Computational Conflict Research
tarafından
 
Deutschmann, Emanuel

Başlık
Computational Conflict Research

Yazar
Deutschmann, Emanuel

ISBN
9783030293338

Yazar Ek Girişi
Deutschmann, Emanuel

Yayın Bilgileri
Cham Springer Nature 2020

Fiziksel Tanımlama
1 electronic resource (264 p.)

Özet
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.

Konu Başlığı
Peace studies & conflict resolution
 
Society & social sciences
 
Terrorism, armed struggle
 
Data mining

Yazar Ek Girişi
Lorenz, Jan
 
Nardin, Luis G.
 
Natalini, Davide
 
Wilhelm, Adalbert F. X.
 
Deutschmann, Emanuel

Elektronik Erişim
DOAB: download the publication
 
DOAB: description of the publication


LibraryMateryal TürüDemirbaş NumarasıYer NumarasıDurumu/İade Tarihi
IYTE LibraryE-Kitap2202308-1001XX(2202308.1)DOAB E-Books