On the path to AI Law's prophecies and the conceptual foundations of the machine learning age /
This open access book explores machine learning and its impact on how we make sense of the world. It does so by bringing together two 'revolutions' in a surprising analogy: the revolution of machine learning, which has placed computing on the path to artificial intelligence, and the revolu...
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| Materyal Türü: | Elektronik Ekitap |
| Dil: | İngilizce |
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Cham :
Springer International Publishing : Imprint: Palgrave Macmillan,
2020.
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| Edisyon: | 1st ed. 2020. |
| Konular: | |
| Online Erişim: | Link to Metadata |
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| LEADER | 00000nam a22000005i 4500 | ||
|---|---|---|---|
| 001 | 978-3-030-43582-0 | ||
| 003 | DE-He213 | ||
| 005 | 20230810170622.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 200602s2020 sz | s |||| 0|eng d | ||
| 020 | |a 9783030435820 |9 978-3-030-43582-0 | ||
| 024 | 7 | |a 10.1007/978-3-030-43582-0 |2 doi | |
| 050 | 4 | |a Q175.4-.55 | |
| 072 | 7 | |a JF |2 bicssc | |
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| 072 | 7 | |a JB |2 thema | |
| 082 | 0 | 4 | |a 303.483 |2 23 |
| 100 | 1 | |a Grant, Thomas D. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a On the path to AI |h [electronic resource] : |b Law's prophecies and the conceptual foundations of the machine learning age / |c by Thomas D. Grant, Damon J. Wischik. |
| 250 | |a 1st ed. 2020. | ||
| 264 | 1 | |a Cham : |b Springer International Publishing : |b Imprint: Palgrave Macmillan, |c 2020. | |
| 300 | |a XXII, 147 p. 4 illus. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 505 | 0 | |a Prologue: Starting with logic -- CHAPTER 1: Two Revolutions -- CHAPTER 2: Getting past logic -- CHAPTER 3: Experience and data as input -- CHAPTER 4: Finding patterns as the path from input to output -- CHAPTER 5: Output as prophecy -- CHAPTER 6: Explanations of machine learning -- CHAPTER 7: Juries and other reliable predictors -- CHAPTER 8: Poisonous datasets, poisonous trees -- CHAPTER 9: From Holmes to AlphaGo -- CHAPTER 10:Conclusion -- EPILOGUE: Lessons in two directions. | |
| 506 | 0 | |a Open Access | |
| 520 | |a This open access book explores machine learning and its impact on how we make sense of the world. It does so by bringing together two 'revolutions' in a surprising analogy: the revolution of machine learning, which has placed computing on the path to artificial intelligence, and the revolution in thinking about the law that was spurred by Oliver Wendell Holmes Jr in the last two decades of the 19th century. Holmes reconceived law as prophecy based on experience, prefiguring the buzzwords of the machine learning age-prediction based on datasets. On the path to AI introduces readers to the key concepts of machine learning, discusses the potential applications and limitations of predictions generated by machines using data, and informs current debates amongst scholars, lawyers and policy makers on how it should be used and regulated wisely. Technologists will also find useful lessons learned from the last 120 years of legal grappling with accountability, explainability, and biased data. . | ||
| 650 | 0 | |a Science |x Social aspects. | |
| 650 | 0 | |a Human geography. | |
| 650 | 0 | |a Information technology |x Law and legislation. | |
| 650 | 0 | |a Mass media |x Law and legislation. | |
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 1 | 4 | |a Science and Technology Studies. |
| 650 | 2 | 4 | |a Human Geography. |
| 650 | 2 | 4 | |a IT Law, Media Law, Intellectual Property. |
| 650 | 2 | 4 | |a Artificial Intelligence. |
| 700 | 1 | |a Wischik, Damon J. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783030435813 |
| 776 | 0 | 8 | |i Printed edition: |z 9783030435837 |
| 856 | 4 | 0 | |u https://doi.org/10.1007/978-3-030-43582-0 |z Link to Metadata |
| 912 | |a ZDB-2-SLS | ||
| 912 | |a ZDB-2-SXS | ||
| 912 | |a ZDB-2-SOB | ||
| 950 | |a Social Sciences (SpringerNature-41176) | ||
| 950 | |a Social Sciences (R0) (SpringerNature-43726) | ||