Data Conscience algorithmic siege on our humanity
DATA CONSCIENCE ALGORITHMIC S1EGE ON OUR HUM4N1TY EXPLORE HOW D4TA STRUCTURES C4N HELP OR H1NDER SOC1AL EQU1TY Data has enjoyed 'bystander' status as we've attempted to digitize responsibility and morality in tech. In fact, data's importance should earn it a spot at the center of...
| Otros Autores: | |
|---|---|
| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Hoboken, New Jersey :
John Wiley & Sons, Incorporated
[2022]
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| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009703310106719 |
Tabla de Contenidos:
- Cover
- Title Page
- Copyright Page
- About the Author
- About the Technical Editor
- Acknowledgments
- Contents
- Foreword
- Introduction
- Part I Transparency
- Chapter 1 Oppression By. . .
- The Law
- The Science
- Summary
- Notes
- Recommended Reading
- Chapter 2 Morality
- Data Is All Around Us
- Morality and Technology
- Misconceptions of Data Ethics
- Limits of Tech and Data Ethics
- Summary
- Notes
- Chapter 3 Bias
- Types of Bias
- Before You Code
- Bias Messaging
- Summary
- Notes
- Chapter 4 Computational Thinking in Practice
- Ready to Code
- Algorithmic Justice Practice
- Code Cloning
- Summary
- Notes
- Part II Accountability
- Chapter 5 Messy Gathering Grove
- Ask the Why Question
- Collection
- Reformat
- Summary
- Notes
- Chapter 6 Inconsistent Storage Sanctuary
- Ask the "What" Question
- Files, Sheets, and the Cloud
- Modeling Content Associations
- Manipulating with SQL
- Summary
- Notes
- Chapter 7 Circus of Misguided Analysis
- Ask the "How" Question
- Misevaluating the "Cleaned" Dataset
- Overautomating k, K, and Thresholds
- Not Estimating Algorithmic Risk at Scale
- Summary
- Notes
- Chapter 8 Double-Edged Visualization Sword
- Ask the "When" Question
- Critiquing Visual Construction
- Pretty Picture Mirage
- Summary
- Notes
- Part III Governance
- Chapter 9 By the Law
- Federal and State Legislation
- International and Transatlantic Legislation
- Regulating the Tech Sector
- Summary
- Notes
- Chapter 10 By Algorithmic Influencers
- Group (Re)Think
- Flyaway Fairness
- Moderation Modes
- Summary
- Notes
- Chapter 11 By the Public
- Freeing the Underestimated
- Learning Data Civics
- Condemning the Original Stain
- Tech Safety in Numbers
- Summary
- Notes
- Appendix A Code for app.py
- A
- B
- C
- D
- Appendix B Code for screen.py
- A.
- B
- C
- Appendix C Code for search.py
- A
- B
- C
- D
- Appendix D Pseudocode for faceit.py
- Appendix E The Data Visualisation Catalogue's Visualization Types
- Appendix F Glossary
- Index
- EULA.
