dont be afraid: with this book youll see the remedies and technical solutions that are being applied to oppose these harmful trends. There is hope.
001438150 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed July 30, 2021).
001438150 650_0 $$aFake news$$xPrevention.
001438150 650_0 $$aDeepfakes$$xPrevention.
001438150 650_0 $$aComputer algorithms.
001438150 650_0 $$aMachine learning.
001438150 650_0 $$aSocial media.
001438150 650_0 $$aAlgorithms.
001438150 650_6 $$aAlgorithmes.
001438150 650_6 $$aApprentissage automatique.
001438150 650_6 $$aMédias sociaux.
001438150 655_0 $$aElectronic books.
001438150 77608 $$iPrint version:$$z1484271548$$z9781484271544$$w(OCoLC)1252411560
001438150 852__ $$bebk
001438150 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-1-4842-7155-1$$zOnline Access$$91397441.1
001438150 909CO $$ooai:library.usi.edu:1438150$$pGLOBAL_SET
001438150 980__ $$aBIB
001438150 980__ $$aEBOOK
001438150 982__ $$aEbook
001438150 983__ $$aOnline
001438150 994__ $$a92$$bISE