The Ethical Algorithm: The Science of Socially Aware Algorithm Design
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The Ethical Algorithm: The Science of Socially Aware Algorithm Design
Understanding and improving the science behind the algorithms that run our lives is rapidly becoming one of the most pressing issues of this century.
The Ethical Algorithm: The Science of Socially Aware Algorithm Design
Numéro d'article: 27135215

The Ethical Algorithm: The Science of Socially Aware Algorithm Design

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Numéro d'article: 27135215

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Ce qui se démarque

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.

Détails du produit

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  • Algorithms have become powerful mediators of daily life, making our lives more efficient, entertaining, and better informed.
  • However, complex algorithms are also increasingly violating the basic rights of individual citizens, leaking sensitive personal information and reflecting bias in various statistical models.
  • The book 'The Ethical Algorithm' addresses the pressing issue of understanding and improving the science behind these algorithms.
  • It offers principled solutions based on the emerging science of socially aware algorithm design and proposes embedding human principles into machine code without hindering data-driven scientific exploration.
  • The authors, Michael Kearns and Aaron Roth, weave together innovative research with real stories to offer a compelling vision for a future where humans can be better protected from the unintended impacts of algorithms while inspiring advances in technology.
  • The book provides a new approach to addressing the ethical challenges posed by the increasing influence of algorithms, offering a valuable perspective for citizens, scientists, and activists.
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)

À qui est-ce destiné ?

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.

DESCRIPTION DU PRODUIT

The Ethical Algorithm: The Science of Socially Aware Algorithm Design

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Questions et réponses des clients

  • question: What is 'The Ethical Algorithm' about?

    répondre: The Ethical Algorithm delves into the intricate relationship between algorithm design and social responsibility. It emphasizes the need for algorithms that consider ethical implications and societal values. By blending theoretical concepts with real-world examples, the book provides insight into how technology shapes our interactions and decisions. Readers can appreciate how an ethical approach to algorithm design can lead to more equitable outcomes, particularly in fields such as artificial intelligence and data-driven decision making.
  • question: Who is the author of 'The Ethical Algorithm'?

    répondre: 'The Ethical Algorithm' is authored by Michael Kearns and Aaron Roth, esteemed experts in computer science and machine learning. Their combined expertise brings forth critical discussions on the ethical dimensions of algorithmic design. Leveraging their backgrounds, they offer readers a nuanced understanding of machine learning, enabling them to discern how algorithms affect everyday life and societal structures, paving the way for a more conscientious approach to technology.
  • question: What makes this edition illustrated?

    répondre: The Illustrated Edition of 'The Ethical Algorithm' enriches the reading experience with visual aids that complement the text. These illustrations help clarify complex concepts and present data in an accessible format, making it easier for readers to grasp abstract ideas. This format is particularly beneficial for visual learners, as it enhances understanding and retention of information, making the lessons on ethical algorithms more impactful and memorable.
  • question: Why is ethical algorithm design important?

    répondre: Ethical algorithm design is crucial because algorithms increasingly influence societal outcomes, impacting areas like employment, privacy, and justice. As technology pervades daily life, the implications of biased or poorly designed algorithms can lead to unfair treatment and social inequality. By prioritizing ethical considerations, designers can ensure that algorithms promote fairness, accountability, and transparency, fostering trust in technological advancements and benefiting society as a whole.
  • question: Can 'The Ethical Algorithm' be useful for business professionals?

    répondre: 'The Ethical Algorithm' is especially valuable for business professionals who leverage data analytics or AI in their operations. Understanding the ethical implications of algorithm design helps organizations navigate challenges related to bias and discrimination. By applying insights from the book, professionals can implement responsible practices that not only enhance their brand's reputation but also contribute positively to societal welfare, ensuring that their business decisions are both profitable and principled.
  • question: Is this book suitable for beginners in technology?

    répondre: 'The Ethical Algorithm' is well-suited for beginners, as it presents complex topics in a clear and engaging manner. The authors take care to define technical terms and concepts, making it accessible to readers without a strong background in technology. This foundation enables newcomers to appreciate the societal impacts of technology and encourages them to engage critically with how algorithms shape everyday experiences and decision-making processes.
  • question: What topics are covered in 'The Ethical Algorithm'?

    répondre: The book covers a variety of topics including fairness in machine learning, privacy issues, and the broader impacts of algorithmic decision-making on society. Each chapter provides insights into specific areas of ethical concern, often supported by case studies and real-world examples. These comprehensive discussions equip readers with the knowledge needed to critically evaluate algorithms and their outcomes, fostering informed discussions about their use and implications in various industries.
  • question: How can 'The Ethical Algorithm' influence policy makers?

    répondre: 'The Ethical Algorithm' serves as a crucial resource for policymakers by shedding light on the intersection of technology and ethics. The discussions present data-driven insights that can guide legislative efforts towards responsible technology use. Policymakers can use the concepts outlined in the book to create regulations that promote ethical algorithm design, ensuring that emerging technologies contribute to social good and adhere to principles of fairness and transparency.
  • question: What are the benefits of understanding algorithms ethically?

    répondre: Understanding algorithms through an ethical lens offers numerous benefits, including the ability to identify and mitigate biases, enhance user trust, and promote social responsibility. An ethical framework encourages developers to consider the societal consequences of their designs, leading to more inclusive technologies. By prioritizing ethics, individuals and organizations can work towards solutions that support diversity, equity, and the overall well-being of society, creating a more positive impact.
  • question: Where can I buy 'The Ethical Algorithm: The Science of Socially Aware Algorithm Design Illustrated Edition' in Senegal?

    répondre: You can purchase 'The Ethical Algorithm: The Science of Socially Aware Algorithm Design Illustrated Edition' in Senegal from Ubuy, which offers a variety of options for acquiring the book. Ubuy specializes in providing access to international products, ensuring you receive your desired edition with ease. With a user-friendly interface and comprehensive product details, Ubuy makes it convenient for you to explore this must-read title on algorithm ethics.

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Caractéristiques et avantages

  • Algorithms have become powerful mediators of daily life
  • They sometimes violate the basic rights of individuals through biases and data leaks
  • Improving the science behind algorithms is becoming one of the most pressing issues of this century
  • The Ethical Algorithm offers a set of principled solutions based on socially aware algorithm design
  • The book weaves together innovative research with stories of citizens and activists on the forefront
  • It offers a vision for a future with both ethical algorithms and technological advancements

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