The book focuses on Indonesia's most pressing labor market challenges and associated policy options to achieve higher and more inclusive economic growth. The challenges consist of creating jobs for and the skills in a youthful and increasingly better educated workforce, and raising the productivity of less-educated workers to meet the demands of the digital age. The book deals with a range of interrelated topics---the changing supply and demand for labor in relation to the shift of workers...

Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as well as detailed discussion of statistical methods, allowing students and researchers to construct their own...

The first edition of this popular textbook, Contemporary Artificial Intelligence, provided an accessible and student friendly introduction to AI. This fully revised and expanded update, Artificial Intelligence: With an Introduction to Machine Learning, Second Edition, retains the same accessibility and problem-solving approach, while providing new material and methods.The book is divided into five sections that focus on the most u...

"Keep your government hands off my Medicare!" Such comments spotlight a central question animating Suzanne Mettler's provocative and timely book: why are many Americans unaware of government social benefits and so hostile to them in principle, even though they receive them? The Obama administration has been roundly criticized for its inability to convey how much it has accomplished for ordinary citizens. Mettler argues that this difficulty is not merely a failure of communication; rather i...

A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning.The mathematization of causality is a relatively recent development, and has become increasingly important in data science and machine learning. This book offers a self-contained and concise introduction to causal models and how to learn them from data.After explaining the need for causal models and discussing some of the principles und...

This book examines the institutional changes taking place in, and challenges facing, the region since 1997. It also describes various differences in the reform process between countries in the region. Sjöholm and Tongzon argue that the economies of southeast Asia need to reform their institutions if the previous rapid development is to continue. The institutional weaknesses have been addressed to different degrees and with different success in the affected countries. Against the backdrop o...

Knowledge representation is at the very core of a radical idea for understanding intelligence. Instead of trying to understand or build brains from the bottom up, its goal is to understand and build intelligent behavior from the top down, putting the focus on what an agent needs to know in order to behave intelligently, how this knowledge can be represented symbolically, and how automated reasoning procedures can make this knowledge available as needed. This landmark text takes the central...

This evaluation assesses the Bank Group's support for environmental sustainability in both the public and private sectors over the past 15 years. It identifies several crucial constraints that need to be addressed, perhaps most importantly insufficient government commitment to environmental goals and weak institutional capacity to deal with them. But constraints within the Bank Group, including insufficient attention to longer-term sustainable development, must be reduced as well. The Ba...

Understanding Minimalism, first published in 2005, is an introduction to the Minimalist Program - the model of syntactic theory within generative linguistics. Accessibly written, it presents the basic principles and techniques of the minimalist program, looking firstly at analyses within Government and Binding Theory (the Minimalist Program's predecessor), and gradually introducing minimalist alternatives. Minimalist models of grammar are presented in a step-by-step fashion, and the ways i...

After 3 years of historic reforms, Myanmar has entered a pivotal stage in its socioeconomic development. Natural, cultural, and demographic advantages are positioning the country for long-term success, but many challenges and potential pitfalls lie ahead. This publication examines how to leverage the opportunities and offers solutions to the challenges. For Myanmar to achieve its economic transition, considerable investments will have to be made in infrastructure and developing human capit...

This comprehensive reference work provides an overview of the concepts, methodologies, and applications in computational linguistics and natural language processing (NLP).Features contributions by the top researchers in the field, reflecting the work that is driving the discipline forwardIncludes an introduction to the major theoretical issues in these fields, as well as the central engineering applications that the work has producedPresents the major deve...

How poor countries can ignite economic growth without waiting for global action or the creation of ideal local conditionsContrary to conventional wisdom, countries that ignite a process of rapid economic growth almost always do so while lacking what experts say are the essential preconditions for development, such as good infrastructure and institutions. In Beating the Odds, two of the world's leading development economists begin with this paradox to expla...