Agent-Based Modeling in Humanitarian Interventions: Emerging Research and Opportunities PDF Download
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Author: McCaskill, John
Publisher: IGI Global
ISBN: 1522517839
Category : Computers
Languages : en
Pages : 113
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Book Description
When a nation or region of the world is under a state of distress and violence, international government agencies are tasked with the job of delivering aid to assist. Before intervening, however, it is imperative to examine the situation’s individual characteristics and risks. Agent-Based Modeling in Humanitarian Interventions: Emerging Research and Opportunities examines the benefits and challenges of utilizing behavioral models and simulations to conduct and assess possible risks and operational strategies for stability and counterinsurgency operations in distressed countries. Including innovative studies on ethical considerations, military involvement, and non-governmental organizations, this book is an ideal source for policy makers, researchers, students, practitioners, and academics interested in the use of agent-based models for international coalition efforts.
Author: McCaskill, John
Publisher: IGI Global
ISBN: 1522517839
Category : Computers
Languages : en
Pages : 113
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Book Description
When a nation or region of the world is under a state of distress and violence, international government agencies are tasked with the job of delivering aid to assist. Before intervening, however, it is imperative to examine the situation’s individual characteristics and risks. Agent-Based Modeling in Humanitarian Interventions: Emerging Research and Opportunities examines the benefits and challenges of utilizing behavioral models and simulations to conduct and assess possible risks and operational strategies for stability and counterinsurgency operations in distressed countries. Including innovative studies on ethical considerations, military involvement, and non-governmental organizations, this book is an ideal source for policy makers, researchers, students, practitioners, and academics interested in the use of agent-based models for international coalition efforts.
Author: Sebastián Villa
Publisher: Springer
ISBN: 3319915096
Category : Business & Economics
Languages : en
Pages : 331
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Book Description
This book brings together research in humanitarian operations, behavioral operations and dynamic simulation. Part I outlines the main characteristics and strategic challenges of humanitarian organizations in preparedness, knowledge management, climate change and issues related to refugees and social inclusion. Part II gives an introduction to behavioral operations and experiments in single- and multi-agent settings, followed by discussions on quantal theory, framing effect and possible applications in the humanitarian sector. Part III introduces system dynamics and agent-based modeling and discusses how these techniques can be used to study dynamics and decision-making in humanitarian operations. This book is unique in providing a holistic view of the decision-making process and challenges in the humanitarian sector.
Author: Andrew Crooks
Publisher: SAGE
ISBN: 1526454181
Category : Social Science
Languages : en
Pages : 458
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Book Description
This is the era of Big Data and computational social science. It is an era that requires tools which can do more than visualise data but also model the complex relation between data and human action, and interaction. Agent-Based Models (ABM) - computational models which simulate human action and interaction – do just that. This textbook explains how to design and build ABM and how to link the models to Geographical Information Systems. It guides you from the basics through to constructing more complex models which work with data and human behaviour in a spatial context. All of the fundamental concepts are explained and related to practical examples to facilitate learning (with models developed in NetLogo with all code examples available on the accompanying website). You will be able to use these models to develop your own applications and link, where appropriate, to Geographical Information Systems. All of the key ideas and methods are explained in detail: geographical modelling; an introduction to ABM; the fundamentals of Geographical Information Science; why ABM and GIS; using QGIS; designing and building an ABM; calibration and validation; modelling human behavior. An applied primer, that provides fundamental knowledge and practical skills, it will provide you with the skills to build and run your own models, and to begin your own research projects.
Author: Andrew Crooks
Publisher: SAGE Publications Limited
ISBN: 9781473958654
Category : Social Science
Languages : en
Pages : 0
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Book Description
This is the era of Big Data and computational social science. It is an era that requires tools which can do more than visualise data but also model the complex relation between data and human action, and interaction. Agent-Based Models (ABM) - computational models which simulate human action and interaction – do just that. This textbook explains how to design and build ABM and how to link the models to Geographical Information Systems. It guides you from the basics through to constructing more complex models which work with data and human behaviour in a spatial context. All of the fundamental concepts are explained and related to practical examples to facilitate learning (with models developed in NetLogo with all code examples available on the accompanying website). You will be able to use these models to develop your own applications and link, where appropriate, to Geographical Information Systems. All of the key ideas and methods are explained in detail: geographical modelling; an introduction to ABM; the fundamentals of Geographical Information Science; why ABM and GIS; using QGIS; designing and building an ABM; calibration and validation; modelling human behavior. An applied primer, that provides fundamental knowledge and practical skills, it will provide you with the skills to build and run your own models, and to begin your own research projects.
Author: Sudip Misra
Publisher: Springer
ISBN: 3319290312
Category : Computers
Languages : en
Pages : 323
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Book Description
This textbook reviews the theory, applications, and latest breakthroughs in Delay Tolerant Networks (DTNs). Presenting a specific focus on Opportunistic Mobile Networks (OMNs), the text considers the influence of human aspects, and examines emerging forms of inter-node cooperation. Features: contains review terms and exercises in each chapter, with the solutions and source code available at an associated website; introduces the fundamentals of DTNs, covering OMNs, PSNs, and MOONs; describes the ONE simulator, explaining how to set up a simulation project; provides detailed insights into the development and testing of protocols, together with a set of best practices for increased productivity and optimized performance; examines human aspects in the context of communication networks, from human-centric applications to the impact of emotion on human-network interplay; proposes various schemes for inter-node cooperation in DTNs/OMNs; presents a detailed discussion on aspects of heterogeneity in DTNs.
Author: Maciej Paszynski
Publisher: Springer Nature
ISBN: 3030779777
Category : Computers
Languages : en
Pages : 592
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Book Description
The six-volume set LNCS 12742, 12743, 12744, 12745, 12746, and 12747 constitutes the proceedings of the 21st International Conference on Computational Science, ICCS 2021, held in Krakow, Poland, in June 2021.* The total of 260 full papers and 57 short papers presented in this book set were carefully reviewed and selected from 635 submissions. 48 full and 14 short papers were accepted to the main track from 156 submissions; 212 full and 43 short papers were accepted to the workshops/ thematic tracks from 479 submissions. The papers were organized in topical sections named: Part I: ICCS Main Track Part II: Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Applications of Computational Methods in Artificial Intelligence and Machine Learning; Artificial Intelligence and High-Performance Computing for Advanced Simulations; Biomedical and Bioinformatics Challenges for Computer Science Part III: Classifier Learning from Difficult Data; Computational Analysis of Complex Social Systems; Computational Collective Intelligence; Computational Health Part IV: Computational Methods for Emerging Problems in (dis-)Information Analysis; Computational Methods in Smart Agriculture; Computational Optimization, Modelling and Simulation; Computational Science in IoT and Smart Systems Part V: Computer Graphics, Image Processing and Artificial Intelligence; Data-Driven Computational Sciences; Machine Learning and Data Assimilation for Dynamical Systems; MeshFree Methods and Radial Basis Functions in Computational Sciences; Multiscale Modelling and Simulation Part VI: Quantum Computing Workshop; Simulations of Flow and Transport: Modeling, Algorithms and Computation; Smart Systems: Bringing Together Computer Vision, Sensor Networks and Machine Learning; Software Engineering for Computational Science; Solving Problems with Uncertainty; Teaching Computational Science; Uncertainty Quantification for Computational Models *The conference was held virtually.
Author: Liliana Perez
Publisher: Springer
ISBN: 3319659936
Category : Science
Languages : en
Pages : 111
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Book Description
This book contains a selection of papers presented during a special workshop on Complexity Science organized as part of the 9th International Conference on GIScience 2016. Expert researchers in the areas of Agent-Based Modeling, Complexity Theory, Network Theory, Big Data, and emerging methods of Analysis and Visualization for new types of data explore novel complexity science approaches to dynamic geographic phenomena and their applications, addressing challenges and enriching research methodologies in geography in a Big Data Era.
Author: Sun-Ki Chai
Publisher: Springer Science & Business Media
ISBN: 3642120784
Category : Business & Economics
Languages : en
Pages : 437
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Book Description
This book constitutes the refereed proceedings of the Third International Conference on Social Computing, Behavioral Modeling, and Prediction, SBP 2010, held in Bethseda, MD, USA, in March 2010. The 26 revised full papers and 23 revised poster papers presented together with 4 invited and keynote papers were carefully reviewed and selected from 78 initial submissions. The papers cover a wide range of interesting topics such as social network analysis, modeling, machine learning and data mining, social behaviors, public health, cultural aspects, effects and search.
Author: Antônio Márcio Tavares Thomé
Publisher: Springer Nature
ISBN: 303078570X
Category : Computers
Languages : en
Pages : 631
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Book Description
This proceedings volume gathers together selected peer-reviewed papers presented at the second edition of the XXVI International Joint Conference on Industrial Engineering and Operations Management (IJCIEOM), which was virtually held on February 22-24, 2021 with the main organization based at the Pontifical Catholic University of Rio de Janeiro, Brazil. Works cover a range of topics in industrial engineering, including operations and process management, global operations, managerial economics, data science and stochastic optimization, logistics and supply chain management, quality management, product development, strategy and organizational engineering, knowledge and information management, sustainability, and disaster management, to name a few. These topics broadly involve fields like operations, manufacturing, industrial and production engineering, and management. This book can be a valuable resource for researchers and practitioners in optimization research, operations research, and correlated fields.
Author: Management Association, Information Resources
Publisher: IGI Global
ISBN: 1466647086
Category : Technology & Engineering
Languages : en
Pages : 1792
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Book Description
"This book explores the latest empirical research and best real-world practices for preventing, weathering, and recovering from disasters such as earthquakes or tsunamis to nuclear disasters and cyber terrorism"--Provided by publisher.
