ACHIEVING FAIRNESS PDF Download

Author: KAREN. BUSBY
Publisher:
ISBN: 9780779892297
Category :
Languages : en
Pages :

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Author: Jianye Hao
Publisher: Springer
ISBN: 3662494701
Category : Technology & Engineering
Languages : en
Pages : 178

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This book mainly aims at solving the problems in both cooperative and competitive multi-agent systems (MASs), exploring aspects such as how agents can effectively learn to achieve the shared optimal solution based on their local information and how they can learn to increase their individual utility by exploiting the weakness of their opponents. The book describes fundamental and advanced techniques of how multi-agent systems can be engineered towards the goal of ensuring fairness, social optimality, and individual rationality; a wide range of further relevant topics are also covered both theoretically and experimentally. The book will be beneficial to researchers in the fields of multi-agent systems, game theory and artificial intelligence in general, as well as practitioners developing practical multi-agent systems.

Author: Heinz-Dieter Meyer
Publisher: Springer Science & Business Media
ISBN: 9462092303
Category : Education
Languages : en
Pages : 308

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The purpose of this volume is to help jump-start an urgently needed conversation about fairness and justice in access to higher education to counteract the ubiquitous mantras of neoliberal globalization and managerialism. The book seeks to carve out a strong moral and normative basis for opposing mainstream developments that engender increasing inequality and market-dependency in higher education. The book’s chapters consider how different national communities channel access to higher education, what their “implicit social contracts” are, and what outcomes are produced by different policies and methods. The book is essential reading for scholars of higher education and students concerned with increasing inequality in a globalizing educational marketplace.

Author: John D Jackson
Publisher: Bloomsbury Publishing
ISBN: 1782258361
Category : Law
Languages : en
Pages : 378

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This volume considers the way in which the focus on individual rights may constitute an obstacle to ensuring fairness in criminal proceedings. The increasingly cosmopolitan nature of criminal justice, forcing legal systems with different institutional forms and practices to interact with each other as they attempt to combat crime beyond national borders, has accentuated the need for systems to seek legitimacy beyond their domestic traditions. Fairness, expressed in terms of the right to a fair trial in provisions such as Article 6 of the European Convention on Human Rights, has emerged across Europe as the principal means of guaranteeing the legitimacy of criminal proceedings. The consequence of this is that criminal procedure doctrines are framed overwhelmingly in 'constitutional' terms – the protection of defence rights is necessary to restrict and legitimate the state's mandate to prosecute crime. Yet there are various problems with relying solely or predominantly on defence rights as a means of ensuring that proceedings are 'fair' or legitimate and these issues are rarely discussed in the academic literature. In this volume, scholars from the disciplines of law, philosophy and sociology challenge various normative assumptions underpinning our understanding of fairness in criminal proceedings.

Author: United States. Congress. Senate. Committee on Commerce. Subcommittee on Communications
Publisher:
ISBN:
Category : Fairness doctrine (Broadcasting)
Languages : en
Pages : 460

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Author: Marc Fleurbaey
Publisher: OUP Oxford
ISBN: 0191607576
Category : Business & Economics
Languages : en
Pages : 306

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What is a fair distribution of resources and other goods when individuals are partly responsible for their achievements? This book develops a theory of fairness incorporating a concern for personal responsibility, opportunities and freedom. With a critical perspective, it makes accessible the recent developments in economics and philosophy that define social justice in terms of equal opportunities. It also proposes new perspectives and original ideas. The book separates mathematical sections from the rest of the text, so that the main concepts and ideas are easily accessible to non-technical readers. It is often thought that responsibility is a complex notion, but this monograph proposes a simple analytical framework that makes it possible to disentangle the different concepts of fairness that deal with neutralizing inequalities for which the individuals are not held responsible, rewarding their effort, respecting their choices, or staying neutral with respect to their responsibility sphere. It dwells on paradoxes and impossibilities only as a way to highlight important ethical options and always proposes solutions and reasonable compromises among the conflicting values surrounding equality and responsibility. The theory is able to incorporate disincentive problems and is illustrated in the examination of applied policy issues such as: income redistribution when individuals may be held responsible for their choices of labor supply or education; social and private insurance when individuals may be held responsible for their risky lifestyle; second chance policies; the measurement of inequality of opportunities and social mobility.

Author: International Trade Centre
Publisher: United Nations
ISBN: 9213615019
Category : Political Science
Languages : en
Pages : 160

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This new Report concludes that market access begins at home. It argues that further reducing barriers to trade between developing countries needs to be an essential part of the way forward. The report is the first of an annual series on market access issues and focuses on reducing global poverty by improving market entry and trade transparency for developing countries. In this Report, a new methodology was applied, offering more accurate estimates of global poverty distribution and the impact of export growth on poverty.

Author: Animesh Mukherjee
Publisher: Springer Nature
ISBN: 9819971845
Category : Technology & Engineering
Languages : en
Pages : 150

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This book is a collection of chapters in the newly developing area of ethics in artificial intelligence. The book comprises chapters written by leading experts in this area which makes it a one of its kind collections. Some key features of the book are its unique combination of chapters on both theoretical and practical aspects of integrating ethics into artificial intelligence. The book touches upon all the important concepts in this area including bias, discrimination, fairness, and interpretability. Integral components can be broadly divided into two segments – the first segment includes empirical identification of biases, discrimination, and the ethical concerns thereof in impact assessment, advertising and personalization, computational social science, and information retrieval. The second segment includes operationalizing the notions of fairness, identifying the importance of fairness in allocation, clustering and time series problems, and applications of fairness in software testing/debugging and in multi stakeholder platforms. This segment ends with a chapter on interpretability of machine learning models which is another very important and emerging topic in this area.

Author: United States. Congress. Senate. Commerce Committee
Publisher:
ISBN:
Category :
Languages : en
Pages : 470

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Author: Justin Jennings
Publisher: University Press of Florida
ISBN: 0813057728
Category : Social Science
Languages : en
Pages : 333

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In this ambitious work, Justin Jennings explores the origins, endurance, and elasticity of ideas about fairness and how these ideas have shaped the development of societies at critical moments over the last 20,000 years. He argues that humans have an innate expectation for fairness, a disposition that evolved during the Pleistocene era as a means of adapting to an unpredictable and often cruel climate. This deep-seated desire to do what felt right then impacted how our species transitioned into smaller territories, settled into villages, formed cities, expanded empires, and navigated capitalism. Paradoxically, the predilection to find fair solutions often led to entrenched inequities over time as cooperative groups grew in size, duration, and complexity. Using case studies ranging from Japanese hunter-gatherers to North African herders to protestors on Wall Street, this book offers a broad comparative reflection on the endurance of a universal human trait amidst radical social change. Jennings makes the case that if we acknowledge fairness as a guiding principle of society, we can better understand that the solutions to yesterday’s problems remain relevant to the global challenges that we face today. Finding Fairness is a sweeping, archaeologically grounded view of human history with thought-provoking implications for the contemporary world.