The Ethical Algorithm: The Science of Socially Aware Algorithm Design
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The Ethical Algorithm: The Science of Socially Aware Algorithm Design
The Ethical Algorithm: The Science of Socially Aware Algorithm Design
Elementas #: 27135215

The Ethical Algorithm: The Science of Socially Aware Algorithm Design

89% of respondents would recommend this to a friend

Elementas #: 27135215

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What Stands Out

Social Awareness
Focuses on integrating ethical considerations into algorithm design, addressing modern challenges of bias and fairness in technology, making it ideal for socially responsible developers and businesses.
Illustrated Edition
Enhanced with visuals that simplify complex concepts, making it accessible to a wider audience including students, educators, and professionals looking to understand ethical algorithm design effectively.
Comprehensive Guides
Offers detailed frameworks and practical approaches for implementing ethical practices in algorithm development, providing invaluable insights for users aiming to create accountable and transparent technologies.

Produkto Aprašymas

Get The Ethical Algorithm: The Science of Socially Aware Algorithm Design at Ubuy Lithuania. Shop now for the best deals and worldwide delivery.
Publisher Oxford University Press
Publication date November 1, 2019
Edition Illustrated
Language English
Print length 230 pages
ISBN-10 0190948205
ISBN-13 978-0190948207
Item Weight 2.31 pounds (1.05 kg)
Dimensions 6.1 x 0.9 x 9.3 inches (15.5 x 2.3 x 23.6 cm)

Who Should Buy?

Suitable For
  • Data Scientists

    Ideal for data scientists looking to integrate ethical considerations into algorithm design and decision-making processes.

  • Policy Makers

    Beneficial for policy makers interested in understanding the impact of algorithms on society and ensuring responsible use.

  • Ethics Enthusiasts

    Great for individuals passionate about ethics in technology and wanting to explore socially responsible algorithm practices.

Not Suitable For
  • Casual Readers

    May not engage casual readers who prefer lighter, non-technical discussions over complex algorithmic ethics topics.

PRODUKTO APRAŠYMAS

The Ethical Algorithm: The Science of Socially Aware Algorithm Design

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Ethics Editorial Review

The Ethical Algorithm: The Science of Socially Aware Algorithm Design is a well-researched and easily digestible book for those interested in computer science, software development, data analytics, policy making, and technology. The author's exploration of various Constraints such as fairness, k-anonymity, differential privacy, and the process of analyzing data for research has helped readers better understand their work in terms of ethical data handling. The book is described as an excellent introduction to machine learning concepts and ethics in computer science, tackling the threats that AI and data mining pose to our society. However, some readers found the latter half of the book lacking, as the author proposes policymakers should choose among different accuracy/equity tradeoffs instead of creating a definition of algorithmic fairness. Overall, readers found the book to be a great introductory read with many clear and honest suggestions for minimizing AI risks.

Customer Reviews & Ratings

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Argumentai

  • Well-researched and informative
  • Great introduction to machine learning concepts and ethics in computer science
  • Clear and honest suggestions for minimizing AI risks
  • Easy to follow scientific descriptions and theories
  • Great examples

Minusai

  • Some readers found the latter half of the book lacking and a lazy solution

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