Download or read book Comparing Fairness written by McCain, Roger A. and published by Edward Elgar Publishing. This book was released on 2021-08-27 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Economic theory and philosophy have discussed concepts of fairness, but the criteria of fairness are in each case absolute: a situation is either fair or it is not. This book draws on these literatures to propose two criteria of relative fairness, and a hierarchical rule for the priority of application of these criteria, with a view to comparison of practicable alternatives in public policy.
Download or read book Big Data and Social Science written by Ian Foster and published by CRC Press. This book was released on 2016-08-10 with total page 493 pages. Available in PDF, EPUB and Kindle. Book excerpt: Both Traditional Students and Working Professionals Acquire the Skills to Analyze Social Problems. Big Data and Social Science: A Practical Guide to Methods and Tools shows how to apply data science to real-world problems in both research and the practice. The book provides practical guidance on combining methods and tools from computer science, statistics, and social science. This concrete approach is illustrated throughout using an important national problem, the quantitative study of innovation. The text draws on the expertise of prominent leaders in statistics, the social sciences, data science, and computer science to teach students how to use modern social science research principles as well as the best analytical and computational tools. It uses a real-world challenge to introduce how these tools are used to identify and capture appropriate data, apply data science models and tools to that data, and recognize and respond to data errors and limitations. For more information, including sample chapters and news, please visit the author's website.
Download or read book Fairness and Freedom written by David Hackett Fischer and published by OUP USA. This book was released on 2012-02-10 with total page 656 pages. Available in PDF, EPUB and Kindle. Book excerpt: From one of America's preeminent historians comes a magisterial study of the development of open societies focusing on the United States and New Zealand
Download or read book Fairness in Educational Assessment and Measurement written by Neil J. Dorans and published by Routledge. This book was released on 2016-09-19 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: The importance of fairness, validity, and accessibility in assessment is greater than ever as testing expands to include more diverse populations, more complex purposes, and more sophisticated technologies. This book offers a detailed account of fairness in assessment, and illustrates the interplay between assessment and broader changes in education. In 16 chapters written by leading experts, this volume explores the philosophical, technical, and practical questions surrounding fair measurement. Fairness in Educational Assessment and Measurement addresses issues pertaining to the construction, administration, and scoring of tests, the comparison of performance across test takers, grade levels and tests, and the uses of educational test scores. Perfect for researchers and professionals in test development, design, and administration, Fairness in Educational Assessment and Measurement presents a diverse array of perspectives on this topic of enduring interest. The Open Access version of this book, available at http://www.taylorfrancis.com, has been made available under a Creative Commons Attribution-Non Commercial-No Derivatives 4.0 license.
Download or read book Fairness and Justice in Environmental Decision Making written by Catherine Gross and published by Routledge. This book was released on 2014-01-10 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: By crossing disciplinary boundaries, this book uniquely connects theories of justice with people's lived experience within social conflicts over resource sharing. It shows why some conflicts, such as local opposition to wind farms and water disputes, have become intractable social problems in many countries of the world. It shows the power of injustice in generating opposition to decisions. The book answers the question: why are the results of many government initiatives and policies not accepted by those affected? Focusing on two social conflicts over water sharing in Australia to show why fairness and justice are important in decision-making, the book shows how these conflicts are typical of water sharing and other natural resource conflicts experienced in many countries around the world, particularly in the context of climate change. It tells the stories of these conflicts from the perspectives of those involved. These practically-based findings are then related back to ideas and constructs of justice from disciplines such as social psychology, political philosophy and jurisprudence. With a strong practical focus, this book offers readers an opportunity to develop a deep understanding of fairness and justice in environmental decision-making. It opens up a wealth of fairness and justice ideas for decision-makers, practitioners, and researchers in natural resource management, environmental governance, community consultation, and sustainable development, as well as people in government and corporations who interface and consult with communities where natural resources are being used.
Download or read book Trust and Fairness in Open Distributed Systems written by Adam Wierzbicki and published by Springer. This book was released on 2010-10-01 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an attempt to bring closer the greater vision of the development of Social Informatics. Social Informatics can be de?ned as a discipline of informatics that studies how information systems can realize social goals, use social concepts, or become sources of information about social phenomena. All of these research directions are present in this book: fairness is a social goal; trust is a social concept; and much of this book bases on the study of traces of Internet auctions (used also to drive social simulations) that are a rich source of information about social phenomena. The book has been written for an audience of graduate students working in the area of informatics and the social sciences, in an attempt to bridge the gap between the two disciplines. Because of this, the book avoids the use of excessive mathematical formalism, especially in Chapter 2 that attempts to summarize the theoretical basis of the two disciplines of trust and fa- ness management. Readers are usually directed to quoted literature for the purpose of studying mathematical proofs of the cited theorems.
Download or read book AI Fairness and Beyond written by Chris Reed and published by Bloomsbury Publishing. This book was released on 2024-08-08 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book proposes a regulatory system for ensuring that AI makes fair decisions. No one wants to be the subject of an unfair decision made by an AI, and fairness is so important to society that we are likely to want to regulate to demand it. But how? This book attempts to answer that question. The aim of regulation must be for an AI's decisions to match the human conception of fairness. To understand what that is, the book proposes a holistic understanding of fairness, which tells us what regulation must try to achieve. However, regulation is not an abstract activity – it regulates how humans behave, and the humans in question are those who develop and use AI for decision-making. Thus the book investigates how those humans are attempting to achieve AI fairness. It finds that there is a serious mismatch between how technologists conceptualise fairness, compared to other humans. How can AI regulation bridge this gap? Traditional models of regulation cannot solve this problem. Fairness is too nuanced, too contextual, and is ultimately a human emotional response. Instead the book proposes to place the responsibility on the AI community to explain and justify their efforts to achieve fairness, basing regulatory and legal responses on how well that explanation deals with the risks that particular AI presents, and whether the AI operates in accordance with the explanation in use. The book concludes by examining how far this regulatory model might be useful for some of the other social problems which AI generates. An original and significant contribution to the literature on AI regulation, this book is a must-read for those working in the areas of law, regulation, and technology.
Download or read book Parallel Problem Solving from Nature PPSN XVII written by Günter Rudolph and published by Springer Nature. This book was released on 2022-08-15 with total page 643 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 13398 and LNCS 13399 constitutes the refereed proceedings of the 17th International Conference on Parallel Problem Solving from Nature, PPSN 2022, held in Dortmund, Germany, in September 2022. The 87 revised full papers were carefully reviewed and selected from numerous submissions. The conference presents a study of computing methods derived from natural models. Amorphous Computing, Artificial Life, Artificial Ant Systems, Artificial Immune Systems, Artificial Neural Networks, Cellular Automata, Evolutionary Computation, Swarm Computing, Self-Organizing Systems, Chemical Computation, Molecular Computation, Quantum Computation, Machine Learning, and Artificial Intelligence approaches using Natural Computing methods are just some of the topics covered in this field.
Download or read book Recent Advances in the Theory of Third Degree Price Discrimination written by Takanori Adachi and published by Springer Nature. This book was released on 2023-07-06 with total page 85 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an updated overview of the recent progress in the theoretical study of third-degree price discrimination. It is a marketing tactic and is said to be present if the unit price is different across different groups of buyers. Its welfare evaluation is often difficult because it entails two countervailing effects: on one hand, it exploits surplus from consumers who have high willingness-to-pay, but on the other hand, it generates gains from trade from consumers who otherwise would not purchase the good. Recognizing this difficulty, we provide new insights on evaluation of third-degree price discrimination in consideration of network effects and vertical product differentiation. Our analysis is particularly useful for the industries related to information and communication technologies (ICT) because these two elements characterize them. Furthermore, we also study the welfare effects of third-degree price discrimination under imperfect competition other than monopoly. At first, it seems that it may complicate the analysis under monopoly. However, we argue that the main thrusts of analysis under monopoly carry over to the case of oligopoly. We also take into account behavioral aspects and their implications for studying third-degree price discrimination. Overall, this book is designed to provide implications for contemporary management and policy issues by advancing theoretical issues in industrial organization.
Download or read book Examining the Self development Test for Race and Gender Fairness written by Jay M. Silva and published by . This book was released on 1994 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Microeconomic Theory for the Social Sciences written by Takashi Hayashi and published by Springer Nature. This book was released on 2021-07-21 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook covers microeconomic theory at the level of intermediate and advanced undergraduates. It is also intended as an introduction for those with other intellectual and academic backgrounds who may not necessarily agree with “mainstream” economists but at least are interested knowing how they think and see things. The book provides thorough explanations of definitions and assumptions that the theory is based upon. It provides comprehensive accounts of motivations and reservations behind the theory. As well, it precisely presents the logical process of how the assumptions lead to the conclusion, conveying the intuition and the key of the arguments. An abundance of topics is included here: individual choice, general equilibrium, partial equilibrium, game theory, imperfect competition, transaction under incomplete information, market failures, welfare economics, social choice and mechanism design. The book is a valuable resource for any reader studying or simply interested in microeconomic theory.
Download or read book Clinical Image Based Procedures Fairness of AI in Medical Imaging and Ethical and Philosophical Issues in Medical Imaging written by Stefan Wesarg and published by Springer Nature. This book was released on 2023-10-09 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 12th International Workshop on Clinical Image-Based Procedures, CLIP 2023, the First MICCAI Workshop on Fairness of AI in Medical Imaging, FAIMI 2023, and the Second MICCAI Workshop on the Ethical and Philosophical Issues in Medical Imaging, EPIMI 2023, held in conjunction with MICCAI 2023, in October 2023. CLIP 2023 accepted 5 full papers and 3 short papers form 8 submissions received. It focuses on holistic patient models for personalized healthcare with the goal to bring basic research methods closer to the clinical practice. For FAIMI 2023, 19 full papers have been accepted from 20 submissions. They focus on creating awareness about potential fairness issues that can emerge in the context of machine learning. And for EPIMI 2023, 2 papers have been accepted from 5 submissions. They investigate questions that underlie medical imaging research at the most fundamental level.
Download or read book Solidarity and Social Justice in Contemporary Societies written by Mara A. Yerkes and published by Springer Nature. This book was released on 2022-04-25 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook will familiarize readers with some of the most pressing solidarity and social justice issues in contemporary societies. Ongoing and emerging inequalities along the lines of gender, age, socio-economic status, ethnic background, and sexual orientation challenge the solidarity underlying societies, resulting in complex questions of social justice. Moreover, several global challenges, such as digitalization, climate change, and the COVID-19 pandemic challenge solidarity and social justice in new ways. How do societies respond to these enduring, growing or changing inequalities? Do these challenges lead to an expansion or an erosion of solidarity, in an 'us versus them' rhetoric? And to what extent do societies differ in their social justice values and hence the acceptance of social inequality? Taking a sociological, psychological, and political philosophical approach to these topics, this book offers state-of-the art theoretical and empirical contributions from globally-recognized scholars in sociology, psychology, and political philosophy, providing a unique interdisciplinary approach to understanding solidarity and social justice in response to social inequalities in contemporary European societies.
Download or read book Justice as Fairness written by John Rawls and published by Belknap Press. This book was released on 2001 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book originated as lectures for a course on political philosophy that Rawls taught regularly at Harvard in the 1980s. In time the lectures became a restatement of his theory of justice as fairness, revised in light of his more recent papers and his treatise Political Liberalism (1993). As Rawls writes in the preface, the restatement presents "in one place an account of justice as fairness as I now see it, drawing on all [my previous] works." He offers a broad overview of his main lines of thought and also explores specific issues never before addressed in any of his writings. Rawls is well aware that since the publication of A Theory of Justice in 1971, American society has moved farther away from the idea of justice as fairness. Yet his ideas retain their power and relevance to debates in a pluralistic society about the meaning and theoretical viability of liberalism. This book demonstrates that moral clarity can be achieved even when a collective commitment to justice is uncertain.
Download or read book Advances in Bias and Fairness in Information Retrieval written by Ludovico Boratto and published by Springer Nature. This book was released on 2023-08-22 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th International Workshop on Algorithmic Bias in Search and Recommendation, BIAS 2023, held in Dublin, Ireland, in April 2023. The 10 full papers and 4 short papers included in this book were carefully reviewed and selected from 36 submissions. The present recent research in the following topics: biases exploration and assessment; mitigation strategies against biases; biases in newly emerging domains of application, including healthcare, Wikipedia, and news, novel perspectives; and conceptualizations of biases in the context of generative models and graph neural networks.
Download or read book Fairness and Division of Labor in Market Societies written by Hyeong-ki Kwon and published by Berghahn Books. This book was released on 2004 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contrary to the explanations offered by the theory of non-reflexive, path-dependent institutionalism, the U.S. and the German automotive industries undertook strikingly similar patterns of industry modification under tough international competition during the 1990s, departing from their traditional national patterns. By investigating the processes of the U.S. and German adjustments, the author critically reconsiders the prevalent paradigms of political economy and comes to the conclusion that the evidence does not confirm the neoliberal paradigm. In order to better account for the recomposition of new market relations, which the author terms "converging but non-liberal" and "diverging but not predetermined" markets, he proposes an alternative model of "politics among reflexive agents," emphasizing different kinds of problem-solving practices among those reflexive agents. He argues that different forms and regimes of market are established in the process of recomposition, in which agents reflect upon not only market rationality but also upon their own institutions, creating new norms.
Download or read book Fairness and Justice in Natural Resource Politics written by Melanie Pichler and published by Routledge. This book was released on 2016-08-05 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: As demand for natural resources increases due to the rise in world population and living standards, conflicts over their access and control are becoming more prevalent. This book critically assesses different approaches to and conceptualizations of resource fairness and justice and applies them to the analysis of resource conflicts. Approaches addressed include cosmopolitan liberalism, political economy and political ecology. These are applied at various scales (local, national, international) and to initiatives and instruments in public and private resource governance, such as corporate social responsibility instruments, certification schemes, international law and commodity markets. In doing so, the contributions contrast existing approaches to fairness and justice and extend them by taking into account the interplay between political scales, regions, resources, and power structures in "glocalized" resource politics. Various case studies are included concerning agriculture, agrofuels, land grabbing, water resources, mining and biodiversity. The volume adds to the academic and policy debate by bringing together a variety of disciplines and perspectives in order to advance both a research and policy agenda that puts notions of resource fairness and justice center-stage.
