Big Crisis Data - Social Media in Disasters and Time-Critical Situations (Paperback)

Social media is an invaluable source of time-critical information during a crisis. However, emergency response and humanitarian relief organizations that would like to use this information struggle with an avalanche of social media messages that exceeds the human capacity to process. Emergency managers, decision makers, and affected communities can make sense of social media through a combination of machine computation and human compassion - expressed by thousands of digital volunteers who publish, process, and summarize potentially life-saving information. This book brings together computational methods from many disciplines: natural language processing, semantic technologies, data mining, machine learning, network analysis, human-computer interaction, and information visualization, focusing on methods that are commonly used for processing social media messages under time-critical constraints, and offering more than 500 references to in-depth information.

General

Imprint:	Cambridge UniversityPress
Country of origin:	United Kingdom
Release date:	December 2019
Authors:	Carlos Castillo
Dimensions:	230 x 152 x 12mm (L x W x T)
Format:	Paperback - Trade
Pages:	224
ISBN-13:	978-1-108-81694-6
Categories:	Books > Science & Mathematics > Science: general issues > Impact of science & technology on society Books > Computing & IT > Internet > General Books > Computing & IT > Social & legal aspects of computing > Impact of computing & IT on society Books > Social sciences > Sociology, social studies > Social issues > Social impact of disasters > General Promotions
LSN:	1-108-81694-0
Barcode:	9781108816946

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