As demand for tertiary education continues to rise across Asia, countries are expanding their higher education systems outwards by constructing new universities, hiring more faculty and encouraging private provision. Many of these systems are also moving upwards by introducing new graduate programmes to ensure that there are enough qualified professors and researchers for the future. Based on data from the UNESCO Institute for Statistics (UIS) and a diverse range of national and international sources, this report provides a comprehensive view to evaluate different strategies to expand graduate education. Special focus is given to middle-income countries in the region which have recently experienced the most dramatic growth through an innovative mix of policies. For example, interventions aimed at improving university rankings may be controversial but are nonetheless reshaping university reforms. The report highlights the pros and cons by comparing the three most commonly-used university ranking systems. Across the region, countries are not simply seeking to accommodate more students - they are striving to build top-quality universities that can produce the research and workforce needed for national economic development. So this report presents a range of data to better evaluate the economic benefits flowing from university research, as well as the spillover effects to the private sector. The authors also analyse the ways in which international collaboration can boost the productivity and quality of university-based research. Overall, this report provides the data and analysis to help countries weigh the balance of different policies to expand their higher education systems.

"This is a well crafted, timely book that comes at a time when so much is happening in higher education contexts across the world. Clearly, it is in response to these global (and selectively local) trends that Kariwo, Gounko and Nungu bring together an impressive lineup of both established and emerging scholars who achieve a comprehensive and critically constructed perspective on tertiary education systems. Collectively, the chapters in this work shall expand the epistemic boundaries of the area and its affiliated disciplines, and the book as a whole will greatly benefit interested scholars, students, education policy makers and the public at large. " - Ali A. Abdi, Professor, University of Alberta "This book is a valuable contribution to knowledge on higher education and provides an international perspective on issues, challenges and dilemmas resulting from the rapid expansion of higher education. The volume is an excellent text that integrates theoretical and analytical studies as well as empirical regional studies. It gives some insights on how different countries and regions have been responding to massification and accessing of higher education. It will appeal to researchers, graduate students and faculty in Higher or Post-Secondary Education as well as International and Comparative Education. " - Edward Shizha, Associate Professor, Wilfrid Laurier University (Brantford Campus)

East Asia is a most dynamic region and its fast developing higher education and research systems are gathering great momentum. East Asian higher education has common cultural roots in Chinese civilization, and in indigenous traditions, each country has been shaped in different ways by Western intervention, and all are building global strategies. Shared educational agendas combine with long political tensions and rising national identities. Hope and fear touch each other. What are the prospects for regional harmony-in-diversity? How do internationalization and indigenization interplay in higher education in this remarkable region, where so much of the future of humanity will be decided? Experts from Australia, China mainland, Hong Kong SAR, Japan, South Korea, Taiwan, the UK and Vietnam probe these dynamics, with original perspectives, robust evidence and brilliant writing. Changing Higher Education in East Asia deepens our understanding of internationalization and globalization agendas such as world-class universities and international students. It takes readers further, exploring the role of higher education in furthering the global public and common good, world citizenship education, the internationalization of the humanities and social sciences, geopolitics and higher education development, cross-border academic mobility, the effects of the Covid-19 pandemic on regional student mobility, and future regionalization in East Asia.

This book unlocks mysteries surrounding university presidents. Presidents have a large and growing influence on world and academic affairs. Yet until now, little has been revealed about how they enact their roles, how they capture motivation and academic energy, and their views on higher education. This book sheds light on these critical topics, revealing insights from in-depth interviews with presidents of nineteen globally focused universities from thirteen countries. The book presents the interview transcripts and surrounds these with interpretative commentary. Underpinned by leadership theory and framed by analysis, the book provides glimpses into how top leaders think, how presidents manoeuvre through their careers, how leaders form and run productive teams, and opportunities for research and innovation. Common themes and challenges are identified. The presidents reflect on university landscapes, strategic outlooks, the formation of executive teams, online teaching, funding, industry engagement, sustainability, grand challenges, and interdisciplinarity. This book is for professionals and scholars who are interested in education, universities, public policy, science and humanities, and global affairs.

This book is a detailed reference guide on deep learning and its applications. It aims to provide a basic understanding of deep learning and its different architectures that are applied to process images, speech, and natural language. It explains basic concepts and many modern use cases through fifteen chapters contributed by computer science academics and researchers. By the end of the book, the reader will become familiar with different deep learning approaches and models, and understand how to implement various deep learning algorithms using multiple frameworks and libraries. This book is divided into three parts. The first part explains the basic operating understanding, history, evolution, and challenges associated with deep learning. The basic concepts of mathematics and the hardware requirements for deep learning implementation, and some of its popular frameworks for medical applications are also covered. The second part is dedicated to sentiment analysis using deep learning and machine learning techniques. This book section covers the experimentation and application of deep learning techniques and architectures in real-world applications. It details the salient approaches, issues, and challenges in building ethically aligned machines. An approach inspired by traditional Eastern thought and wisdom is also presented. The final part covers artificial intelligence approaches used to explain the machine learning models that enhance transparency for the benefit of users. A review and detailed description of the use of knowledge graphs in generating explanations for black-box recommender systems and a review of ethical system design and a model for sustainable education is included in this section. An additional chapter demonstrates how a semi-supervised machine learning technique can be used for cryptocurrency portfolio management. The book is a timely reference for academicians, professionals, researchers and students at engineering and medical institutions working on artificial intelligence applications.

This book offers a critical examination of contemporary higher education reforms in Thailand situated in the broader historical, socio-economic and political changes. Through a qualitative case study with three methods of inquiry, this book explores why different 'global education policies' such quasi-privatisation, internationalization, as quality assessment (QA) have resonated in Thailand higher education sector. Grounded in policy borrowing and lending, this book uses the politics, economics and culture of borrowing to analyse major reforms in Thailand for the past one hundred years. It is argued that historical legacy, policy contexts and belief systems of policy elites play pivotal roles in facilitating policy changes or the lack thereof. While historical analysis elucidates that the Thai state has always been an active borrower of western ideas, the perseverance of the 'Thai-ness' discourse has often been used to suggest its so-called independence and idiosyncrasy. This in-depth analysis of the Thai case aims to contribute to the critical studies in Asian education, comparative higher education, policy borrowing and lending and Thai studies. The Culture of Borrowing intensively studies the policy appropriation in the Thai education system by analysing: • Selective Borrowing and the Historical Development of Thai Higher Education • The Asian Economic Crisis as Window of Opportunity: Autonomous University • Internationalization of Teaching: Quantitative and Qualitative Challenges • The Emergence of Quality Policies and their Rationales • The Intended and Unintended Consequences of Quality Policies This book will appeal to researchers in Education, particularly to scholars studying educational policies within the context of tertiary education. It will also interest scholars specialising in Asian and South-east Asian Studies.