Deep Diving into Data Protection


Book Description

This book celebrates the 40th anniversary of the creation of the CRID and the 10th anniversary of its successor, the CRIDS. It gathers twenty-one very high quality contributions on extremely interesting and topical aspects of data protection. The authors come from Europe as well as from the United States of America and Canada. Their contributions have been grouped as follows: 1° ICT Governance; 2° Commodification & Competition; 3° Secret surveillance; 4° Whistleblowing; 5° Social Medias, Web Archiving & Journalism; 6° Automated individual decision-making; 7° Data Security; 8° Privacy by design; 9° Health, AI, Scientific Research & Post-Mortem Privacy. This book is intended for all academics, researchers, students and practitioners who have an interest in privacy and data protection.




Advances in Econometrics, Operational Research, Data Science and Actuarial Studies


Book Description

This volume presents techniques and theories drawn from mathematics, statistics, computer science, and information science to analyze problems in business, economics, finance, insurance, and related fields. The authors present proposals for solutions to common problems in related fields. To this end, they are showing the use of mathematical, statistical, and actuarial modeling, and concepts from data science to construct and apply appropriate models with real-life data, and employ the design and implementation of computer algorithms to evaluate decision-making processes. This book is unique as it associates data science - data-scientists coming from different backgrounds - with some basic and advanced concepts and tools used in econometrics, operational research, and actuarial sciences. It, therefore, is a must-read for scholars, students, and practitioners interested in a better understanding of the techniques and theories of these fields.




Johor


Book Description

In 1990, the Malaysian state of Johor—along with Singapore and the Indonesian island of Batam—launched the Growth Triangle to attract foreign direct investment. For Johor, this drive was very successful, transforming its economy and driving up income levels. Today, Johor is one of Malaysia’s “developed” states, housing large clusters of electrical and electronics, food processing, and furniture producing firms. While welcome, this structural transformation has also entailed important challenges and strategic choices. After three decades, Johor’s manufacture-for-export model is under question, as it faces increasing competition and flat-lining technological capabilities. In response, the state has sought to diversify its economy through strategic investments in new, mostly service-based activities. Yet, Johor retains pockets of excellence in traditional sectors that also require support and policy attention. The state’s economic transformation has also been accompanied by far-reaching political, social, and environmental change. Not least, Johor’s growing population has generated demand for affordable housing and put pressure on public services. The strain has been exacerbated by workers from other states and overseas. These demographic factors and large-scale projects have, in turn, put stress on the environment. These economic and social changes have also had political ramifications. While Johor is a bastion of two of the country’s oldest and most established political parties, the state’s large, urban and connected electorate has made it hospitable terrain for new political organisations. Beyond electoral politics, Johor is also the home of a powerful and influential royal family, with very specific ideas about its role in the state’s political life. Building on earlier work by the ISEAS – Yusof Ishak Institute on the Singapore-Johor-Riau Islands Cross-border Region, this book focuses on this important Malaysian state, as it deals with important domestic challenges on one hand and strives to engage with international markets on the other. “I have always felt that there are many more complementarities possible between Singapore and Johor. This would be to the benefit of both economies, but the political division between the two was just too great. The two economies lived adjacent but separate lives—Singapore looking out to the world and Johor looking north—until initiatives such as the Iskandar Malaysia development corridor began to change things significantly. The concern now is that the pendulum may have swung too much the other way, driven by the huge income and price differentials as well as Singapore’s global city status. Francis and Serina’s compilation is a welcomed attempt at understanding Johor in a much more comprehensive manner; not just its changing economy but how its politics and society have been impacted by these changes – which is a more endogenized view of economic integration.” — Dr Nungsari Ahmad Radhi, former MP Balik Palau and Executive Director, Khazanah Nasional “Drawing on the expertise of internationally known specialists, this insightful collection explores the multiple ways in which Johor’s economic development has influenced the contemporary political scene, and the effects on local society and the environment. Skillfully edited and meticulously researched, Johor: Abode of Development? is not merely required reading for anyone interested in contemporary Malaysia, but will be of immense value to historians of the future.”—Barbara Watson Andaya, Professor of Asian Studies, University of Hawai’i




A Guide to identifying priorities and indicators for restoration monitoring


Book Description

This guide walks practitioners through seven questions to help them make decisions regarding restoration monitoring. First, practitioners are asked to determine their restoration goals, land use and barriers to sustainability. These choices are filtered by constraints and priorities, so the practitioner will develop the indicators needed to setup their monitoring framework. It provides a framework for identifying indicators. Indicators are value laden measures of development performance designed to measure and calibrate progress. Environmental indicators are used to provide synthesized knowledge on environmental issues, and to highlight the extent of environmental trends. They also help to reduce complexity, provide important links between science and policy, and help decision-makers to provide guidance on environmental governance. An indicator framework can provide a management tool to help countries develop implementation strategies and allocate resources accordingly to reach restoration goals. Tracking progress with indicators can act as a report card to measure progress towards restoration and help ensure the accountability of all stakeholders for achieving the goals. The guide uses country case studies to show how a practitioner could answer the questions, offering a menu of potential indicators for measuring progress that other monitoring practitioners might find useful. Next, it highlights the different types of data that can feed into creating an indicator framework, depending on resource constraints and information needs. Some restoration programs may require fewer, cost-effective indicators that are collected locally. Other programs, may be able to integrate small, locally collected data with big data from satellite imagery and social media.







A Modern Guide To Labour and the Platform Economy


Book Description

Providing an insightful analysis of the key issues and significant trends relating to labour within the platform economy, this Modern Guide considers the existing comparative evidence covering all world regions. It also provides an in-depth look at digital labour platforms in their historical, economic and geographical contexts.




Large Language Models in Finance: A Deep Dive


Book Description

"Large Language Models in Finance: A Deep Dive" offers an insightful exploration into the application of advanced language models within the finance sector. This book delves into the transformative impact of large language models (LLMs) on various aspects of finance, offering a comprehensive overview suitable for both novices and experts in the field. Through the lens of LLMs, readers gain a deeper understanding of how natural language processing (NLP) techniques are revolutionizing financial operations. The book begins by elucidating the significance of LLMs in finance, highlighting their role in tasks such as sentiment analysis, financial forecasting, risk management, and fraud detection. With a focus on practical applications, "Large Language Models in Finance" provides insights into how LLMs are utilized for sentiment analysis, enabling financial professionals to gauge market sentiment and make informed investment decisions. It further explores their role in financial forecasting and predictions, facilitating the development of quantitative trading strategies and enhancing decision-making processes. The book also delves into the crucial aspect of risk management and compliance, showcasing how LLMs aid in identifying potential risks, automating compliance checks, and ensuring adherence to regulatory requirements. Readers gain valuable insights into the ethical considerations surrounding the use of LLMs in finance, including data privacy, bias mitigation, and the responsible deployment of AI technologies. Moreover, "Large Language Models in Finance" offers practical guidance on leveraging LLMs for financial reporting, analysis, and automation, enabling organizations to streamline processes and derive actionable insights from vast amounts of data. The book concludes with a forward-looking perspective, exploring emerging trends, future innovations, and the evolving landscape of LLMs in finance. In summary, "Large Language Models in Finance: A Deep Dive" serves as a comprehensive guide for anyone interested in understanding the transformative potential of LLMs in the finance industry. With its accessible language, practical examples, and forward-thinking insights, this book is essential reading for finance professionals, researchers, and enthusiasts alike.




Complex Networks and Their Applications XI


Book Description

This book highlights cutting-edge research in the field of network science, offering scientists, researchers, students, and practitioners a unique update on the latest advances in theory and a multitude of applications. It presents the peer-reviewed proceedings of the XI International Conference on Complex Networks and their Applications (COMPLEX NETWORKS 2022). The carefully selected papers cover a wide range of theoretical topics such as network models and measures; community structure, network dynamics; diffusion, epidemics, and spreading processes; resilience and control as well as all the main network applications, including social and political networks; networks in finance and economics; biological and neuroscience networks and technological networks.




Re-Constructing the Global Network Economy


Book Description

This book looks at how to build more resilience into socio-economic networks within local communities. Understanding the relationships between attachment to place, complex systems and patterns of knowledge creation is not straightforward, but these relationships are emerging as the challenges that we face in bridging the gap between the social worlds that we inhabit and an emerging digital world. These issues have been brought into even sharper focus through changes resulting from the COVID-19 pandemic. On the one hand, forced familiarity with communication technologies is driving globalisation forwards, whilst on the other, the crisis has created awareness of dependencies and heightened desires for more local solutions. Plenty of books have been written about the rise of digital networks and the decline of local communities. This book takes a radical approach by identifying how these trends fit together and provides examples of how digital networks can be made to work for the local as well as the global economy. Using a case study approach, the book offers a clear-sighted view of the role of relational capital in specific places and organisations and shows the transformational impact that they can have at a micro level. The book deliberately seeks to shake up preconceived ideas and is ideal for strategy practitioners and policy makers within governments and NGOs involved in connecting local to wider network economies.




Healthtech Innovation


Book Description

Today, over 500,000 medical technologies are available in hospitals, homes, and community care settings. They range from simple bandages to complex, multi-part body scanners that cost millions of dollars to develop. Yet a typical technology has a lifecycle of just 21 months before an improved product usurps it—the healthcare ecosystem is rapidly advancing and driven by a constant flow of innovation. And those innovations need innovators. With $21 billion made available for investment in the digital healthcare industry in 2020 (a 20x increase on 2010), entrepreneurs, investors, and related actors are entering the healthcare ecosystem in greater numbers than ever before. Last year alone, over 17,000 medical technology patents were filed, the third highest of all patent types. Each of those has a dedicated team of entrepreneurs behind it. Yet with increasingly strict regulations and pharmaceutical giants growing more aggressive, many thousands of entrepreneurs fail before even the patent stage: just 2% secure revenue or adoption. Healthtech Innovation: How Entrepreneurs Can Define and Build the Value of Their New Products is a down-to-earth survival guide for entrepreneurs struggling to secure a strategic position within the healthtech ecosystem. Which is expected that by 2026, the global digital health market size will be around $657 billion. This book is designed to help innovators navigate this complex and newly volatile landscape. It covers business strategy, marketing, funding acquisition, and operation in a global regulatory context. It is written in simple language, evidenced by the latest academic and industry research, and explained using real-world examples and case studies.