Modeling Influence Diffusion In Networks For Community Detection Resilience Analysis And Viral Marketing

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Diffusion in Social Networks

Author : Paulo Shakarian
Publisher : Springer
ISBN 13 : 3319231057
Total Pages : 110 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Diffusion in Social Networks by : Paulo Shakarian

Download or read book Diffusion in Social Networks written by Paulo Shakarian and published by Springer. This book was released on 2015-09-16 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the leading models of social network diffusion that are used to demonstrate the spread of disease, ideas, and behavior. It introduces diffusion models from the fields of computer science (independent cascade and linear threshold), sociology (tipping models), physics (voter models), biology (evolutionary models), and epidemiology (SIR/SIS and related models). A variety of properties and problems related to these models are discussed including identifying seeds sets to initiate diffusion, game theoretic problems, predicting diffusion events, and more. The book explores numerous connections between social network diffusion research and artificial intelligence through topics such as agent-based modeling, logic programming, game theory, learning, and data mining. The book also surveys key empirical results in social network diffusion, and reviews the classic and cutting-edge research with a focus on open problems.

Understanding Social Networks

Author : Charles Kadushin
Publisher : Oxford University Press
ISBN 13 : 0195379462
Total Pages : 265 pages
Book Rating : 4.1/5 (953 download)

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Book Synopsis Understanding Social Networks by : Charles Kadushin

Download or read book Understanding Social Networks written by Charles Kadushin and published by Oxford University Press. This book was released on 2012-01-19 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding Social Networks explains the big ideas that underlie social networks, covering fundamental concepts then discussing networks and their core themes in increasing order of complexity.

Communities in Action

Author : National Academies of Sciences, Engineering, and Medicine
Publisher : National Academies Press
ISBN 13 : 0309452961
Total Pages : 583 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis Communities in Action by : National Academies of Sciences, Engineering, and Medicine

Download or read book Communities in Action written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2017-04-27 with total page 583 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the United States, some populations suffer from far greater disparities in health than others. Those disparities are caused not only by fundamental differences in health status across segments of the population, but also because of inequities in factors that impact health status, so-called determinants of health. Only part of an individual's health status depends on his or her behavior and choice; community-wide problems like poverty, unemployment, poor education, inadequate housing, poor public transportation, interpersonal violence, and decaying neighborhoods also contribute to health inequities, as well as the historic and ongoing interplay of structures, policies, and norms that shape lives. When these factors are not optimal in a community, it does not mean they are intractable: such inequities can be mitigated by social policies that can shape health in powerful ways. Communities in Action: Pathways to Health Equity seeks to delineate the causes of and the solutions to health inequities in the United States. This report focuses on what communities can do to promote health equity, what actions are needed by the many and varied stakeholders that are part of communities or support them, as well as the root causes and structural barriers that need to be overcome.

Exponential Random Graph Models for Social Networks

Author : Dean Lusher
Publisher : Cambridge University Press
ISBN 13 : 0521193567
Total Pages : 361 pages
Book Rating : 4.5/5 (211 download)

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Book Synopsis Exponential Random Graph Models for Social Networks by : Dean Lusher

Download or read book Exponential Random Graph Models for Social Networks written by Dean Lusher and published by Cambridge University Press. This book was released on 2013 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an account of the theoretical and methodological underpinnings of exponential random graph models (ERGMs).

Freedom and Control in Modern Society

Author : Theodore Fred Abel
Publisher :
ISBN 13 :
Total Pages : 326 pages
Book Rating : 4.:/5 (249 download)

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Book Synopsis Freedom and Control in Modern Society by : Theodore Fred Abel

Download or read book Freedom and Control in Modern Society written by Theodore Fred Abel and published by . This book was released on 1954 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt:

At the Crossroads: Lessons and Challenges in Computational Social Science

Author : Javier Borge-Holthoefer
Publisher : Frontiers Media SA
ISBN 13 : 288945021X
Total Pages : 100 pages
Book Rating : 4.8/5 (894 download)

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Book Synopsis At the Crossroads: Lessons and Challenges in Computational Social Science by : Javier Borge-Holthoefer

Download or read book At the Crossroads: Lessons and Challenges in Computational Social Science written by Javier Borge-Holthoefer and published by Frontiers Media SA. This book was released on 2016-11-29 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: The interest of physicists in economic and social questions is not new: for over four decades, we have witnessed the emergence of what is called nowadays “sociophysics” and “econophysics”, vigorous and challenging areas within the wider “Interdisciplinary Physics”. With tools borrowed from Statistical Physics and Complexity, this new area of study have already made important contributions, which in turn have fostered the development of novel theoretical foundations in Social Science and Economics, via mathematical approaches, agent-based modelling and numerical simulations. From these foundations, Computational Social Science has grown to incorporate as well the empirical component --aided by the recent data deluge from the Web 2.0 and 3.0--, closing in this way the experiment-theory cycle in the best tradition of Physics.

Bayesian Networks

Author : Olivier Pourret
Publisher : John Wiley & Sons
ISBN 13 : 9780470994542
Total Pages : 446 pages
Book Rating : 4.9/5 (945 download)

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Book Synopsis Bayesian Networks by : Olivier Pourret

Download or read book Bayesian Networks written by Olivier Pourret and published by John Wiley & Sons. This book was released on 2008-04-30 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bayesian Networks, the result of the convergence of artificial intelligence with statistics, are growing in popularity. Their versatility and modelling power is now employed across a variety of fields for the purposes of analysis, simulation, prediction and diagnosis. This book provides a general introduction to Bayesian networks, defining and illustrating the basic concepts with pedagogical examples and twenty real-life case studies drawn from a range of fields including medicine, computing, natural sciences and engineering. Designed to help analysts, engineers, scientists and professionals taking part in complex decision processes to successfully implement Bayesian networks, this book equips readers with proven methods to generate, calibrate, evaluate and validate Bayesian networks. The book: Provides the tools to overcome common practical challenges such as the treatment of missing input data, interaction with experts and decision makers, determination of the optimal granularity and size of the model. Highlights the strengths of Bayesian networks whilst also presenting a discussion of their limitations. Compares Bayesian networks with other modelling techniques such as neural networks, fuzzy logic and fault trees. Describes, for ease of comparison, the main features of the major Bayesian network software packages: Netica, Hugin, Elvira and Discoverer, from the point of view of the user. Offers a historical perspective on the subject and analyses future directions for research. Written by leading experts with practical experience of applying Bayesian networks in finance, banking, medicine, robotics, civil engineering, geology, geography, genetics, forensic science, ecology, and industry, the book has much to offer both practitioners and researchers involved in statistical analysis or modelling in any of these fields.

Handbook of Social Network Technologies and Applications

Author : Borko Furht
Publisher : Springer Science & Business Media
ISBN 13 : 1441971424
Total Pages : 718 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Handbook of Social Network Technologies and Applications by : Borko Furht

Download or read book Handbook of Social Network Technologies and Applications written by Borko Furht and published by Springer Science & Business Media. This book was released on 2010-11-04 with total page 718 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social networking is a concept that has existed for a long time; however, with the explosion of the Internet, social networking has become a tool for people to connect and communicate in ways that were impossible in the past. The recent development of Web 2.0 has provided many new applications, such as Myspace, Facebook, and LinkedIn. The purpose of Handbook of Social Network Technologies and Applications is to provide comprehensive guidelines on the current and future trends in social network technologies and applications in the field of Web-based Social Networks. This handbook includes contributions from world experts in the field of social networks from both academia and private industry. A number of crucial topics are covered including Web and software technologies and communication technologies for social networks. Web-mining techniques, visualization techniques, intelligent social networks, Semantic Web, and many other topics are covered. Standards for social networks, case studies, and a variety of applications are covered as well.

Global Trends 2040

Author : National Intelligence Council
Publisher : Cosimo Reports
ISBN 13 : 9781646794973
Total Pages : 158 pages
Book Rating : 4.7/5 (949 download)

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Book Synopsis Global Trends 2040 by : National Intelligence Council

Download or read book Global Trends 2040 written by National Intelligence Council and published by Cosimo Reports. This book was released on 2021-03 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The ongoing COVID-19 pandemic marks the most significant, singular global disruption since World War II, with health, economic, political, and security implications that will ripple for years to come." -Global Trends 2040 (2021) Global Trends 2040-A More Contested World (2021), released by the US National Intelligence Council, is the latest report in its series of reports starting in 1997 about megatrends and the world's future. This report, strongly influenced by the COVID-19 pandemic, paints a bleak picture of the future and describes a contested, fragmented and turbulent world. It specifically discusses the four main trends that will shape tomorrow's world: - Demographics-by 2040, 1.4 billion people will be added mostly in Africa and South Asia. - Economics-increased government debt and concentrated economic power will escalate problems for the poor and middleclass. - Climate-a hotter world will increase water, food, and health insecurity. - Technology-the emergence of new technologies could both solve and cause problems for human life. Students of trends, policymakers, entrepreneurs, academics, journalists and anyone eager for a glimpse into the next decades, will find this report, with colored graphs, essential reading.

Brokerage and Closure

Author : Ronald S. Burt
Publisher : OUP Oxford
ISBN 13 : 0191622850
Total Pages : 296 pages
Book Rating : 4.1/5 (916 download)

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Book Synopsis Brokerage and Closure by : Ronald S. Burt

Download or read book Brokerage and Closure written by Ronald S. Burt and published by OUP Oxford. This book was released on 2007-09-06 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social Capital, the advantage created by location in social structure, is a critical element in business strategy. Who has it, how it works, and how to develop it have become key questions as markets, organizations, and careers become more and more dependent on informal, discretionary relationships. The formal organization deals with accountability; Everything else flows through the informal: advice, coordination, cooperation friendship, gossip, knowledge, trust. Informal relations have always been with us, they have always mattered. What is new is the range of activities in which they now matter, and the emerging clarity we have about how they create advantage for certain people at the expense of others. This is done by brokerage and closure. Ronald S. Burt builds upon his celebrated work in this area to explore the nature of brokerage and closure. Brokerage is the activity of people who live at the intersection of social worlds, who have a vision advantage of seeing and developing good ideas, an advantage which can be seen in their compensation, recognition, and the responsibility they're entrusted with in comparison to their peers. Closure is the tightening of coordination in a closed network of people, and people who do this do well as a complement to brokers because of the trust and alignment they create. Brokerage and Closure explores how these elements work together to define social capital, showing how in the business world reputation has come to replace authority, pursued opportunity assignment, and reward has come to be associated with achieving competitive advantage in a social order of continuous disequilibrium.

Principles of Social Networking

Author : Anupam Biswas
Publisher : Springer Nature
ISBN 13 : 9811633983
Total Pages : 447 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Principles of Social Networking by : Anupam Biswas

Download or read book Principles of Social Networking written by Anupam Biswas and published by Springer Nature. This book was released on 2021-08-18 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents new and innovative current discoveries in social networking which contribute enough knowledge to the research community. The book includes chapters presenting research advances in social network analysis and issues emerged with diverse social media data. The book also presents applications of the theoretical algorithms and network models to analyze real-world large-scale social networks and the data emanating from them as well as characterize the topology and behavior of these networks. Furthermore, the book covers extremely debated topics, surveys, future trends, issues, and challenges.

Networks

Author : Mark Newman
Publisher : OUP Oxford
ISBN 13 : 0191500704
Total Pages : 789 pages
Book Rating : 4.1/5 (915 download)

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Book Synopsis Networks by : Mark Newman

Download or read book Networks written by Mark Newman and published by OUP Oxford. This book was released on 2010-03-25 with total page 789 pages. Available in PDF, EPUB and Kindle. Book excerpt: The scientific study of networks, including computer networks, social networks, and biological networks, has received an enormous amount of interest in the last few years. The rise of the Internet and the wide availability of inexpensive computers have made it possible to gather and analyze network data on a large scale, and the development of a variety of new theoretical tools has allowed us to extract new knowledge from many different kinds of networks. The study of networks is broadly interdisciplinary and important developments have occurred in many fields, including mathematics, physics, computer and information sciences, biology, and the social sciences. This book brings together for the first time the most important breakthroughs in each of these fields and presents them in a coherent fashion, highlighting the strong interconnections between work in different areas. Subjects covered include the measurement and structure of networks in many branches of science, methods for analyzing network data, including methods developed in physics, statistics, and sociology, the fundamentals of graph theory, computer algorithms, and spectral methods, mathematical models of networks, including random graph models and generative models, and theories of dynamical processes taking place on networks.

Social, Cultural, and Behavioral Modeling

Author : Robert Thomson
Publisher : Springer Nature
ISBN 13 : 3030612554
Total Pages : 365 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Social, Cultural, and Behavioral Modeling by : Robert Thomson

Download or read book Social, Cultural, and Behavioral Modeling written by Robert Thomson and published by Springer Nature. This book was released on 2020-10-10 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 13th International Conference on Social, Cultural, and Behavioral Modeling, SBP-BRiMS 2020, which was planned to take place in Washington, DC, USA. Due to the COVID-19 pandemic the conference was held online during October 18–21, 2020. The 33 full papers presented in this volume were carefully reviewed and selected from 66 submissions. A wide number of disciplines are represented including computer science, psychology, sociology, communication science, public health, bioinformatics, political science, and organizational science. Numerous types of computational methods are used, such as machine learning, language technology, social network analysis and visualization, agent-based simulation, and statistics.

Digital Entertainment

Author : Subhankar Das
Publisher : Springer Nature
ISBN 13 : 9811597243
Total Pages : 265 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Digital Entertainment by : Subhankar Das

Download or read book Digital Entertainment written by Subhankar Das and published by Springer Nature. This book was released on 2021-02-06 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a clear constructive representation for policy framework, effect, and integrities of various platforms that are vocal about digital entertainment. It provides a holistic representation of all the platforms, whether they are application based or AI based or web portal based. Digital Entertainment incorporates Internet-based gaming, remote gaming, online applications for TV, music, and films fans, and types of consumer-to-consumer (C2C) stimulation that includes human–PC or human–human or human–mobile collaboration through the Internet (or remote).

Analysis of Complex Networks

Author : Matthias Dehmer
Publisher : John Wiley & Sons
ISBN 13 : 3527627995
Total Pages : 480 pages
Book Rating : 4.5/5 (276 download)

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Book Synopsis Analysis of Complex Networks by : Matthias Dehmer

Download or read book Analysis of Complex Networks written by Matthias Dehmer and published by John Wiley & Sons. This book was released on 2009-07-10 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematical problems such as graph theory problems are of increasing importance for the analysis of modelling data in biomedical research such as in systems biology, neuronal network modelling etc. This book follows a new approach of including graph theory from a mathematical perspective with specific applications of graph theory in biomedical and computational sciences. The book is written by renowned experts in the field and offers valuable background information for a wide audience.

Control Motivation and Social Cognition

Author : Gifford Weary
Publisher : Springer Science & Business Media
ISBN 13 : 1461383099
Total Pages : 353 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis Control Motivation and Social Cognition by : Gifford Weary

Download or read book Control Motivation and Social Cognition written by Gifford Weary and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past two decades theorists and researchers have given increasing attention to the effects, both beneficial and harmful, of various control related motivations and beliefs. People's notions of how much personal control they have or desire to have over important events in their lives have been used to explain a host of performance and adaptational outcomes, including motivational and performance deficits associated with learned helplessness (Abramson, Seligman, & Teasdale, 1978) and depression (Abramson, Metalsky, & Alloy, 1989), adaptation to aging (Baltes & Baltes, 1986; Rodin, 1986), cardiovascular disease (Matthews, 1982), cancer (Sklar & Anisman, 1979), increased reports of physical symptoms (Pennebaker, 1982), enhanced learning (Savage, Perlmutter, & Monty, 1979), achievement-related behaviors (Dweck & Licht, 1980; Ryckman, 1979), and post abortion adjustment (Mueller & Major, 1989). The notion that control motivation plays a fundamental role in a variety of basic, social psychological processes also has a long historical tradition. A number of theorists (Heider, 1958; Jones & Davis, 1965; Kelley, 1967), for example, have suggested that causal inferences arise from a desire to render the social world predictable and controllable. Similarly, control has been implicated as an important mediator of cognitive dissonance (Wicklund & Brehm, 1976) and attitude phenomena (Brehm & Brehm, 1981; Kiesler, Collins, & Miller, 1969). Despite the apparent centrality of control motivation to a variety of social psychological phenomena, until recently there has been relatively little research explicitly concerned with the effects of control motivation on the cognitive processes underlying such phenomena (cf.

Pain Management and the Opioid Epidemic

Author : National Academies of Sciences, Engineering, and Medicine
Publisher : National Academies Press
ISBN 13 : 0309459575
Total Pages : 483 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis Pain Management and the Opioid Epidemic by : National Academies of Sciences, Engineering, and Medicine

Download or read book Pain Management and the Opioid Epidemic written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2017-09-28 with total page 483 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drug overdose, driven largely by overdose related to the use of opioids, is now the leading cause of unintentional injury death in the United States. The ongoing opioid crisis lies at the intersection of two public health challenges: reducing the burden of suffering from pain and containing the rising toll of the harms that can arise from the use of opioid medications. Chronic pain and opioid use disorder both represent complex human conditions affecting millions of Americans and causing untold disability and loss of function. In the context of the growing opioid problem, the U.S. Food and Drug Administration (FDA) launched an Opioids Action Plan in early 2016. As part of this plan, the FDA asked the National Academies of Sciences, Engineering, and Medicine to convene a committee to update the state of the science on pain research, care, and education and to identify actions the FDA and others can take to respond to the opioid epidemic, with a particular focus on informing FDA's development of a formal method for incorporating individual and societal considerations into its risk-benefit framework for opioid approval and monitoring.