Category: Book

Discriminating Data

Alternative Algorithms, Defaults, Dirty Data, Innate Bias, Interdisciplinary, Racial Bias

Author: Wendy Hui Kyong Chun; Publisher: MIT Press; Publication Year: 2021. The following book discusses the innate bias that comes from dirty data and how removing indicators of race will not remove bias from artificial…
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The Hitchhiker’s Guide to Responsible Machine Learning

COVID-19, DALEX Package, Explainable Artificial Intelligence Concepts, Workflow, XAI

Author: Przemysław Biecek, Anna Kozak, Aleksander Zawada; Publisher: GitHub; Publication Year: 2022. The following comic focusses on the need to learn the importance and application of different Explainable Artificial Intelligence (XAI) concepts and methods in…
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Eight Best Books on AI Ethics and Bias

AI Bias, AI Ethics

Author: Nivash Jeevanandam; Publisher: India AI; Publication Year: 2022. The following article provides a list and brief summary of eight books that address AI ethics and bias…
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Why Privacy Matters

Digital Society, Digital World, Human Flourishing, Individuality, Political Freedom

Author: Neil Richards; Publisher: Oxford University Press; Publication Year: 2021. The following book talks about the digital world and how our current society has evolved into becoming a completely digital one. The author talks about…
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Ethics and Data Science

Consent, Consequences, Control, Data Collection, Data Interpretation, Data Modeling, Guidelines, Model Implementation

Author: Mike Loukides, Hilary Mason, DJ Patil; Publisher: O’Reilly; Publication Year: 2018. The following book focuses on implementing ethical guidelines into data scientists’ daily work. The authors provide 5 framing guidelines: consent, clarity, consistency, control,…
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Artificial Unintelligence

Artificial Intelligence, Computer Technology

Author: Meredith Broussard; Publisher: The MIT Press; Publication Year: 2018. The following book argues that our collective enthusiasm for applying computer technology to every aspect of life has resulted in a tremendous amount of poorly…
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Beyond Data Human Rights, Ethical and Social Impact Assessment in AI

Artificial Intelligence, Data Protection, Human Rights, Risk Assessment, Societal Values

Author: Alessandro Mantelero; Publisher: Open Access; Publication Year: 2022. The following section of this book focuses on the impact of artificial intelligence (AI) on individuals and society from a legal perspective, providing a comprehensive risk-based…
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Justice for “Data Janitors”

Amazon, Artificial Intelligence, Automation, Data Cleaning, Displaced Work, Machine Learning, Mechanical Turk, Training Data

Author: Lilly Irani; Publisher: Public Books; Publication Year: 2015. The following article describes how when things in the technology world become automated, the work that is being “replaced” is not actually replaced, but displaced. For…
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The Ethics of Using Social Media Data in Research: A New Framework

Data Collection, Facebook, Social Media, Twitter

Author: Leanne Townsend, Claire Wallace; Publisher: Emerald Insight; Publication Year: 2017. The following book chapter talks about how over the past decade, the number of people engaging with social media has grown rapidly. This means…
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