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Images as Data for Social Science Research - An Introduction to Convolutional Neural Nets for Image Classification (Paperback) Loot Price: R547
Discovery Miles 5 470
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Images as Data for Social Science Research - An Introduction to Convolutional Neural Nets for Image Classification (Paperback):...

Images as Data for Social Science Research - An Introduction to Convolutional Neural Nets for Image Classification (Paperback)

Nora Webb Williams, Andreu Casas, John D. Wilkerson

Series: Elements in Quantitative and Computational Methods for the Social Sciences

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Loot Price R547 Discovery Miles 5 470

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Images play a crucial role in shaping and reflecting political life. Digitization has vastly increased the presence of such images in daily life, creating valuable new research opportunities for social scientists. We show how recent innovations in computer vision methods can substantially lower the costs of using images as data. We introduce readers to the deep learning algorithms commonly used for object recognition, facial recognition, and visual sentiment analysis. We then provide guidance and specific instructions for scholars interested in using these methods in their own research.

General

Imprint: Cambridge UniversityPress
Country of origin: United Kingdom
Series: Elements in Quantitative and Computational Methods for the Social Sciences
Release date: August 2020
Authors: Nora Webb Williams • Andreu Casas • John D. Wilkerson
Dimensions: 225 x 151 x 5mm (L x W x T)
Format: Paperback - Trade
Pages: 75
ISBN-13: 978-1-108-81685-4
Categories: Books > Reference & Interdisciplinary > Communication studies > Research methods
Books > Social sciences > Politics & government > General
Books > Social sciences > Sociology, social studies > Social research & statistics > General
Books > Computing & IT > Applications of computing > Databases > Data capture & analysis
Books > Computing & IT > Applications of computing > Databases > Data mining
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LSN: 1-108-81685-1
Barcode: 9781108816854

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