On the path to AI (Record no. 49948)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04069nam a22005895i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-030-43582-0 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20201217111540.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 200602s2020 gw | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783030435820 |
| Local codes | 978-3-030-43582-0 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/978-3-030-43582-0 |
| Source of number or code | doi |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | JHB |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | SOC026000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | JHB |
| Source | thema |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 303.483 |
| Edition number | 23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Grant, Thomas D. |
| 9 (RLIN) | 101921 |
| 245 10 - TITLE STATEMENT | |
| Title | On the path to AI |
| Medium | [electronic resource] : |
| Remainder of title | Law's prophecies and the conceptual foundations of the machine learning age / |
| Statement of responsibility, etc. | by Thomas D. Grant, Damon J. Wischik. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2020. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Cham : |
| Name of producer, publisher, distributor, manufacturer | Springer International Publishing : |
| -- | Imprint: Palgrave Macmillan, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2020. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | XXII, 147 p. 4 illus. |
| Other physical details | online resource. |
| 336 ## - CONTENT TYPE | |
| Content type code | txt |
| 337 ## - MEDIA TYPE | |
| Media type code | c |
| 338 ## - CARRIER TYPE | |
| Carrier type code | cr |
| 347 ## - DIGITAL FILE CHARACTERISTICS | |
| File type | text file |
| Encoding format | |
| Source | rda |
| 500 ## - GENERAL NOTE | |
| General note | IT Carlow ebook |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 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# - RESTRICTIONS ON ACCESS NOTE | |
| Terms governing access | Open Access |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | 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 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Technology-Sociological aspects. |
| 9 (RLIN) | 101922 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Human geography. |
| 9 (RLIN) | 1269 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Mass media. |
| 9 (RLIN) | 101923 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Law. |
| 9 (RLIN) | 101924 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Artificial intelligence. |
| 9 (RLIN) | 1448 |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Science and Technology Studies. |
| Authority record control number or standard number | https://scigraph.springernature.com/ontologies/product-market-codes/X22270 |
| 9 (RLIN) | 101925 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Human Geography. |
| Authority record control number or standard number | https://scigraph.springernature.com/ontologies/product-market-codes/X26000 |
| 9 (RLIN) | 1269 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | IT Law, Media Law, Intellectual Property. |
| Authority record control number or standard number | https://scigraph.springernature.com/ontologies/product-market-codes/R15009 |
| 9 (RLIN) | 101926 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Artificial Intelligence. |
| Authority record control number or standard number | https://scigraph.springernature.com/ontologies/product-market-codes/I21000 |
| 9 (RLIN) | 1448 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Wischik, Damon J. |
| 9 (RLIN) | 101927 |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
| 9 (RLIN) | 30940 |
| 773 0# - HOST ITEM ENTRY | |
| Title | Springer Nature eBook |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9783030435813 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9783030435837 |
| 856 0# - ELECTRONIC LOCATION AND ACCESS | |
| Link text | Send a message to library staff if access to this online resource is unavailable |
| Uniform Resource Identifier | <a href="https://tinyurl.com/y2hljxwd">https://tinyurl.com/y2hljxwd</a> |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Link text | Link to Springer open access ebook |
| Uniform Resource Identifier | <a href="https://doi.org/10.1007/978-3-030-43582-0">https://doi.org/10.1007/978-3-030-43582-0</a> |
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| -- | ZDB-2-SLS |
| 912 ## - | |
| -- | ZDB-2-SXS |
| 912 ## - | |
| -- | ZDB-2-SOB |
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