Book contents
- Data Science in Context
- Reviews
- Data Science in Context
- Copyright page
- Contents
- Figures
- Tables
- Preface
- Acknowledgments
- Introduction
- Part I Data Science
- Part II Applying Data Science
- Part III Challenges in Applying Data Science
- Chapter 8 Tractable Data
- Chapter 9 Building and Deploying Models
- Chapter 10 Dependability
- Chapter 11 Understandability
- Chapter 12 Setting the Right Objectives
- Chapter 13 Toleration of Failures
- Chapter 14 Ethical, Legal, and Societal Challenges
- Recap of Part III: Challenges in Applying Data Science
- Part IV Addressing Concerns
- Chapter 20 Concluding Thoughts
- Appendix Summary of Recommendations from Part IV
- About the Authors
- References
- Index
Chapter 14 - Ethical, Legal, and Societal Challenges
from Part III - Challenges in Applying Data Science
Published online by Cambridge University Press: 29 September 2022
- Data Science in Context
- Reviews
- Data Science in Context
- Copyright page
- Contents
- Figures
- Tables
- Preface
- Acknowledgments
- Introduction
- Part I Data Science
- Part II Applying Data Science
- Part III Challenges in Applying Data Science
- Chapter 8 Tractable Data
- Chapter 9 Building and Deploying Models
- Chapter 10 Dependability
- Chapter 11 Understandability
- Chapter 12 Setting the Right Objectives
- Chapter 13 Toleration of Failures
- Chapter 14 Ethical, Legal, and Societal Challenges
- Recap of Part III: Challenges in Applying Data Science
- Part IV Addressing Concerns
- Chapter 20 Concluding Thoughts
- Appendix Summary of Recommendations from Part IV
- About the Authors
- References
- Index
Summary
This chapter explores data science’s broad legal issues and some previously undiscussed societal (primarily economic) implications of data science. Importantly, this chapter continues the ethics thread begun in Chapters 3 and 7 with a pragmatic discussion of the challenges of internalizing ethical considerations in organizations that apply data science.
- Type
- Chapter
- Information
- Data Science in ContextFoundations, Challenges, Opportunities, pp. 212 - 226Publisher: Cambridge University PressPrint publication year: 2022