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Computational Conflict Research
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Book Synopsis Computational Conflict Research by : Adalbert F X Wilhelm
Download or read book Computational Conflict Research written by Adalbert F X Wilhelm and published by Saint Philip Street Press. This book was released on 2020-10-08 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book brings together a set of original studies that use cutting-edge computational methods to investigate conflict at various geographic scales and degrees of intensity and violence. Methodologically, this book covers a variety of computational approaches from text mining and machine learning to agent-based modelling and social network analysis. Empirical cases range from migration policy framing in North America and street protests in Iran to violence against civilians in Congo and food riots world-wide. Supplementary materials in the book include a comprehensive list of the datasets on conflict and dissent, as well as resources to online repositories where the annotated code and data of individual chapters can be found and where (agent-based) models can be re-produced and altered. These materials are a valuable resource for those wishing to retrace and learn from the analyses described in this volume and adapt and apply them to their own research interests. By bringing together novel research through an international team of scholars from a range of disciplines, Computational Conflict Research pioneers and maps this emerging field. The book will appeal to students, scholars, and anyone interested in the prospects of using computational social sciences to advance our understanding of conflict dynamics. This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.
Book Synopsis Computational Conflict Research by : Emanuel Deutschmann
Download or read book Computational Conflict Research written by Emanuel Deutschmann and published by Springer. This book was released on 2020-09-11 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book brings together a set of original studies that use cutting-edge computational methods to investigate conflict at various geographic scales and degrees of intensity and violence. Methodologically, this book covers a variety of computational approaches from text mining and machine learning to agent-based modelling and social network analysis. Empirical cases range from migration policy framing in North America and street protests in Iran to violence against civilians in Congo and food riots world-wide. Supplementary materials in the book include a comprehensive list of the datasets on conflict and dissent, as well as resources to online repositories where the annotated code and data of individual chapters can be found and where (agent-based) models can be re-produced and altered. These materials are a valuable resource for those wishing to retrace and learn from the analyses described in this volume and adapt and apply them to their own research interests. By bringing together novel research through an international team of scholars from a range of disciplines, Computational Conflict Research pioneers and maps this emerging field. The book will appeal to students, scholars, and anyone interested in the prospects of using computational social sciences to advance our understanding of conflict dynamics.
Book Synopsis Computational Conflict Research by : Emanuel Deutschmann
Download or read book Computational Conflict Research written by Emanuel Deutschmann and published by Springer Nature. This book was released on 2019-11-09 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book brings together a set of original studies that use cutting-edge computational methods to investigate conflict at various geographic scales and degrees of intensity and violence. Methodologically, this book covers a variety of computational approaches from text mining and machine learning to agent-based modelling and social network analysis. Empirical cases range from migration policy framing in North America and street protests in Iran to violence against civilians in Congo and food riots world-wide. Supplementary materials in the book include a comprehensive list of the datasets on conflict and dissent, as well as resources to online repositories where the annotated code and data of individual chapters can be found and where (agent-based) models can be re-produced and altered. These materials are a valuable resource for those wishing to retrace and learn from the analyses described in this volume and adapt and apply them to their own research interests. By bringing together novel research through an international team of scholars from a range of disciplines, Computational Conflict Research pioneers and maps this emerging field. The book will appeal to students, scholars, and anyone interested in the prospects of using computational social sciences to advance our understanding of conflict dynamics.
Book Synopsis Computational Conflicts by : Heinz J. Müller
Download or read book Computational Conflicts written by Heinz J. Müller and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together approaches from different subfields of artificial intelligence as well as adjoint disciplines in order to characterize a "computational model" of conflicts.
Book Synopsis Militarized Conflict Modeling Using Computational Intelligence by : Tshilidzi Marwala
Download or read book Militarized Conflict Modeling Using Computational Intelligence written by Tshilidzi Marwala and published by Springer Science & Business Media. This book was released on 2011-08-24 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: Militarized Conflict Modeling Using Computational Intelligence examines the application of computational intelligence methods to model conflict. Traditionally, conflict has been modeled using game theory. The inherent limitation of game theory when dealing with more than three players in a game is the main motivation for the application of computational intelligence in modeling conflict. Militarized interstate disputes (MIDs) are defined as a set of interactions between, or among, states that can result in the display, threat or actual use of military force in an explicit way. These interactions can result in either peace or conflict. This book models the relationship between key variables and the risk of conflict between two countries. The variables include Allies which measures the presence or absence of military alliance, Contiguity which measures whether the countries share a common boundary or not and Major Power which measures whether either or both states are a major power. Militarized Conflict Modeling Using Computational Intelligence implements various multi-layer perception neural networks, Bayesian networks, support vector machines, neuro-fuzzy models, rough sets models, neuro-rough sets models and optimized rough sets models to create models that estimate the risk of conflict given the variables. Secondly, these models are used to study the sensitivity of each variable to conflict. Furthermore, a framework on how these models can be used to control the possibility of peace is proposed. Finally, new and emerging topics on modelling conflict are identified and further work is proposed.
Book Synopsis Programming for Peace by : Robert Trappl
Download or read book Programming for Peace written by Robert Trappl and published by Springer Science & Business Media. This book was released on 2006 with total page 482 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sadly enough, war, conflicts and terrorism appear to stay with us in the 21st century. But what is our outlook on new methods for preventing and ending them? Present-day hard- and software enables the development of large crisis, conflict, and conflict management databases with many variables, sometimes with automated updates, statistical analyses of a high complexity, elaborate simulation models, and even interactive uses of these databases. In this book, these methods are presented, further developed, and applied in relation to the main issue: the resolution and prevention of intra- and international conflicts. Conflicts are a worldwide phenomenon. Therefore, internationally leading researchers from the USA, Austria, Canada, Germany, New Zealand and Switzerland have contributed. This book is for students and scientists in international relations and political sciences, and decision makers or their advisers in national and international bodies, both governmental and non-governmental.
Book Synopsis Handbook of Computational Approaches to Counterterrorism by : V.S. Subrahmanian
Download or read book Handbook of Computational Approaches to Counterterrorism written by V.S. Subrahmanian and published by Springer Science & Business Media. This book was released on 2012-12-12 with total page 580 pages. Available in PDF, EPUB and Kindle. Book excerpt: Terrorist groups throughout the world have been studied primarily through the use of social science methods. However, major advances in IT during the past decade have led to significant new ways of studying terrorist groups, making forecasts, learning models of their behaviour, and shaping policies about their behaviour. Handbook of Computational Approaches to Counterterrorism provides the first in-depth look at how advanced mathematics and modern computing technology is shaping the study of terrorist groups. This book includes contributions from world experts in the field, and presents extensive information on terrorism data sets, new ways of building such data sets in real-time using text analytics, introduces the mathematics and computational approaches to understand terror group behaviour, analyzes terror networks, forecasts terror group behaviour, and shapes policies against terrorist groups. Auxiliary information will be posted on the book’s website. This book targets defence analysts, counter terror analysts, computer scientists, mathematicians, political scientists, psychologists, and researchers from the wide variety of fields engaged in counter-terrorism research. Advanced-level students in computer science, mathematics and social sciences will also find this book useful.
Book Synopsis Conflict and Multimodal Communication by : Francesca D'Errico
Download or read book Conflict and Multimodal Communication written by Francesca D'Errico and published by Springer. This book was released on 2015-03-17 with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the use of technology to detect, predict and understand social cues, in order to analyze and prevent conflict. Traditional human sciences approaches are enriched with the latest developments in Social Signal Processing aimed at an automatic understanding of conflict and negotiation. Communication—both verbal and non-verbal, within the context of a conflict—is studied with the aim of promoting the use of intelligent machines that automatically measure and understand the escalation of conflict, and are able to manage it, in order to support the negotiation process. Particular attention is paid to the integration of human sciences findings with computational approaches, from the application of correct methodologies for the collection of valid data to the development of computational approaches inspired by research on verbal and multimodal communication. In the words of the trade unionist Pierre Carniti, "We should reevaluate conflict, since without conflict there is no social justice." With this in mind, this volume does not approach conflict simply as an obstacle to be overcome, but as a concept to be fully analyzed. The philosophical, linguistic and psychological aspects of conflict, once understood, can be used to promote conflict management as a means for change and social justice.
Book Synopsis Computational Legal Studies by : Ryan Whalen
Download or read book Computational Legal Studies written by Ryan Whalen and published by Edward Elgar Publishing. This book was released on 2020-09-25 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Featuring contributions from a diverse set of experts, this thought-provoking book offers a visionary introduction to the computational turn in law and the resulting emergence of the computational legal studies field. It explores how computational data creation, collection, and analysis techniques are transforming the way in which we comprehend and study the law, and the implications that this has for the future of legal studies.
Book Synopsis Contemporary Trends in Conflict and Communication by : Jessica Katz Jameson
Download or read book Contemporary Trends in Conflict and Communication written by Jessica Katz Jameson and published by Walter de Gruyter GmbH & Co KG. This book was released on 2022-07-18 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contemporary Trends in Conflict and Communication: Technology and Social Media examines the myriad ways conflict communication occurs in mediated spaces, whether through social media platforms such as Twitter, Facebook, and Instagram, on private social enterprise spaces, or through formal online dispute resolution (ODR) technologies. We were experiencing the increase of conflict communication in hybrid spaces prior to the COVID-19 pandemic, yet the global lockdown that shifted everyone to remote teaching, learning, and working heightened our attention to the impact of technology and social media on conflict dynamics. While social media is often implicated in the spread of alternative facts, false news, and intimidation, technology and new media also have the capacity to enhance and transform conflict communication in education, workplace, and socio-political settings. The contributors to this volume showcase cutting-edge research that helps us make sense of the times we are living in and is organized in three sections: (1) Using technology to promote dialogue and collaboration, (2) Conflict communication on social media, (3) Online conflict management in education, training, and practice. This collection is relevant to scholars of conflict studies as it highlights key trends and areas for future research to improve conflict communication, dialogue, and collaboration and proposes ideas for using technology and social media to transform and connect rather than polarize and divide.
Book Synopsis Stem, steam, computational thinking and coding: Evidence-based research and practice in children’s development by : Stamatios Papadakis
Download or read book Stem, steam, computational thinking and coding: Evidence-based research and practice in children’s development written by Stamatios Papadakis and published by Frontiers Media SA. This book was released on 2023-03-13 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Modeling Conflict Dynamics with Spatio-temporal Data by : Andrew Zammit-Mangion
Download or read book Modeling Conflict Dynamics with Spatio-temporal Data written by Andrew Zammit-Mangion and published by Springer Science & Business Media. This book was released on 2013-09-30 with total page 74 pages. Available in PDF, EPUB and Kindle. Book excerpt: This authored monograph presents the use of dynamic spatiotemporal modeling tools for the identification of complex underlying processes in conflict, such as diffusion, relocation, heterogeneous escalation, and volatility. The authors use ideas from statistics, signal processing, and ecology, and provide a predictive framework which is able to assimilate data and give confidence estimates on the predictions. The book also demonstrates the methods on the WikiLeaks Afghan War Diary, the results showing that this approach allows deeper insights into conflict dynamics and allows a strikingly statistically accurate forward prediction of armed opposition group activity in 2010, based solely on data from preceding years. The target audience primarily comprises researchers and practitioners in the involved fields but the book may also be beneficial for graduate students.
Book Synopsis Strategic Communication and its Role in Conflict News by : Marc Jungblut
Download or read book Strategic Communication and its Role in Conflict News written by Marc Jungblut and published by Springer Nature. This book was released on 2020-01-13 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Marc Jungblut extends existing knowledge on the role of strategic communication in conflict news by examining four violent conflicts. He relies on an automated content analysis of texts by 52 strategic communicators, such as politicians, NGOs, social movements, as well as on the international news coverage in 17 media outlets. By analyzing over 80,000 texts in seven languages, the book demonstrates that media visibility is almost exclusively granted based on ethnocentrism and elite status. The journalistic framing of conflict events, however, is much more context-dependent and shows a higher degree of independence from elite voices and strategic communication in general.
Book Synopsis Handbook of Research Methods in International Relations by : Huddleston, R. J.
Download or read book Handbook of Research Methods in International Relations written by Huddleston, R. J. and published by Edward Elgar Publishing. This book was released on 2022-08-05 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drawing together international experts on research methods in International Relations (IR), this Handbook answers the complex practical questions for those approaching a new research topic for the first time. Innovative in its approach, it considers the art of IR research as well as the science, offering diverse perspectives on current research methods and emerging developments in the field.
Book Synopsis Recent advances in computational modelling of biomolecular complexes by : Zhongjie Liang
Download or read book Recent advances in computational modelling of biomolecular complexes written by Zhongjie Liang and published by Frontiers Media SA. This book was released on 2023-05-03 with total page 105 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Introduction to Computational Social Science by : Claudio Cioffi-Revilla
Download or read book Introduction to Computational Social Science written by Claudio Cioffi-Revilla and published by Springer. This book was released on 2017-06-29 with total page 636 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook provides a comprehensive and reader-friendly introduction to the field of computational social science (CSS). Presenting a unified treatment, the text examines in detail the four key methodological approaches of automated social information extraction, social network analysis, social complexity theory, and social simulation modeling. This updated new edition has been enhanced with numerous review questions and exercises to test what has been learned, deepen understanding through problem-solving, and to practice writing code to implement ideas. Topics and features: contains more than a thousand questions and exercises, together with a list of acronyms and a glossary; examines the similarities and differences between computers and social systems; presents a focus on automated information extraction; discusses the measurement, scientific laws, and generative theories of social complexity in CSS; reviews the methodology of social simulations, covering both variable- and object-oriented models.
Book Synopsis Advances in Social Computing by : Sun-Ki Chai
Download or read book Advances in Social Computing written by Sun-Ki Chai and published by Springer. This book was released on 2010-04-08 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social computing is concerned with the study of social behavior and social context based on computational systems. Behavioral modeling provides a representation of the social behavior, and allows for experimenting, scenario planning, and deep und- standing of behavior, patterns, and potential outcomes. The pervasive use of computer and Internet technologies by humans in everyday life provides an unprecedented en- ronment of various social activities that, due to the platforms under which they take place, generate large amounts of stored data as a by-product, often in systematically organized form. Social computing facilitates behavioral modeling in model building, analysis, pattern mining, and prediction. Numerous interdisciplinary and interdepe- ent systems are created and used to represent the various social and physical systems for investigating the interactions between groups, communities, or nation-states. This requires joint efforts to take advantage of the state-of-the-art research from multiple disciplines improving social computing and behavioral modeling in order to document lessons learned and develop novel theories, experiments, and methodologies to better explain the interaction between social (both informal and institutionalized), psyc- logical, and physical mechanisms. The goal is to enable us to experiment, create, and recreate an operational environment with a better understanding of the contributions from each individual discipline, forging joint interdisciplinary efforts. This volume comprises the proceedings of the third international workshop on - cial Computing, Behavioral Modeling and Prediction, which has grown trem- dously.
