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The technological revolution has reached around the world, with important consequences for business, government, and the labor market. Computer-aided design, telecommunications, and other developments are allowing small players to compete with traditional giants in manufacturing and other fields. In this volume, 16 engineering and industrial experts representing eight countries discuss the growth of technological advances and their impact on specific industries and regions of the world. From various perspectives, these distinguished commentators describe the practical aspects of technology's reach into business and trade.
Trade integration contributes substantially to economic development and poverty alleviation. In recent years much progress was made to liberalize the trade regime, but customs procedures are often still complex, costly and non-transparent. This situation leads to misallocation of resources. 'Customs Modernization Handbook' provides an overview of the key elements of a successful customs modernization strategy and draws lessons from a number of successful customs reforms as well as from customs reform projects that have been undertaken by the World Bank. It describes a number of key import procedures, that have proved particularly troublesome for customs administrations and traders, and provides practical guidelines to enhance their efficiency. The Handbook also reviews the appropriate legal framework for customs operations as well as strategies to combat corruption.
The Economics of Information Technology is a concise and accessible review of some of the important economic factors affecting information technology industries. These industries are characterized by high fixed costs and low marginal costs of production, large switching costs for users, and strong network effects. These factors combine to produce some unique behavior. The book consists of two parts. In the first part, Professor Varian outlines the basic economics of these industries. In the second part, Professors Farrell and Shapiro describe the impact of these factors on competition policy. The clarity of the analysis and exposition makes this an ideal introduction for undergraduate and graduate students in economics, business strategy, law and related areas.
A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach. Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach. The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package—PMTK (probabilistic modeling toolkit)—that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.
Jeffrey James develops the insights of the often separate literatures on globalization and information technology and demonstrates their interdependence. The central insight is that globalization is mainly a technological phenomenon, driven by influences exerted on international trade and foreign investment by various forms of information technology. Developing countries, however, are not sharing equally in the gains from globalization thus induced by the new technologies. These gains tend to be concentrated among a narrow group of relatively advanced countries and, moreover within some of those countries information technology appears to exacerbate existing income inequalities.
This study provides a comprehensive overview of Korea’s macroeconomic growth and structural change since World War II, and traces some of the roots of development to the colonial period. The authors explore in detail colonial development, changing national income patterns, relative price shifts, sources of aggregate growth, and sources of sectoral structural change, comparing them with other countries.
Over the past 20 years, the Information Technology Agreement (ITA) has increased worldwide access to high-tech goods, such as computers, mobile phones and semiconductors. It has also contributed to greater access to the Internet and the growth of the digital economy, creating new opportunities for businesses and individuals in both developed and developing countries. Finalized at the first WTO Ministerial Conference in 1996, the ITA commits its participants to eliminating tariffs on a wide range of IT products with an annual value of approximately US$ 1.7 trillion. To mark the 20th anniversary of the ITA, this publication analyses the impact of the ITA on its participants and on worldwide trade in IT products. It demonstrates how the Agreement has not only made high-tech products more affordable but has also helped to promote innovation and to support developing countries' integration into global production networks. The publication also reviews new developments, such as the landmark deal concluded in 2015 to eliminate tariffs on an additional 201 IT products valued at over $1.3 trillion per year. Finally, it highlights what still needs to be done to meet the UN's Sustainable Development Goal of providing universal and affordable access to the Internet so that the benefits of the digital revolution can be enjoyed by all.
World-renowned economist Klaus Schwab, Founder and Executive Chairman of the World Economic Forum, explains that we have an opportunity to shape the fourth industrial revolu­tion, which will fundamentally alter how we live and work. Schwab argues that this revolution is different in scale, scope and complexity from any that have come before. Characterized by a range of new technologies that are fusing the physical, digital and biological worlds, the developments are affecting all disciplines, economies, industries and governments, and even challenging ideas about what it means to be human. Artificial intelligence is already all around us, from supercomputers, drones and virtual assistants to 3D printing, DNA sequencing, smart thermostats, wear­able sensors and microchips smaller than a grain of sand. But this is just the beginning: nanomaterials 200 times stronger than steel and a million times thinner than a strand of hair and the first transplant of a 3D printed liver are already in development. Imagine “smart factories” in which global systems of manu­facturing are coordinated virtually, or implantable mobile phones made of biosynthetic materials. The fourth industrial revolution, says Schwab, is more significant, and its ramifications more profound, than in any prior period of human history. He outlines the key technologies driving this revolution and discusses the major impacts expected on government, business, civil society and individu­als. Schwab also offers bold ideas on how to harness these changes and shape a better future—one in which technology empowers people rather than replaces them; progress serves society rather than disrupts it; and in which innovators respect moral and ethical boundaries rather than cross them. We all have the opportunity to contribute to developing new frame­works that advance progress.