From Algorithms to Thinking Machines: The New Digital Power
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York City
Morgan & Claypool Publishers
2023
|
| Ausgabe: | 1st ed |
| Schriftenreihe: | ACM Bks
|
| Online-Zugang: | DE-2070s |
| Beschreibung: | Description based on publisher supplied metadata and other sources |
| Beschreibung: | 1 Online-Ressource (360 Seiten) |
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| 505 | 8 | |a Intro -- Cover -- Halftitle -- Title Page -- Copyright Page -- Dedication -- Contents -- Prologue -- Acknowledgments -- References -- Chapter 1 Algorithms-From Mathematics to People -- 1.1 Introducing Algorithms -- 1.2 Babylonian Algorithms -- 1.3 Other Ancient Algorithms -- 1.4 Euclid's Algorithm -- 1.5 Fibonacci and His Numbers -- 1.6 A Few Simple Examples of Algorithms -- 1.7 Algorithms and Computers -- 1.8 Algorithms and the Internet -- 1.9 Algorithms in Our Daily Life -- References -- Chapter 2 From Algorithms to Software -- 2.1 Hilbert, Gödel, and Turing -- 2.2 John von Neumann and the EDVAC -- 2.3 Bit, Bytes, and Boolean Algebra -- 2.4 Programs and Software -- 2.5 High-level Languages, Concepts, and Evolution -- 2.6 Source and Executable Code -- 2.7 Software Applications -- References -- Chapter 3 Algorithms and Data-The Pillars of Our Future -- 3.1 Data Storing and Abstract Structures -- 3.2 Data in Files -- 3.3 Data in Databases -- 3.4 Data in the Web -- 3.5 The Era of Big Data -- 3.6 Data Science -- 3.7 Data-intensive Applications -- References -- Chapter 4 The Age of Machine Intelligence -- 4.1 Machine Intelligence -- 4.2 Birth and Evolution of Artificial Intelligence -- 4.3 Learning from Data -- 4.4 Machine Learning Algorithms -- 4.5 Neural Networks and Deep Learning Models -- References -- Chapter 5 Living with Algorithms -- 5.1 Algorithms in Our Lives -- 5.2 Software Intelligence in Searching the Web -- 5.3 Social Media Algorithms -- 5.4 Programming Self-driving Cars -- 5.5 Intelligent Algorithms at School -- 5.6 Algorithmic Art -- References -- Chapter 6 Working with Algorithms -- 6.1 Machine Intelligence for the Fourth Industrial Revolution -- 6.2 Everytime Workers -- 6.3 Working with Robots -- 6.4 AI Algorithms and Gig Workers -- 6.5 Learning Algorithms for Healthcare -- 6.6 AI for Energy and Green AI. | |
| 505 | 8 | |a 6.7 AI for Finance and Trading -- 6.8 AI in the Public Sector -- References -- Chapter 7 Algorithm Biases and Values -- 7.1 Human Values in Automatic Procedures -- 7.2 Human Biases and Algorithms -- 7.3 Algorithmic Biases -- 7.4 Toward Responsible Algorithms -- 7.5 Biases in Data -- 7.6 Ethics in Software -- 7.7 Human Alignment of AI -- References -- Chapter 8 Algorithms and Politics -- 8.1 Algorithms, Information, and Democracy -- 8.2 Digitalization of Politics -- 8.3 Algorithmic Hegemony -- 8.4 Marcuse and the Digital Man -- 8.5 Political Influence -- 8.6 Politicians Replaced by AI? -- References -- Chapter 9 Ruling Algorithms -- 9.1 From Surveillance Capitalism to Politics -- 9.2 AI Technology for Citizens' Surveillance -- 9.3 Algocracy -- 9.4 Governmentality and Algorithms -- 9.5 The Chinese Social Credit System and Similar Systems -- References -- Chapter 10 Ruling Algorithms -- 10.1 Introduction to Algorithm Accountability -- 10.2 Algorithm Transparency and Opacity -- 10.3 Explainability of AI Algorithms -- 10.4 Some Final Remarks -- References -- Chapter 11 The Non-computable -- 11.1 The Limits of Computation -- 11.2 Other Non-computable Problems -- 11.3 On the Computability of Machine and Human Intelligence -- 11.4 A Few Final Remarks -- References -- Author's Biography -- Index | |
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Datensatz im Suchindex
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| author | Talia, Domenico |
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| contents | Intro -- Cover -- Halftitle -- Title Page -- Copyright Page -- Dedication -- Contents -- Prologue -- Acknowledgments -- References -- Chapter 1 Algorithms-From Mathematics to People -- 1.1 Introducing Algorithms -- 1.2 Babylonian Algorithms -- 1.3 Other Ancient Algorithms -- 1.4 Euclid's Algorithm -- 1.5 Fibonacci and His Numbers -- 1.6 A Few Simple Examples of Algorithms -- 1.7 Algorithms and Computers -- 1.8 Algorithms and the Internet -- 1.9 Algorithms in Our Daily Life -- References -- Chapter 2 From Algorithms to Software -- 2.1 Hilbert, Gödel, and Turing -- 2.2 John von Neumann and the EDVAC -- 2.3 Bit, Bytes, and Boolean Algebra -- 2.4 Programs and Software -- 2.5 High-level Languages, Concepts, and Evolution -- 2.6 Source and Executable Code -- 2.7 Software Applications -- References -- Chapter 3 Algorithms and Data-The Pillars of Our Future -- 3.1 Data Storing and Abstract Structures -- 3.2 Data in Files -- 3.3 Data in Databases -- 3.4 Data in the Web -- 3.5 The Era of Big Data -- 3.6 Data Science -- 3.7 Data-intensive Applications -- References -- Chapter 4 The Age of Machine Intelligence -- 4.1 Machine Intelligence -- 4.2 Birth and Evolution of Artificial Intelligence -- 4.3 Learning from Data -- 4.4 Machine Learning Algorithms -- 4.5 Neural Networks and Deep Learning Models -- References -- Chapter 5 Living with Algorithms -- 5.1 Algorithms in Our Lives -- 5.2 Software Intelligence in Searching the Web -- 5.3 Social Media Algorithms -- 5.4 Programming Self-driving Cars -- 5.5 Intelligent Algorithms at School -- 5.6 Algorithmic Art -- References -- Chapter 6 Working with Algorithms -- 6.1 Machine Intelligence for the Fourth Industrial Revolution -- 6.2 Everytime Workers -- 6.3 Working with Robots -- 6.4 AI Algorithms and Gig Workers -- 6.5 Learning Algorithms for Healthcare -- 6.6 AI for Energy and Green AI. 6.7 AI for Finance and Trading -- 6.8 AI in the Public Sector -- References -- Chapter 7 Algorithm Biases and Values -- 7.1 Human Values in Automatic Procedures -- 7.2 Human Biases and Algorithms -- 7.3 Algorithmic Biases -- 7.4 Toward Responsible Algorithms -- 7.5 Biases in Data -- 7.6 Ethics in Software -- 7.7 Human Alignment of AI -- References -- Chapter 8 Algorithms and Politics -- 8.1 Algorithms, Information, and Democracy -- 8.2 Digitalization of Politics -- 8.3 Algorithmic Hegemony -- 8.4 Marcuse and the Digital Man -- 8.5 Political Influence -- 8.6 Politicians Replaced by AI? -- References -- Chapter 9 Ruling Algorithms -- 9.1 From Surveillance Capitalism to Politics -- 9.2 AI Technology for Citizens' Surveillance -- 9.3 Algocracy -- 9.4 Governmentality and Algorithms -- 9.5 The Chinese Social Credit System and Similar Systems -- References -- Chapter 10 Ruling Algorithms -- 10.1 Introduction to Algorithm Accountability -- 10.2 Algorithm Transparency and Opacity -- 10.3 Explainability of AI Algorithms -- 10.4 Some Final Remarks -- References -- Chapter 11 The Non-computable -- 11.1 The Limits of Computation -- 11.2 Other Non-computable Problems -- 11.3 On the Computability of Machine and Human Intelligence -- 11.4 A Few Final Remarks -- References -- Author's Biography -- Index |
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| language | English |
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| spelling | Talia, Domenico Verfasser aut From Algorithms to Thinking Machines The New Digital Power 1st ed New York City Morgan & Claypool Publishers 2023 ©2023 1 Online-Ressource (360 Seiten) txt rdacontent c rdamedia cr rdacarrier ACM Bks Description based on publisher supplied metadata and other sources Intro -- Cover -- Halftitle -- Title Page -- Copyright Page -- Dedication -- Contents -- Prologue -- Acknowledgments -- References -- Chapter 1 Algorithms-From Mathematics to People -- 1.1 Introducing Algorithms -- 1.2 Babylonian Algorithms -- 1.3 Other Ancient Algorithms -- 1.4 Euclid's Algorithm -- 1.5 Fibonacci and His Numbers -- 1.6 A Few Simple Examples of Algorithms -- 1.7 Algorithms and Computers -- 1.8 Algorithms and the Internet -- 1.9 Algorithms in Our Daily Life -- References -- Chapter 2 From Algorithms to Software -- 2.1 Hilbert, Gödel, and Turing -- 2.2 John von Neumann and the EDVAC -- 2.3 Bit, Bytes, and Boolean Algebra -- 2.4 Programs and Software -- 2.5 High-level Languages, Concepts, and Evolution -- 2.6 Source and Executable Code -- 2.7 Software Applications -- References -- Chapter 3 Algorithms and Data-The Pillars of Our Future -- 3.1 Data Storing and Abstract Structures -- 3.2 Data in Files -- 3.3 Data in Databases -- 3.4 Data in the Web -- 3.5 The Era of Big Data -- 3.6 Data Science -- 3.7 Data-intensive Applications -- References -- Chapter 4 The Age of Machine Intelligence -- 4.1 Machine Intelligence -- 4.2 Birth and Evolution of Artificial Intelligence -- 4.3 Learning from Data -- 4.4 Machine Learning Algorithms -- 4.5 Neural Networks and Deep Learning Models -- References -- Chapter 5 Living with Algorithms -- 5.1 Algorithms in Our Lives -- 5.2 Software Intelligence in Searching the Web -- 5.3 Social Media Algorithms -- 5.4 Programming Self-driving Cars -- 5.5 Intelligent Algorithms at School -- 5.6 Algorithmic Art -- References -- Chapter 6 Working with Algorithms -- 6.1 Machine Intelligence for the Fourth Industrial Revolution -- 6.2 Everytime Workers -- 6.3 Working with Robots -- 6.4 AI Algorithms and Gig Workers -- 6.5 Learning Algorithms for Healthcare -- 6.6 AI for Energy and Green AI. 6.7 AI for Finance and Trading -- 6.8 AI in the Public Sector -- References -- Chapter 7 Algorithm Biases and Values -- 7.1 Human Values in Automatic Procedures -- 7.2 Human Biases and Algorithms -- 7.3 Algorithmic Biases -- 7.4 Toward Responsible Algorithms -- 7.5 Biases in Data -- 7.6 Ethics in Software -- 7.7 Human Alignment of AI -- References -- Chapter 8 Algorithms and Politics -- 8.1 Algorithms, Information, and Democracy -- 8.2 Digitalization of Politics -- 8.3 Algorithmic Hegemony -- 8.4 Marcuse and the Digital Man -- 8.5 Political Influence -- 8.6 Politicians Replaced by AI? -- References -- Chapter 9 Ruling Algorithms -- 9.1 From Surveillance Capitalism to Politics -- 9.2 AI Technology for Citizens' Surveillance -- 9.3 Algocracy -- 9.4 Governmentality and Algorithms -- 9.5 The Chinese Social Credit System and Similar Systems -- References -- Chapter 10 Ruling Algorithms -- 10.1 Introduction to Algorithm Accountability -- 10.2 Algorithm Transparency and Opacity -- 10.3 Explainability of AI Algorithms -- 10.4 Some Final Remarks -- References -- Chapter 11 The Non-computable -- 11.1 The Limits of Computation -- 11.2 Other Non-computable Problems -- 11.3 On the Computability of Machine and Human Intelligence -- 11.4 A Few Final Remarks -- References -- Author's Biography -- Index Erscheint auch als Druck-Ausgabe Talia, Domenico From Algorithms to Thinking Machines New York City : Morgan & Claypool Publishers,c2023 |
| spellingShingle | Talia, Domenico From Algorithms to Thinking Machines The New Digital Power Intro -- Cover -- Halftitle -- Title Page -- Copyright Page -- Dedication -- Contents -- Prologue -- Acknowledgments -- References -- Chapter 1 Algorithms-From Mathematics to People -- 1.1 Introducing Algorithms -- 1.2 Babylonian Algorithms -- 1.3 Other Ancient Algorithms -- 1.4 Euclid's Algorithm -- 1.5 Fibonacci and His Numbers -- 1.6 A Few Simple Examples of Algorithms -- 1.7 Algorithms and Computers -- 1.8 Algorithms and the Internet -- 1.9 Algorithms in Our Daily Life -- References -- Chapter 2 From Algorithms to Software -- 2.1 Hilbert, Gödel, and Turing -- 2.2 John von Neumann and the EDVAC -- 2.3 Bit, Bytes, and Boolean Algebra -- 2.4 Programs and Software -- 2.5 High-level Languages, Concepts, and Evolution -- 2.6 Source and Executable Code -- 2.7 Software Applications -- References -- Chapter 3 Algorithms and Data-The Pillars of Our Future -- 3.1 Data Storing and Abstract Structures -- 3.2 Data in Files -- 3.3 Data in Databases -- 3.4 Data in the Web -- 3.5 The Era of Big Data -- 3.6 Data Science -- 3.7 Data-intensive Applications -- References -- Chapter 4 The Age of Machine Intelligence -- 4.1 Machine Intelligence -- 4.2 Birth and Evolution of Artificial Intelligence -- 4.3 Learning from Data -- 4.4 Machine Learning Algorithms -- 4.5 Neural Networks and Deep Learning Models -- References -- Chapter 5 Living with Algorithms -- 5.1 Algorithms in Our Lives -- 5.2 Software Intelligence in Searching the Web -- 5.3 Social Media Algorithms -- 5.4 Programming Self-driving Cars -- 5.5 Intelligent Algorithms at School -- 5.6 Algorithmic Art -- References -- Chapter 6 Working with Algorithms -- 6.1 Machine Intelligence for the Fourth Industrial Revolution -- 6.2 Everytime Workers -- 6.3 Working with Robots -- 6.4 AI Algorithms and Gig Workers -- 6.5 Learning Algorithms for Healthcare -- 6.6 AI for Energy and Green AI. 6.7 AI for Finance and Trading -- 6.8 AI in the Public Sector -- References -- Chapter 7 Algorithm Biases and Values -- 7.1 Human Values in Automatic Procedures -- 7.2 Human Biases and Algorithms -- 7.3 Algorithmic Biases -- 7.4 Toward Responsible Algorithms -- 7.5 Biases in Data -- 7.6 Ethics in Software -- 7.7 Human Alignment of AI -- References -- Chapter 8 Algorithms and Politics -- 8.1 Algorithms, Information, and Democracy -- 8.2 Digitalization of Politics -- 8.3 Algorithmic Hegemony -- 8.4 Marcuse and the Digital Man -- 8.5 Political Influence -- 8.6 Politicians Replaced by AI? -- References -- Chapter 9 Ruling Algorithms -- 9.1 From Surveillance Capitalism to Politics -- 9.2 AI Technology for Citizens' Surveillance -- 9.3 Algocracy -- 9.4 Governmentality and Algorithms -- 9.5 The Chinese Social Credit System and Similar Systems -- References -- Chapter 10 Ruling Algorithms -- 10.1 Introduction to Algorithm Accountability -- 10.2 Algorithm Transparency and Opacity -- 10.3 Explainability of AI Algorithms -- 10.4 Some Final Remarks -- References -- Chapter 11 The Non-computable -- 11.1 The Limits of Computation -- 11.2 Other Non-computable Problems -- 11.3 On the Computability of Machine and Human Intelligence -- 11.4 A Few Final Remarks -- References -- Author's Biography -- Index |
| title | From Algorithms to Thinking Machines The New Digital Power |
| title_auth | From Algorithms to Thinking Machines The New Digital Power |
| title_exact_search | From Algorithms to Thinking Machines The New Digital Power |
| title_full | From Algorithms to Thinking Machines The New Digital Power |
| title_fullStr | From Algorithms to Thinking Machines The New Digital Power |
| title_full_unstemmed | From Algorithms to Thinking Machines The New Digital Power |
| title_short | From Algorithms to Thinking Machines |
| title_sort | from algorithms to thinking machines the new digital power |
| title_sub | The New Digital Power |
| work_keys_str_mv | AT taliadomenico fromalgorithmstothinkingmachinesthenewdigitalpower |