{"product_id":"predicting-hotspots-atin-basuchoudhary-9781498520676","title":"Predicting Hotspots: Using Machine Learning to Understand Civil Conflict","description":"In spite of intense but traditional academic effort, a unique formal framework to study civil conflict has been elusive. This book uses predictive machine learning to highlight a framework to identify potential causes of civil conflict. Machine learning also improves the human ability to predict and therefore prevent conflict.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Atin Basuchoudhary,James T. Bang,Tinni Sen\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1498520677\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781498520676\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Lexington Books\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/15\/2018\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 178\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.01lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.30w x 0.80d","brand":"Atin Basuchoudhary","offers":[{"title":"Hardcover","offer_id":48449683718399,"sku":"9781498520676","price":115.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_cd69940b-c788-4954-9b32-be7ef618ae75.jpg?v=1777264469","url":"https:\/\/www.whiterainbookhouse.com\/products\/predicting-hotspots-atin-basuchoudhary-9781498520676","provider":"WR Book House","version":"1.0","type":"link"}