Computational Conflict Research [electronic resource]

• Tác giả: Emanuel Deutschmann, Jan Lorenz, Luis G Nardin, Davide Natalini, Adalbert F. X Wilhelm
• Ngôn ngữ: ger
• ISBN-13: 978-3030293338
• Ký hiệu phân loại: 300.00285 Social sciences
• Thông tin xuất bản: Cham : Springer International Publishing : Imprint: Springer, 2020
• Mô tả vật lý: XVIII, 264 p. 54 illus., 33 illus. in color. , online resource.
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 168981
• Chủ đề: 1. Data mining; 2. Peace; 3. Political violence; 4. Social sciences-Computer programs; 5. Social sciences-Data processing; 6. Terrorism; 7. Computational Social Sciences; 8. Conflict Studies; 9. Data Mining and Knowledge Discovery; 10. Terrorism and Political Violence

Tóm tắt

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.