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Working with Network Data
Drawing examples from real-world networks, this essential book traces the methods behind network analysis and explains how network data is first gathered, then processed and interpreted. The text will equip you with a toolbox of diverse methods and data modelling approaches, allowing you to quickly start making your own calculations on a huge variety of networked systems. This book sets you up to succeed, addressing the questions of what you need to know and what to do with it, when beginning to work with network data. The hands-on approach adopted throughout means that beginners quickly become capable practitioners, guided by a wealth of interesting examples that demonstrate key concepts. Exercises using real-world data extend and deepen your understanding, and develop effective working patterns in network calculations and analysis. Suitable for both graduate students and researchers across a range of disciplines, this novel text provides a fast-track to network data expertise.
Complex Spreading Phenomena in Social Systems
This text is about spreading of information and influence in complex networks. Although previously considered similar and modeled in parallel approaches, there is now experimental evidence that epidemic and social spreading work in subtly different ways. While previously explored through modeling, there is currently an explosion of work on revealing the mechanisms underlying complex contagion based on big data and data-driven approaches. This volume consists of four parts. Part 1 is an Introduction, providing an accessible summary of the state of the art. Part 2 provides an overview of the central theoretical developments in the field. Part 3 describes the empirical work on observing spreadi...
Cloud Services, Networking, and Management
Cloud Services, Networking and Management provides a comprehensive overview of the cloud infrastructure and services, as well as their underlying management mechanisms, including data center virtualization and networking, cloud security and reliability, big data analytics, scientific and commercial applications. Special features of the book include: State-of-the-art content Self-contained chapters for readers with specific interests Includes commercial applications on Cloud (video services and games)
Atlas of Forecasts
Forecasting the future with advanced data models and visualizations. To envision and create the futures we want, society needs an appropriate understanding of the likely impact of alternative actions. Data models and visualizations offer a way to understand and intelligently manage complex, interlinked systems in science and technology, education, and policymaking. Atlas of Forecasts, from the creator of Atlas of Science and Atlas of Knowledge, shows how we can use data to predict, communicate, and ultimately attain desirable futures. Using advanced data visualizations to introduce different types of computational models, Atlas of Forecasts demonstrates how models can inform effective decision-making in education, science, technology, and policymaking. The models and maps presented aim to help anyone understand key processes and outcomes of complex systems dynamics, including which human skills are needed in an artificial intelligence-empowered economy; what progress in science and technology is likely to be made; and how policymakers can future-proof regions or nations. This Atlas offers a driver's seat-perspective for a test-drive of the future.
Rural Lifestyles, Community Well-being and Social Change: Lessons from Country Australia for Global Citizens
In our increasingly global world, individuals are highly mobile and interconnected. Politics, policies and technologies foster interconnection amongst and within countries as individuals relocate from one place to another. One key issue facing developed and developing countries is urban overcrowding. In Australia, urban density is one factor prompting institutions and individuals to embrace ‘rural revival’ as a possible solution to urban congestion and rural decline. In the past decade, rural Australia has received heightened publicity and interest as a lifestyle destination encouraged by national decentralization policies to alleviate urban overcrowding, particularly the metropolises Me...
Mathematical Modeling, Simulations, and AI for Emergent Pandemic Diseases
Mathematical Modeling, Simulations, and Artificial Intelligence for Emergent Pandemic Diseases: Lessons Learned from COVID-19 includes new research, models and simulations developed during the COVID-19 pandemic into how mathematical methods and practice can impact future response. Chapters go beyond forecasting COVID-19, bringing different scale angles and mathematical techniques (e.g., ordinary differential and difference equations, agent-based models, artificial intelligence, and complex networks) which could have potential use in modeling other emergent pandemic diseases. A major part of the book focuses on preparing the scientific community for the next pandemic, particularly the applica...
Real Life in Real Time
The cultural ramifications of online live streaming, including its effects on identity and power in digital spaces. Some consider live streaming—the broadcasting of video and/or audio footage live online—simply an internet fad or source of entertainment, yet it is at the center of the digital mediation of our lives. In this edited volume, Johanna Brewer, Bo Ruberg, Amanda L. L. Cullen, and Christopher J. Persaud present a broad range of essays that explore the cultural implications of live streaming, paying special attention to how it is shifting notions of identity and power in digital spaces. The diverse set of international authors included represent a variety of perspectives, from di...
Complex Networks V
A network is a mathematical object consisting of a set of points that are connected to each other in some fashion by lines. It turns out this simple description corresponds to a bewildering array of systems in the real world, ranging from technological ones such as the Internet and World Wide Web, biological networks such as that of connections of the nervous systems, food webs or protein interactions, infrastructural systems such as networks of roads, airports or the power-grid, to patterns of social and professional relationships such as friendship, sex partners, network of Hollywood actors, co-authorship networks and many more. Recent years have witnessed a substantial amount of interest ...
What Should We Do?
"Active and responsible citizens form or join and sustain functional groups in which they ask the fundamental civic question: What should we do? In these groups, they characteristically face problems of collective action (such as free-riding), of discourse (e.g., propaganda and ideology), and of exclusion. Elinor Ostrom and the Bloomington School of political economy demonstrate that collective-action problems can be solved and suggest "design principles" that increase the odds of success. Jürgen Habermas argues that people can deliberate; experiments with deliberative democracy offer insights about what makes these conversations go well. Gandhi and Martin Luther King, Jr. offer models of n...
Digital Suffragists
Why women’s voices are outnumbered online and what we can do about it, by a New York Times comment moderator. If you’ve read the comments posted by readers of online news sites, you may have noticed the absence of women’s voices. Men are by far the most prolific commenters on politics and public affairs. When women do comment, they are often attacked or dismissed more than men are. In fact, the comment forums on news sites replicate conditions of the offline and social media worlds, where women are routinely interrupted, threatened, demeaned, and called wrong, unruly, disgusting, and out of place. In Digital Suffragists, Marie Tessier—a veteran journalist and a New York Times comment...
