Fairness And Accountability
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Author | : National Research Council |
Publisher | : National Academies Press |
Total Pages | : 463 |
Release | : 2013-05-22 |
Genre | : Law |
ISBN | : 0309278937 |
Adolescence is a distinct, yet transient, period of development between childhood and adulthood characterized by increased experimentation and risk-taking, a tendency to discount long-term consequences, and heightened sensitivity to peers and other social influences. A key function of adolescence is developing an integrated sense of self, including individualization, separation from parents, and personal identity. Experimentation and novelty-seeking behavior, such as alcohol and drug use, unsafe sex, and reckless driving, are thought to serve a number of adaptive functions despite their risks. Research indicates that for most youth, the period of risky experimentation does not extend beyond adolescence, ceasing as identity becomes settled with maturity. Much adolescent involvement in criminal activity is part of the normal developmental process of identity formation and most adolescents will mature out of these tendencies. Evidence of significant changes in brain structure and function during adolescence strongly suggests that these cognitive tendencies characteristic of adolescents are associated with biological immaturity of the brain and with an imbalance among developing brain systems. This imbalance model implies dual systems: one involved in cognitive and behavioral control and one involved in socio-emotional processes. Accordingly adolescents lack mature capacity for self-regulations because the brain system that influences pleasure-seeking and emotional reactivity develops more rapidly than the brain system that supports self-control. This knowledge of adolescent development has underscored important differences between adults and adolescents with direct bearing on the design and operation of the justice system, raising doubts about the core assumptions driving the criminalization of juvenile justice policy in the late decades of the 20th century. It was in this context that the Office of Juvenile Justice and Delinquency Prevention (OJJDP) asked the National Research Council to convene a committee to conduct a study of juvenile justice reform. The goal of Reforming Juvenile Justice: A Developmental Approach was to review recent advances in behavioral and neuroscience research and draw out the implications of this knowledge for juvenile justice reform, to assess the new generation of reform activities occurring in the United States, and to assess the performance of OJJDP in carrying out its statutory mission as well as its potential role in supporting scientifically based reform efforts.
Author | : Sophia Adams Bhatti |
Publisher | : John Wiley & Sons |
Total Pages | : 282 |
Release | : 2020-06-01 |
Genre | : Business & Economics |
ISBN | : 1119574285 |
"Written by prominent thought leaders in the global FinTech investment space, The LegalTech Book aggregates diverse expertise into a single, informative volume. Key industry developments are explained in detail, and critical insights from cutting-edge practitioners offer first-hand information and lessons learned. Coverage includes: The current status of LegalTech, why now is the time for it to boom, the drivers behind it, and how it relates to FinTech, RegTech, InsurTech and WealthTech Applications of AI, machine learning and deep learning in the practice of law; e-discovery and due diligence; AI as a legal predictor LegalTech making the law accessible to all; online courts, online dispute resolution The Uberization of the law; hiring and firing through apps Lawbots; social media meets legal advice To what extent does LegalTech make lawyers redundant? Cryptocurrencies, distributed ledger technology and the law The Internet of Things, data privacy, automated contracts Cybersecurity and data Technology vs. the law; driverless cars and liability, legal rights of robots, ownership rights over works created by technology Legislators as innovators"--
Author | : Jerald Greenberg |
Publisher | : Stanford University Press |
Total Pages | : 304 |
Release | : 2002-03-01 |
Genre | : Business & Economics |
ISBN | : 0804764581 |
This is a state-of-the-science book about organizational justice, which is the study of people’s perception of fairness in organizations. The volume’s contributors, all acknowledged leaders in this burgeoning field, present new theoretical positions, clarify existing paradigms, and identify future areas of application. The first chapter provides a comprehensive framework that integrates and synthesizes key concepts in the field: distributive justice, procedural justice, and retributive justice. The second chapter is a full theoretical analysis of how people use fairness judgments as means of guiding their reactions to organizations and their authorities. The subsequent two chapters examine the conceptual interrelationships between various forms of organizational justice. First, we are given a definitive review and analysis of interactional justice that critically assesses the evidence bearing on its validity. The next chapter argues that previous research has underemphasized important similarities between distributive and procedural justice, and suggests new research directions for establishing these similarities. The three following chapters focus on the social and interpersonal antecedents of justice judgments: the influence that expectations of justice and injustice can have on work-related attitudes and behavior; the construction of a model of the determinants and consequences of normative beliefs about justice in organizations that emphasizes the role of cross-cultural norms; and the potential impact of diversity and multiculturalism on the viability of organizations. The book’s final chapter identifies seven canons of organizational justice and warns that in the absence of additional conceptual refinement these canons may operate as loose cannons that threaten the existence of justice as a viable construct in the organizational sciences.
Author | : The World Bank |
Publisher | : World Bank Publications |
Total Pages | : 67 |
Release | : 2013 |
Genre | : |
ISBN | : |
The new MENA health strategy for 2013-2018 is focused on the creation of “fair” and “accountable” health systems in the region. Conceived through a yearlong process, it captures the World Bank’s commitment to overarching principles in a sustainable manner. It first analyzes the status of health systems in the region; then describes how health care can be made more fair and accountable; next provides examples of World Bank global expertise and products to do so; and concludes with details of how the strategy will be implemented. Through this strategy, the World Bank is committed to supporting governments to implement their priorities in the health sector in order to create more fair and accountable systems for the people.
Author | : Markus D. Dubber |
Publisher | : Oxford University Press |
Total Pages | : 1000 |
Release | : 2020-06-30 |
Genre | : Law |
ISBN | : 0190067411 |
This volume tackles a quickly-evolving field of inquiry, mapping the existing discourse as part of a general attempt to place current developments in historical context; at the same time, breaking new ground in taking on novel subjects and pursuing fresh approaches. The term "A.I." is used to refer to a broad range of phenomena, from machine learning and data mining to artificial general intelligence. The recent advent of more sophisticated AI systems, which function with partial or full autonomy and are capable of tasks which require learning and 'intelligence', presents difficult ethical questions, and has drawn concerns from many quarters about individual and societal welfare, democratic decision-making, moral agency, and the prevention of harm. This work ranges from explorations of normative constraints on specific applications of machine learning algorithms today-in everyday medical practice, for instance-to reflections on the (potential) status of AI as a form of consciousness with attendant rights and duties and, more generally still, on the conceptual terms and frameworks necessarily to understand tasks requiring intelligence, whether "human" or "A.I."
Author | : Arun Reddy Nelakurthi |
Publisher | : CRC Press |
Total Pages | : 115 |
Release | : 2020-01-21 |
Genre | : Computers |
ISBN | : 1000025365 |
Winner of the "Outstanding Academic Title" recognition by Choice for the 2020 OAT Awards. The Choice OAT Award represents the highest caliber of scholarly titles that have been reviewed by Choice and conveys the extraordinary recognition of the academic community. In recent years social media has gained significant popularity and has become an essential medium of communication. Such user-generated content provides an excellent scenario for applying the metaphor of mining any information. Transfer learning is a research problem in machine learning that focuses on leveraging the knowledge gained while solving one problem and applying it to a different, but related problem. Features: Offers novel frameworks to study user behavior and for addressing and explaining task heterogeneity Presents a detailed study of existing research Provides convergence and complexity analysis of the frameworks Includes algorithms to implement the proposed research work Covers extensive empirical analysis Social Media Analytics for User Behavior Modeling: A Task Heterogeneity Perspective is a guide to user behavior modeling in heterogeneous settings and is of great use to the machine learning community.
Author | : Robert D. Behn |
Publisher | : Rowman & Littlefield |
Total Pages | : 332 |
Release | : 2004-05-26 |
Genre | : Political Science |
ISBN | : 9780815798101 |
Traditionally, American government has created detailed, formal procedures to ensure that its agencies and employees are accountable for finances and fairness. Now in the interest of improved performance, we are asking our front-line workers to be more responsive, we are urging our middle managers to be innovative, and we are exhorting our public executives to be entrepreneurial. Yet what is the theory of democratic accountability that empowers public employees to exercise such discretion while still ensuring that we remain a government of laws? How can government be responsive to the needs of individual citizens and still remain accountable to the entire polity? In Rethinking Democratic Accountability, Robert D. Behn examines the ambiguities, contradictions, and inadequacies in our current systems of accountability for finances, fairness, and performance. Weaving wry observations with political theory, Behn suggests a new model of accountability—with "compacts of collective, mutual responsibility"—to address new paradigms for public management.
Author | : Nicholas Diakopoulos |
Publisher | : Harvard University Press |
Total Pages | : 337 |
Release | : 2019-06-10 |
Genre | : Language Arts & Disciplines |
ISBN | : 0674239318 |
From hidden connections in big data to bots spreading fake news, journalism is increasingly computer-generated. An expert in computer science and media explains the present and future of a world in which news is created by algorithm. Amid the push for self-driving cars and the roboticization of industrial economies, automation has proven one of the biggest news stories of our time. Yet the wide-scale automation of the news itself has largely escaped attention. In this lively exposé of that rapidly shifting terrain, Nicholas Diakopoulos focuses on the people who tell the stories—increasingly with the help of computer algorithms that are fundamentally changing the creation, dissemination, and reception of the news. Diakopoulos reveals how machine learning and data mining have transformed investigative journalism. Newsbots converse with social media audiences, distributing stories and receiving feedback. Online media has become a platform for A/B testing of content, helping journalists to better understand what moves audiences. Algorithms can even draft certain kinds of stories. These techniques enable media organizations to take advantage of experiments and economies of scale, enhancing the sustainability of the fourth estate. But they also place pressure on editorial decision-making, because they allow journalists to produce more stories, sometimes better ones, but rarely both. Automating the News responds to hype and fears surrounding journalistic algorithms by exploring the human influence embedded in automation. Though the effects of automation are deep, Diakopoulos shows that journalists are at little risk of being displaced. With algorithms at their fingertips, they may work differently and tell different stories than they otherwise would, but their values remain the driving force behind the news. The human–algorithm hybrid thus emerges as the latest embodiment of an age-old tension between commercial imperatives and journalistic principles.
Author | : Piotr Mikuli |
Publisher | : Routledge |
Total Pages | : 225 |
Release | : 2021-08-12 |
Genre | : Law |
ISBN | : 1000424677 |
This book discusses contemporary accountability and transparency mechanisms by presenting a selection of case studies. The authors deal with various problems connected to controlling public institutions and incumbents’ responsibility in state bodies. The work is divided into three parts. Part I: Law examines the institutional and objective approach. Part II: Fairness and Rights considers the subject approach, referring to a recipient of rights. Part III: Authority looks at the functional approach, referring to the executors of law. Providing insights into increasing understanding of various concepts, principles, and institutions characteristic of the modern state, the book makes a valuable contribution to the area of comparative constitutional change. It will be a valuable resource for academics, researchers, and policy-makers working in the areas of constitutional law and politics.
Author | : R. Jay Wallace |
Publisher | : Harvard University Press |
Total Pages | : 316 |
Release | : 1998-01-08 |
Genre | : Philosophy |
ISBN | : 0674268210 |
R. Jay Wallace advances a powerful and sustained argument against the common view that accountability requires freedom of will. Instead, he maintains, the fairness of holding people responsible depends on their rational competence: the power to grasp moral reasons and to control their behavior accordingly. He shows how these forms of rational competence are compatible with determinism. At the same time, giving serious consideration to incompatibilist concerns, Wallace develops a compelling diagnosis of the common assumption that freedom is necessary for responsibility.