Chapter 11: Transparency and Accountability

Chapters in this book

1. Frontmatter i
2. Contents v
3. Preface xxi
4. Chapter 1: Introduction to Data Ethics 1
5. Chapter 2: The Importance of Data Ethics 19
6. Chapter 3: Core Ethics in Data Governance 35
7. Chapter 4: Ethical Principles in Data Collection 47
8. Chapter 5: Privacy in Data Ethics 65
9. Chapter 6: Security in Data Ethics 79
10. Chapter 7: Ethical Data Usage and Minimization 89
11. Chapter 8: Data Bias 107
12. Chapter 9: Data Bias Mitigation 121
13. Chapter 10: Bias in Computer Systems 131
14. Chapter 11: Transparency and Accountability 143
15. Chapter 12: Ethical AI: Tackling Bias and Fairness 163
16. Chapter 13: Ethical Implications of AI in Decision-Making Systems 185
17. Chapter 14: Ethical Implications of Big Data Analytics 213
18. Chapter 15: Data Ethics in Business Contexts 231
19. Chapter 16: Regulatory Frameworks and Compliance 245
20. Chapter 17: The Future of Data Ethics 257
21. Appendix: Case Studies 269
22. Index 297