Download or read book Employment in Metropolitan Areas written by United States. Bureau of Labor Statistics and published by . This book was released on 1947 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Legislation in Europe written by Ulrich Karpen and published by Bloomsbury Publishing. This book was released on 2020-12-10 with total page 608 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following on from the first volume, this unique book is the only collection of native analyses of the status of legislation in 30 European jurisdictions plus the EU. Each chapter, written by a national authority in the legislative field, presents and critically assesses: - the national constitutional environment and its connection with EU law; - the nature and types of legislation; - the legislative process; - the drafting process; - jurisprudence conventions; - the training of drafters. The book opens with a comparative chapter on the these six themes, and concludes with an analysis of trends and best practices in Europe. Legislation in Europe is a necessary addition to law and policy libraries, law-making institutions and agencies, and an invaluable tool for constitutional and drafting academics and practitioners.

Download or read book Human Centered Data Science written by Cecilia Aragon and published by MIT Press. This book was released on 2022-03-01 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: Best practices for addressing the bias and inequality that may result from the automated collection, analysis, and distribution of large datasets. Human-centered data science is a new interdisciplinary field that draws from human-computer interaction, social science, statistics, and computational techniques. This book, written by founders of the field, introduces best practices for addressing the bias and inequality that may result from the automated collection, analysis, and distribution of very large datasets. It offers a brief and accessible overview of many common statistical and algorithmic data science techniques, explains human-centered approaches to data science problems, and presents practical guidelines and real-world case studies to help readers apply these methods. The authors explain how data scientists’ choices are involved at every stage of the data science workflow—and show how a human-centered approach can enhance each one, by making the process more transparent, asking questions, and considering the social context of the data. They describe how tools from social science might be incorporated into data science practices, discuss different types of collaboration, and consider data storytelling through visualization. The book shows that data science practitioners can build rigorous and ethical algorithms and design projects that use cutting-edge computational tools and address social concerns.

Download or read book How Humans Judge Machines written by Cesar A. Hidalgo and published by MIT Press. This book was released on 2021-02-02 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: How people judge humans and machines differently, in scenarios involving natural disasters, labor displacement, policing, privacy, algorithmic bias, and more. How would you feel about losing your job to a machine? How about a tsunami alert system that fails? Would you react differently to acts of discrimination depending on whether they were carried out by a machine or by a human? What about public surveillance? How Humans Judge Machines compares people's reactions to actions performed by humans and machines. Using data collected in dozens of experiments, this book reveals the biases that permeate human-machine interactions. Are there conditions in which we judge machines unfairly? Is our judgment of machines affected by the moral dimensions of a scenario? Is our judgment of machine correlated with demographic factors such as education or gender? César Hidalgo and colleagues use hard science to take on these pressing technological questions. Using randomized experiments, they create revealing counterfactuals and build statistical models to explain how people judge artificial intelligence and whether they do it fairly. Through original research, How Humans Judge Machines bring us one step closer tounderstanding the ethical consequences of AI.

Download or read book Linguistic Fundamentals for Natural Language Processing II written by Emily M. Bender and published by Morgan & Claypool Publishers. This book was released on 2019-11-06 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Meaning is a fundamental concept in Natural Language Processing (NLP), in the tasks of both Natural Language Understanding (NLU) and Natural Language Generation (NLG). This is because the aims of these fields are to build systems that understand what people mean when they speak or write, and that can produce linguistic strings that successfully express to people the intended content. In order for NLP to scale beyond partial, task-specific solutions, researchers in these fields must be informed by what is known about how humans use language to express and understand communicative intents. The purpose of this book is to present a selection of useful information about semantics and pragmatics, as understood in linguistics, in a way that's accessible to and useful for NLP practitioners with minimal (or even no) prior training in linguistics.

Download or read book Elections and Electoral Systems written by Dieter Nohlen and published by . This book was released on 1996 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book tries to provide the reader with the basic information and elements of analysis which are necessary for forming opnions and making informed decisions in an area as controversial as electoral systems. Font Size= +1 Color= #FF0000 Limited

Download or read book Neoliberal Resilience written by Aldo Madariaga and published by Princeton University Press. This book was released on 2020-09-01 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: An exploration of the factors behind neoliberalism’s resilience in developing economies and what this could mean for democracy’s future Since the 1980s, neoliberalism has withstood repeated economic shocks and financial crises to become the hegemonic economic policy worldwide. Why has neoliberalism remained so resilient? What is the relationship between this resiliency and the backsliding of Western democracy? Can democracy survive an increasingly authoritarian neoliberal capitalism? Neoliberal Resilience answers these questions by bringing the developing world’s recent history to the forefront of our thinking about democratic capitalism’s future. Looking at four decades of change in four countries once considered to be leading examples of effective neoliberal policy in Latin America and Eastern Europe—Argentina, Chile, Estonia, and Poland—Aldo Madariaga examines the domestic actors and institutions responsible for defending neoliberalism. Delving into neoliberalism’s political power, Madariaga demonstrates that it is strongest in countries where traditional democratic principles have been slowly and purposefully weakened. He identifies three mechanisms through which coalitions of political, institutional, and financial forces have propagated neoliberalism’s success: the privatization of state companies to create a supporting business class, the use of political institutions to block the representation of alternatives in congress, and the constitutionalization of key economic policies to shield them from partisan influence. Madariaga reflects on today’s most pressing issues, including the influence of increasing austerity measures and the rise of populism. A comparative exploration of political economics at the peripheries of global capitalism, Neoliberal Resilience investigates the tensions between neoliberalism’s longevity and democracy’s gradual decline.

Download or read book Linguistic Fundamentals for Natural Language Processing written by Emily M. Bender and published by Morgan & Claypool Publishers. This book was released on 2013-06-01 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many NLP tasks have at their core a subtask of extracting the dependencies—who did what to whom—from natural language sentences. This task can be understood as the inverse of the problem solved in different ways by diverse human languages, namely, how to indicate the relationship between different parts of a sentence. Understanding how languages solve the problem can be extremely useful in both feature design and error analysis in the application of machine learning to NLP. Likewise, understanding cross-linguistic variation can be important for the design of MT systems and other multilingual applications. The purpose of this book is to present in a succinct and accessible fashion information about the morphological and syntactic structure of human languages that can be useful in creating more linguistically sophisticated, more language-independent, and thus more successful NLP systems. Table of Contents: Acknowledgments / Introduction/motivation / Morphology: Introduction / Morphophonology / Morphosyntax / Syntax: Introduction / Parts of speech / Heads, arguments, and adjuncts / Argument types and grammatical functions / Mismatches between syntactic position and semantic roles / Resources / Bibliography / Author's Biography / General Index / Index of Languages

Download or read book International Encyclopedia of Elections written by Richard Rose and published by . This book was released on 2000-02-02 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: Appendix contains charts of the electoral systems of countries of the world.

Download or read book The Foreign Review written by and published by . This book was released on 1828 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Introduction to Italian Public Law written by Giuseppe Franco Ferrari and published by Giuffrè Editore. This book was released on 2008 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The Crisis of Legitimacy written by Robert Kagan and published by . This book was released on 2004-01-01 with total page 23 pages. Available in PDF, EPUB and Kindle. Book excerpt: Argues that America and Europe have fundamentally different visions of world order, and this is undermining the legitimacy of US power and global leadership.

Download or read book The Disciples at Sa s and Other Fragments written by Novalis and published by . This book was released on 1903 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Law and Memory written by Uladzislau Belavusau and published by Cambridge University Press. This book was released on 2017-10-19 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume revisits memory laws as a phenomenon of global law, transitional justice, historical narratives and claims for historical truth. It will appeal to those interested in the conflict between legal governance of memory with values of democratic citizenship, political pluralism, and fundamental rights.

Download or read book Artificial Intelligence and the Law written by Jan De Bruyne and published by Intersentia. This book was released on 2021-01-18 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) is becoming increasingly more prevalent in our daily social and professional lives. Although AI systems and robots bring many benefits, they present several challenges as well. The autonomous and opaque nature of AI systems implies that their commercialisation will affect the legal and regulatory framework.0In this comprehensive book, scholars critically examine how AI systems may impact Belgian law. It contains contributions on consumer protection, contract law, liability, data protection, procedural law, insurance, health, intellectual property, arbitration, lethal autonomous weapons, tax law, employment law, ethics,?While specific topics of Belgian private and public law are thoroughly addressed, the book also provides a general overview of a number of regulatory and ethical AI evolutions and tendencies in the European Union. Therefore, it is a must-read for legal scholars, practitioners and government officials as well as for anyone with an interest in law and AI.

Download or read book Cuban Studies 49 written by Alejandro de la Fuente and published by University of Pittsburgh Press. This book was released on 2020-03-03 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cuban Studies is the preeminent journal for scholarly work on Cuba. Each volume includes articles in English and Spanish and a large book review section. In publication since 1970, and under Alejandro de la Fuente’s editorial leadership since 2013, this interdisciplinary journal covers all aspects of Cuban history, politics, culture, diaspora, and more. Issue 52 contains three dossiers: two on urban Habana and one on understandings of the Cuban Revolution in 1960s Latin America.

Download or read book Prohibition of Abuse of Law written by Rita de la Feria and published by Bloomsbury Publishing. This book was released on 2011-06-09 with total page 662 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Court of Justice has been alluding to 'abuse and abusive practices' for more than thirty years, but for a long time the significance of these references has been unclear. Few lawyers examined the case law, and those who did doubted whether it had led to the development of a legal principle. Within the last few years there has been a radical change of attitude, largely due to the development by the Court of an abuse test and its application within the field of taxation. In this book, academics and practitioners from all over Europe discuss the development of the Court's approach to abuse of law across the whole spectrum of European Union law, analysing the case-law from the 1970s to the present day and exploring the consequences of the introduction of the newly designated 'principle of prohibition of abuse of law' for the development of the laws of the EU and those of the Member States.