Téléchargez le livre : Identifying the Complex Causes of Civil War

Identifying the Complex Causes of Civil War

A Machine Learning Approach de

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Éditeur :

Palgrave Pivot


Paru le : 2021-10-25

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Description

This book uses machine-learning to identify the causes of conflict from among the top predictors of conflict. This methodology elevates some complex causal pathways that cause civil conflict over others, thus teasing out the complex interrelationships between the most important variables that cause civil conflict. Success in this realm will lead to scientific theories of conflict that will be useful in preventing and ending civil conflict. After setting out a current review of the literature and a case for using machine learning to analyze and predict civil conflict, the authors lay out the data set, important variables, and investigative strategy of their methodology. The authors then investigate institutional causes, economic causes, and sociological causes for civil conflict, and how that feeds into their model. The methodology provides an identifiable pathway for specifying causal models. This book will be of interest to scholars in the areas of economics, political science, sociology, and artificial intelligence who want to learn more about leveraging machine learning technologies to solve problems and who are invested in preventing civil conflict.
Pages
135 pages
Collection
n.c
Parution
2021-10-25
Marque
Palgrave Pivot
EAN papier
9783030819927
EAN PDF
9783030819934
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
13
Taille du fichier
2089 Ko
Prix
63,29 €
EAN EPUB
9783030819934
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
13
Taille du fichier
2437 Ko
Prix
63,29 €

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