Analysis And Control Of Contagion Processes On Networks

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Temporal Network Epidemiology

Author : Naoki Masuda
Publisher : Springer
ISBN 13 : 9811052875
Total Pages : 345 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Temporal Network Epidemiology by : Naoki Masuda

Download or read book Temporal Network Epidemiology written by Naoki Masuda and published by Springer. This book was released on 2017-10-04 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers recent developments in epidemic process models and related data on temporally varying networks. It is widely recognized that contact networks are indispensable for describing, understanding, and intervening to stop the spread of infectious diseases in human and animal populations; “network epidemiology” is an umbrella term to describe this research field. More recently, contact networks have been recognized as being highly dynamic. This observation, also supported by an increasing amount of new data, has led to research on temporal networks, a rapidly growing area. Changes in network structure are often informed by epidemic (or other) dynamics, in which case they are referred to as adaptive networks. This volume gathers contributions by prominent authors working in temporal and adaptive network epidemiology, a field essential to understanding infectious diseases in real society.

Network Analysis

Author : Ulrik Brandes
Publisher : Springer
ISBN 13 : 3540319557
Total Pages : 481 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Network Analysis by : Ulrik Brandes

Download or read book Network Analysis written by Ulrik Brandes and published by Springer. This book was released on 2005-02-02 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: ‘Network’ is a heavily overloaded term, so that ‘network analysis’ means different things to different people. Specific forms of network analysis are used in the study of diverse structures such as the Internet, interlocking directorates, transportation systems, epidemic spreading, metabolic pathways, the Web graph, electrical circuits, project plans, and so on. There is, however, a broad methodological foundation which is quickly becoming a prerequisite for researchers and practitioners working with network models. From a computer science perspective, network analysis is applied graph theory. Unlike standard graph theory books, the content of this book is organized according to methods for specific levels of analysis (element, group, network) rather than abstract concepts like paths, matchings, or spanning subgraphs. Its topics therefore range from vertex centrality to graph clustering and the evolution of scale-free networks. In 15 coherent chapters, this monograph-like tutorial book introduces and surveys the concepts and methods that drive network analysis, and is thus the first book to do so from a methodological perspective independent of specific application areas.

Complex Spreading Phenomena in Social Systems

Author : Sune Lehmann
Publisher : Springer
ISBN 13 : 3319773321
Total Pages : 356 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Complex Spreading Phenomena in Social Systems by : Sune Lehmann

Download or read book Complex Spreading Phenomena in Social Systems written by Sune Lehmann and published by Springer. This book was released on 2018-06-21 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 spreading processes in real-world networks. Finally, Part 4 goes into detail with recent and exciting new developments: dedicated studies designed to measure specific aspects of the spreading processes, often using randomized control trials to isolate the network effect from confounders, such as homophily. Each contribution is authored by leading experts in the field. This volume, though based on technical selections of the most important results on complex spreading, remains quite accessible to the newly interested. The main benefit to the reader is that the topics are carefully structured to take the novice to the level of expert on the topic of social spreading processes. This book will be of great importance to a wide field: from researchers in physics, computer science, and sociology to professionals in public policy and public health.

Temporal Networks

Author : Petter Holme
Publisher : Springer
ISBN 13 : 3642364616
Total Pages : 356 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Temporal Networks by : Petter Holme

Download or read book Temporal Networks written by Petter Holme and published by Springer. This book was released on 2013-05-23 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: The concept of temporal networks is an extension of complex networks as a modeling framework to include information on when interactions between nodes happen. Many studies of the last decade examine how the static network structure affect dynamic systems on the network. In this traditional approach the temporal aspects are pre-encoded in the dynamic system model. Temporal-network methods, on the other hand, lift the temporal information from the level of system dynamics to the mathematical representation of the contact network itself. This framework becomes particularly useful for cases where there is a lot of structure and heterogeneity both in the timings of interaction events and the network topology. The advantage compared to common static network approaches is the ability to design more accurate models in order to explain and predict large-scale dynamic phenomena (such as, e.g., epidemic outbreaks and other spreading phenomena). On the other hand, temporal network methods are mathematically and conceptually more challenging. This book is intended as a first introduction and state-of-the art overview of this rapidly emerging field.

Dynamical Systems on Networks

Author : Mason Porter
Publisher : Springer
ISBN 13 : 3319266411
Total Pages : 91 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Dynamical Systems on Networks by : Mason Porter

Download or read book Dynamical Systems on Networks written by Mason Porter and published by Springer. This book was released on 2016-03-31 with total page 91 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is a tutorial for the study of dynamical systems on networks. It discusses both methodology and models, including spreading models for social and biological contagions. The authors focus especially on “simple” situations that are analytically tractable, because they are insightful and provide useful springboards for the study of more complicated scenarios. This tutorial, which also includes key pointers to the literature, should be helpful for junior and senior undergraduate students, graduate students, and researchers from mathematics, physics, and engineering who seek to study dynamical systems on networks but who may not have prior experience with graph theory or networks. Mason A. Porter is Professor of Nonlinear and Complex Systems at the Oxford Centre for Industrial and Applied Mathematics, Mathematical Institute, University of Oxford, UK. He is also a member of the CABDyN Complexity Centre and a Tutorial Fellow of Somerville College. James P. Gleeson is Professor of Industrial and Applied Mathematics, and co-Director of MACSI, at the University of Limerick, Ireland.

The SAGE Handbook of Social Network Analysis

Author : John Scott
Publisher : SAGE Publications
ISBN 13 : 1847873952
Total Pages : 641 pages
Book Rating : 4.8/5 (478 download)

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Book Synopsis The SAGE Handbook of Social Network Analysis by : John Scott

Download or read book The SAGE Handbook of Social Network Analysis written by John Scott and published by SAGE Publications. This book was released on 2011-05-25 with total page 641 pages. Available in PDF, EPUB and Kindle. Book excerpt: This sparkling Handbook offers an unrivalled resource for those engaged in the cutting edge field of social network analysis. Systematically, it introduces readers to the key concepts, substantive topics, central methods and prime debates. Among the specific areas covered are: Network theory Interdisciplinary applications Online networks Corporate networks Lobbying networks Deviant networks Measuring devices Key Methodologies Software applications. The result is a peerless resource for teachers and students which offers a critical survey of the origins, basic issues and major debates. The Handbook provides a one-stop guide that will be used by readers for decades to come.

Temporal Network Theory

Author : Petter Holme
Publisher : Springer Nature
ISBN 13 : 3031303997
Total Pages : 486 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Temporal Network Theory by : Petter Holme

Download or read book Temporal Network Theory written by Petter Holme and published by Springer Nature. This book was released on 2023-11-20 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the theoretical side of temporal network research and gives an overview of the state of the art in the field. Curated by two pioneers in the field who have helped to shape it, the book contains contributions from many leading researchers. Temporal networks fill the border area between network science and time-series analysis and are relevant for epidemic modeling, optimization of transportation and logistics, as well as understanding biological phenomena. Over the past 20 years, network theory has proven to be one of the most powerful tools for studying and analyzing complex systems. Temporal network theory is perhaps the most recent significant development in the field in recent years, with direct applications to many of the “big data” sets. This book appeals to students, researchers, and professionals interested in theory and temporal networks—a field that has grown tremendously over the last decade. This second edition of Temporal Network Theory extends the first with three chapters highlighting recent developments in the interface with machine learning.

Higher Order Networks: An Introduction to Simplicial Complexes

Author : Ginestra Bianconi
Publisher : Cambridge University Press
ISBN 13 : 1108726739
Total Pages : 149 pages
Book Rating : 4.1/5 (87 download)

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Book Synopsis Higher Order Networks: An Introduction to Simplicial Complexes by : Ginestra Bianconi

Download or read book Higher Order Networks: An Introduction to Simplicial Complexes written by Ginestra Bianconi and published by Cambridge University Press. This book was released on 2021-12-23 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Element presents one of the most recent developments in network science in a highly accessible style. This Element will be of interest to interdisciplinary scientists working in network science, in addition to mathematicians working in discrete topology and geometry and physicists working in quantum gravity.

Health Communication

Author : Phyllis Piotrow
Publisher : Praeger
ISBN 13 :
Total Pages : 340 pages
Book Rating : 4.X/5 (4 download)

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Book Synopsis Health Communication by : Phyllis Piotrow

Download or read book Health Communication written by Phyllis Piotrow and published by Praeger. This book was released on 1997-10-16 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Effective communication is the key to encouraging healthy behavior. Documenting a revolution in both theory and practice, Johns Hopkins University experts show that communication leads the way to healthy reproductive health and family planning behavior. They explain why communication makes so much difference and how communication programs can be made to work. This book presents a compilation of lessons learned by the Johns Hopkins Center for Communication Programs and its partners over 15 years of developing and implementing family planning communication projects campaigns in Africa, Asia, Latin America, and the Near East. An introductory essay provides an overview of family planning and communication worldwide and outlines the role of theory-based communication programs. The main part of the book presents lessons learned in the field about the process of designing and carrying out family planning communication projects. More than 60 lessons are presented, with descriptions and analysis of projects illustrating each lesson. A final essay explores the current and future challenges confronting family planning educators and other public health communicators.

Animal Social Networks

Author : Dr. Jens Krause
Publisher : Oxford University Press, USA
ISBN 13 : 0199679053
Total Pages : 279 pages
Book Rating : 4.1/5 (996 download)

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Book Synopsis Animal Social Networks by : Dr. Jens Krause

Download or read book Animal Social Networks written by Dr. Jens Krause and published by Oxford University Press, USA. This book was released on 2015 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book demonstrates the application of network theory to the social organization of animals.

Modeling Infectious Diseases in Humans and Animals

Author : Matt J. Keeling
Publisher : Princeton University Press
ISBN 13 : 1400841038
Total Pages : 385 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Modeling Infectious Diseases in Humans and Animals by : Matt J. Keeling

Download or read book Modeling Infectious Diseases in Humans and Animals written by Matt J. Keeling and published by Princeton University Press. This book was released on 2011-09-19 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: For epidemiologists, evolutionary biologists, and health-care professionals, real-time and predictive modeling of infectious disease is of growing importance. This book provides a timely and comprehensive introduction to the modeling of infectious diseases in humans and animals, focusing on recent developments as well as more traditional approaches. Matt Keeling and Pejman Rohani move from modeling with simple differential equations to more recent, complex models, where spatial structure, seasonal "forcing," or stochasticity influence the dynamics, and where computer simulation needs to be used to generate theory. In each of the eight chapters, they deal with a specific modeling approach or set of techniques designed to capture a particular biological factor. They illustrate the methodology used with examples from recent research literature on human and infectious disease modeling, showing how such techniques can be used in practice. Diseases considered include BSE, foot-and-mouth, HIV, measles, rubella, smallpox, and West Nile virus, among others. Particular attention is given throughout the book to the development of practical models, useful both as predictive tools and as a means to understand fundamental epidemiological processes. To emphasize this approach, the last chapter is dedicated to modeling and understanding the control of diseases through vaccination, quarantine, or culling. Comprehensive, practical introduction to infectious disease modeling Builds from simple to complex predictive models Models and methodology fully supported by examples drawn from research literature Practical models aid students' understanding of fundamental epidemiological processes For many of the models presented, the authors provide accompanying programs written in Java, C, Fortran, and MATLAB In-depth treatment of role of modeling in understanding disease control

Medical Innovation

Author : James S. Coleman
Publisher : Indianapolis : Bobbs-Merrill Company
ISBN 13 :
Total Pages : 278 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Medical Innovation by : James S. Coleman

Download or read book Medical Innovation written by James S. Coleman and published by Indianapolis : Bobbs-Merrill Company. This book was released on 1966 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Network Epidemiology

Author : Martina Morris
Publisher : Oxford University Press, USA
ISBN 13 : 0199269017
Total Pages : 252 pages
Book Rating : 4.1/5 (992 download)

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Book Synopsis Network Epidemiology by : Martina Morris

Download or read book Network Epidemiology written by Martina Morris and published by Oxford University Press, USA. This book was released on 2004-03-18 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: While much progress has been made on the biomedical front in treatments for HIV infection, prevention still relies on behaviour change. This book documents and explains the remarkable breakthroughs in behavioural research design that have emerged to confront this challenge.

CoMap: Mapping Contagion in the Euro Area Banking Sector

Author : Mehmet Ziya Gorpe
Publisher : International Monetary Fund
ISBN 13 : 1498312071
Total Pages : 63 pages
Book Rating : 4.4/5 (983 download)

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Book Synopsis CoMap: Mapping Contagion in the Euro Area Banking Sector by : Mehmet Ziya Gorpe

Download or read book CoMap: Mapping Contagion in the Euro Area Banking Sector written by Mehmet Ziya Gorpe and published by International Monetary Fund. This book was released on 2019-05-10 with total page 63 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper presents a novel approach to investigate and model the network of euro area banks’ large exposures within the global banking system. Drawing on a unique dataset, the paper documents the degree of interconnectedness and systemic risk of the euro area banking system based on bilateral linkages. We develop a Contagion Mapping model fully calibrated with bank-level data to study the contagion potential of an exogenous shock via credit and funding risks. We find that tipping points shifting the euro area banking system from a less vulnerable state to a highly vulnerable state are a non-linear function of the combination of network structures and bank-specific characteristics.

Theories of Communication Networks

Author : Peter R. Monge
Publisher : Oxford University Press
ISBN 13 : 019803637X
Total Pages : 431 pages
Book Rating : 4.1/5 (98 download)

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Book Synopsis Theories of Communication Networks by : Peter R. Monge

Download or read book Theories of Communication Networks written by Peter R. Monge and published by Oxford University Press. This book was released on 2003-03-27 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: To date, most network research contains one or more of five major problems. First, it tends to be atheoretical, ignoring the various social theories that contain network implications. Second, it explores single levels of analysis rather than the multiple levels out of which most networks are comprised. Third, network analysis has employed very little the insights from contemporary complex systems analysis and computer simulations. Foruth, it typically uses descriptive rather than inferential statistics, thus robbing it of the ability to make claims about the larger universe of networks. Finally, almost all the research is static and cross-sectional rather than dynamic. Theories of Communication Networks presents solutions to all five problems. The authors develop a multitheoretical model that relates different social science theories with different network properties. This model is multilevel, providing a network decomposition that applies the various social theories to all network levels: individuals, dyads, triples, groups, and the entire network. The book then establishes a model from the perspective of complex adaptive systems and demonstrates how to use Blanche, an agent-based network computer simulation environment, to generate and test network theories and hypotheses. It presents recent developments in network statistical analysis, the p* family, which provides a basis for valid multilevel statistical inferences regarding networks. Finally, it shows how to relate communication networks to other networks, thus providing the basis in conjunction with computer simulations to study the emergence of dynamic organizational networks.

Perspectives on Social Network Research

Author : Paul W. Holland
Publisher : Elsevier
ISBN 13 : 148326050X
Total Pages : 545 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Perspectives on Social Network Research by : Paul W. Holland

Download or read book Perspectives on Social Network Research written by Paul W. Holland and published by Elsevier. This book was released on 2013-10-22 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: Perspectives on Social Network Research covers the proceedings of the Mathematical Social Science Board's Advanced Research Symposium on Social Networks held at Dartmouth College, Hanover, New Hampshire, on September 18-21, 1975. This symposium was organized to survey research on social networks as well as review and criticize major research thrusts involving network studies of social behavior. The book covers topics such as the Davis/Holland/Leinhardt studies, structural sociometry, network analysis of the diffusion of innovations, and the deterministic models of social networks. Also covered are topics such as structural control models for group processes, social clusters and opinion clusters, equilibrating processes in social networks, and estimation of population totals by use of snowball samples. The text is recommended for sociologists, anthropologists, and psychologists, especially those who would like to know more about social network and are currently engaged in research in that particular field.

Teen Friendship Networks, Development, and Risky Behavior

Author : Mark E. Feinberg
Publisher : Oxford University Press
ISBN 13 : 0197602339
Total Pages : 409 pages
Book Rating : 4.1/5 (976 download)

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Book Synopsis Teen Friendship Networks, Development, and Risky Behavior by : Mark E. Feinberg

Download or read book Teen Friendship Networks, Development, and Risky Behavior written by Mark E. Feinberg and published by Oxford University Press. This book was released on 2023-09-05 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: The PROSPER study is the premier study of adolescent peer networks in the world, with a scope of over 12,000 youth in 28 school districts, and with 8 annual waves of data collection covering grades 6-12. Research output from the PROSPER study has provided extensive new insights in the areas of adolescent development, risky behaviors, and social networks. Through the lens of the PROSPER study, Teen Friendship Networks, Development, and Risky Behavior describes the many ways that adolescent friendship networks channel and facilitate the spread of adolescent substance use, delinquent behaviors, mental health problems, educational success, romantic relationships, and future development. Introductory chapters explain the theories of adolescent development and the elements of peer network science. The chapters of the main part of the book each focus on a domain of adolescent behavior, providing background on the topic and highlighting the contribution of the PROSPER study to understanding the way teen friendships operate to promote initiation or diffusion of the behavior or attribute. With coverage of major themes such as the ways that teens select friends based on particular characteristics or similarity between them, and the ways that friends, once selected, influence each other, as well as discussion of how friendship and network patterns are linked to the uptake and spread of positive prevention messages, Teen Friendship Networks, Development, and Risky Behavior will appeal to researchers and students across several fields.