Format:
1 online resource (xii, 212 pages)
ISBN:
9781316476840
Content:
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 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
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 978-1-107-13576-5
Language:
English
Subjects:
Computer Science
Keywords:
Social Media
;
Big Data
;
Katastrophenmanagement
;
Datenauswertung
;
Software
;
Social Media
;
Krise
;
Big Data
;
Literaturbericht
DOI:
10.1017/CBO9781316476840
URL:
Volltext
(URL des Erstveröffentlichers)
URL:
Volltext
(URL des Erstveröffentlichers)
URL:
Volltext
(lizenzpflichtig)
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