Computational Conflict Research. (Record no. 305477)

MARC details
000 -LEADER
fixed length control field 08295nam a22004933i 4500
001 - CONTROL NUMBER
control field EBC5975917
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240122001200.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
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007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 231124s2019 xx o ||||0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783030293338
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 9783030293321
035 ## - SYSTEM CONTROL NUMBER
System control number (MiAaPQ)EBC5975917
035 ## - SYSTEM CONTROL NUMBER
System control number (Au-PeEL)EBL5975917
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)1135664306
040 ## - CATALOGING SOURCE
Original cataloging agency MiAaPQ
Language of cataloging eng
Description conventions rda
-- pn
Transcribing agency MiAaPQ
Modifying agency MiAaPQ
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number HM511-538
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Deutschmann, Emanuel.
245 10 - TITLE STATEMENT
Title Computational Conflict Research.
250 ## - EDITION STATEMENT
Edition statement 1st ed.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Cham :
Name of producer, publisher, distributor, manufacturer Springer International Publishing AG,
Date of production, publication, distribution, manufacture, or copyright notice 2019.
264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Date of production, publication, distribution, manufacture, or copyright notice �2020.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (270 pages)
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term computer
Media type code c
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term online resource
Carrier type code cr
Source rdacarrier
490 1# - SERIES STATEMENT
Series statement Computational Social Sciences Series
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Intro -- Acknowledgements -- Contents -- Contributors -- List of Figures -- List of Tables -- Advancing Conflict Research Through Computational Approaches -- 1 Introduction -- 2 The Rise of Computational Social Science -- 3 Computational Approaches to Conflict Research -- 4 The Contributions of This Book -- References -- Part I Data and Methods in Computational Conflict Research -- Advances in Data on Conflict and Dissent -- 1 Introduction: The Need for Data in Computational Social Science -- 2 Conflict Research and the Impact of the Early Conflict Data -- 3 Data and Progress in Conflict Research -- 4 The Essential Interaction Between Theory and Data in Conflict Research -- 5 Key Unresolved Problems in Data for Conflict Research -- 6 Conclusion -- A.1 Appendix: Key Contemporary Data Sources, Listed Alphabetically -- References -- Text as Data for Conflict Research: A Literature Survey -- 1 Introduction -- 2 Dictionary Approaches for Conflict Research -- 3 Supervised Methods -- 4 Topic Modeling as Unsupervised Method in Conflict Research -- 5 Techniques of Cross-Validation -- 6 Conclusion -- Appendix -- References -- Interdependencies in Conflict Dynamics: Analyzing Endogenous Patterns in Conflict Event Data Using Relational Event Models -- 1 Introduction -- 2 Relational Events -- 3 Relational Event Models -- 4 Controlling for Endogenous Network Effects -- 5 Empirical Examples of Alliance Formation and Social Influencing -- 5.1 Military Alliance-Formation Dynamics -- 5.2 Influencing Dynamics Among EU Parliamentary Chambers -- 6 Discussion -- References -- Part II Computational Research on Non-violent Conflict -- Migration Policy Framing in Political Discourse: Evidence from Canada and the USA -- 1 Introduction -- 2 Theory -- 2.1 Party-Based Issue Ownership -- 2.2 Policy Framing -- 2.3 Inter-Party Contest over Migration Policy -- 2.4 Hypotheses.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 3 Data and Methods -- 3.1 Comparative Case Study Approach -- 3.2 Dataset Subsetting: Dictionary Approach -- 3.3 Structural Topic Modeling -- 3.4 Labeling and Categorizing Topics -- 4 Results -- 4.1 Topics in the USA and Canada -- 4.2 Topic Association by Ideological Block -- 4.3 Topic Prevalence Across Time -- 4.4 Migration Policy Framing: Word Use -- 5 Conclusion -- A.1 Appendix -- References -- The Role of Network Structure and Initial Group Norm Distributions in Norm Conflict -- 1 Introduction -- 2 Social Norms -- 2.1 Normative Conflict -- 2.2 Finding Consensus -- 3 Network Structure and Group Norm Distributions -- 3.1 Homophily and Heterophily -- 3.2 Group Size -- 3.3 Initial Group Norm Distributions -- 4 Agent-Based Model -- 4.1 Simulating Norm Conflict -- 4.2 Generation of Network Structure -- 4.3 Initialization of Group Norm Distributions -- 4.4 Norm Updating Process -- 4.5 Outcome Metrics -- 5 Simulation Results -- 5.1 Change in Majority Norm -- 5.2 Change in Group Norm Difference -- 5.3 Conflict Ties -- 6 Discussion and Conclusion -- 6.1 The Alignment of Norms and Group Membership -- 6.2 Homophily Balances In-Group and Between-Group Conflict -- 6.3 Strategies to Maintain Minority Norms -- 6.4 Limitations and Future Directions -- Appendix: Analytical Derivations for Norm Endorsement -- References -- On the Fate of Protests: Dynamics of Social Activation and Topic Selection Online and in the Streets -- 1 Introduction -- 2 Data -- 2.1 Iran Protest in 2017/2018 -- 2.2 PEGIDA, Germany Since 2014 and Ongoing -- 2.3 Stylized Data Facts -- 3 Agent-Based Model -- 3.1 Agents, Follower Network, Thresholds, and Concerns -- 3.2 Agents' Activities -- 3.3 Initial Conditions and Stopping Rules -- 4 Simulation Experiment -- 4.1 The Iran Case in the Model -- 4.2 The Germany Case in the Model -- 4.3 Comparison Between the Iran and Germany Model Simulations.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 4.4 Parameter Study -- 5 Discussion -- References -- Part III Computational Research on Violent Conflict -- Do Non-State Armed Groups Influence Each Other in Attack Timing and Frequency? Generating, Analyzing, and Comparing Empirical Data and Simulation -- 1 Introduction -- 2 Data and Case Settings -- 3 Methods -- 3.1 Analytical Estimation -- 3.2 Generative Model and Simulation -- 4 Results -- 4.1 Analytical Estimation of Basal and Additive Rates -- 4.2 Comparison of Inferred Networks to the Network of Actual Ties -- 4.3 Generative Model Results and Correspondence to Analytical Findings -- 5 Conclusion -- References -- On the Beaten Path: Violence Against Civilians and Simulated Conflict Along Road Networks -- 1 Introduction -- 2 Conflict and Violence Against Civilians -- 3 A New Strategy for Causal Identification: Creating Synthetic Events on the "Beaten Path" -- 4 Data and Case Selection -- 5 Modeling and Results -- 6 Conclusion -- References -- Analysis of Conflict Diffusion Over Continuous Space -- 1 Introduction -- 2 Related Work -- 2.1 Empirical Studies on the Diffusion of Conflict -- 2.2 Grid Models -- 2.3 Continuous Space Models -- 3 Data -- 4 Analysis -- 4.1 Test for Complete Spatial Randomness -- 4.2 Continuous Space Model -- 4.3 Gaussian Process -- 5 Discussion and Future Work -- References -- Rebel Group Protection Rackets: Simulating the Effects of Economic Support on Civil War Violence -- 1 Introduction -- 2 Theoretical Underpinnings -- 2.1 Rebel Group Extortion and Looting -- 2.2 Enterprise Fleeing -- 2.3 Enterprise Reporting -- 2.4 Rebel Group Fighting and Expansion -- 2.5 Rebel Group Cooperation -- 2.6 Rebel Group Recruitment -- 3 Rebel Group Protection Rackets Model -- 3.1 Model Description -- 3.1.1 Income Process -- 3.1.2 Demand Process -- 3.1.3 Expand Process -- 3.2 Scenario and Initialization -- 3.3 Implementation.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 4 Experiments -- 4.1 Security Experiments -- 4.1.1 Rebel Group Strength -- 4.1.2 Enterprise Allocation -- 4.2 Somalia Case Study -- 4.2.1 Historical Background -- 4.2.2 Data and Experimentation -- 5 Conclusion and Discussion -- References -- Online Material -- Chapter 2: Inventory of Conflict Data -- Chapter 4: R-Package Relational Event Models -- Chapter 5: Supplementary Material and Replication Files to Migration Framing in Political Discourse -- Chapter 6: Agent-Based Simulation Model Simulating Normative Conflict -- Chapter 7: Agent-Based Simulation Model ProtestFate -- Chapter 8: Agent-Based Simulation Model Non-State Armed Groups' Attack Timing -- Chapter 9: Replication Code to On the Beaten Path -- Chapter 10: Replication Code to Analysis of Conflict Diffusion over Continuous Space -- Chapter 11: Agent-Based Simulation Model Rebel Group Protection Rackets -- Index.
588 ## - SOURCE OF DESCRIPTION NOTE
Source of description note Description based on publisher supplied metadata and other sources.
590 ## - LOCAL NOTE (RLIN)
Local note Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2023. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Lorenz, Jan.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Nardin, Luis G.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Natalini, Davide.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Wilhelm, Adalbert F. X.
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Print version:
Main entry heading Deutschmann, Emanuel
Title Computational Conflict Research
Place, publisher, and date of publication Cham : Springer International Publishing AG,c2019
International Standard Book Number 9783030293321
797 2# - LOCAL ADDED ENTRY--CORPORATE NAME (RLIN)
Corporate name or jurisdiction name as entry element ProQuest (Firm)
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Computational Social Sciences Series
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://ebookcentral.proquest.com/lib/bacm-ebooks/detail.action?docID=5975917">https://ebookcentral.proquest.com/lib/bacm-ebooks/detail.action?docID=5975917</a>
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