05478 am 22007453u 450 991037005060332120200702111955.03-030-29333-510.1007/978-3-030-29333-8(CKB)4100000009844766(OAPEN)1007098(MiAaPQ)EBC5975917(DE-He213)978-3-030-29333-8(Au-PeEL)EBL5975917(OCoLC)1135664306(EXLCZ)99410000000984476620191107d2020 u| 0enguuuuu---auuuutxtrdacontentcrdamediacrrdacarrierComputational Conflict Research[electronic resource] /edited by Emanuel Deutschmann, Jan Lorenz, Luis G. Nardin, Davide Natalini, Adalbert F. X. Wilhelm1st ed. 2020.Cham :Springer International Publishing :Imprint: Springer,2020.1 online resource (264) Computational Social Sciences,2509-95743-030-29332-7 Chapter1: Advancing Conflict Research through Computational Approaches -- PARTI: Data and Methods in Computational Conflict Research -- Chapter2: Advances in Data on Conflict and Dissent -- Chapter3: Text as Data for Conflict Research: A Literature Survey -- Chapter4: Interdependencies in Conflict Dynamics: Analyzing Endogenous Patterns in Conflict Event Data Using Relational Event Models -- PARTII: Computational Research on Non-violent Conflict -- Chapter5: Migration Policy Framing in Political Discourse: Evidence from Canada and the US -- Chapter6: The Role of Network Structure and Initial Group Norm Distribution in Norm Conflict -- Chapter7: On the Fate of Protests: Dynamics of Activation and Topic Selection Online and In the Streets -- PartIII: Computational Research on Violent Conflict -- Chapter8: Do Non-State Armed Groups influence each other in attack timing and frequency? Generating, analyzing, and comparing empirical data and simulation -- Chapter9: On the Beaten Path: Violence against Civilians and Simulated Conflict along Road Networks -- Chapter10: Analysis of Conflict Diffusion over Continuous Space,- Chapter11: Rebel Group Protection Rackets: Simulating the Effects of Economic Support on Civil War Violence.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.Computational Social Sciences,2509-9574Social sciences—Data processingSocial sciences—Computer programsPeaceTerrorismPolitical violenceData miningComputational Social Scienceshttps://scigraph.springernature.com/ontologies/product-market-codes/X34000Conflict Studieshttps://scigraph.springernature.com/ontologies/product-market-codes/912060Terrorism and Political Violencehttps://scigraph.springernature.com/ontologies/product-market-codes/912090Data Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Electronic books.Social sciences—Data processing.Social sciences—Computer programs.Peace.Terrorism.Political violence.Data mining.Computational Social Sciences.Conflict Studies.Terrorism and Political Violence.Data Mining and Knowledge Discovery.300.00285Deutschmann Emanueledthttp://id.loc.gov/vocabulary/relators/edtLorenz Janedthttp://id.loc.gov/vocabulary/relators/edtNardin Luis Gedthttp://id.loc.gov/vocabulary/relators/edtNatalini Davideedthttp://id.loc.gov/vocabulary/relators/edtWilhelm Adalbert F. Xedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910370050603321Computational Conflict Research1950017UNINA