Big Crisis Data

Social Media in Disasters and Time-Critical Situations

Nonfiction, Computers, Advanced Computing, Computer Science, General Computing
Cover of the book Big Crisis Data by Carlos Castillo, Cambridge University Press
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Carlos Castillo ISBN: 9781316694510
Publisher: Cambridge University Press Publication: July 4, 2016
Imprint: Cambridge University Press Language: English
Author: Carlos Castillo
ISBN: 9781316694510
Publisher: Cambridge University Press
Publication: July 4, 2016
Imprint: Cambridge University Press
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Cambridge University Press

Cover of the book From Humanism to Hobbes by Carlos Castillo
Cover of the book Principles of Optics for Engineers by Carlos Castillo
Cover of the book The Cambridge Companion to Thomas More by Carlos Castillo
Cover of the book Word-Formation in English by Carlos Castillo
Cover of the book The Continental Drift Controversy: Volume 3, Introduction of Seafloor Spreading by Carlos Castillo
Cover of the book Rebel Governance in Civil War by Carlos Castillo
Cover of the book Practicing Medicine and Ethics by Carlos Castillo
Cover of the book Analysing English Sentences by Carlos Castillo
Cover of the book Problem Fathers in Shakespeare and Renaissance Drama by Carlos Castillo
Cover of the book The Primitivist Theory of Truth by Carlos Castillo
Cover of the book Strategic Customer Management by Carlos Castillo
Cover of the book Bilingual Language Acquisition by Carlos Castillo
Cover of the book Regionalism and Rebellion in Yemen by Carlos Castillo
Cover of the book Inducing Compliance with International Humanitarian Law by Carlos Castillo
Cover of the book Exploring Mathematics by Carlos Castillo
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy