Big Crisis Data : Social Media in Disasters and Time-Critical Situations Paperback / softback
by Carlos Castillo
Paperback / softback
Description
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.
Information
-
Out of stock
- Format:Paperback / softback
- Pages:224 pages, Worked examples or Exercises; 6 Tables, black and white; 10 Line drawings, black and whit
- Publisher:Cambridge University Press
- Publication Date:19/12/2019
- Category:
- ISBN:9781108816946
Other Formats
- PDF from £25.49
- Hardback from £56.99
- EPUB from £25.49
Information
-
Out of stock
- Format:Paperback / softback
- Pages:224 pages, Worked examples or Exercises; 6 Tables, black and white; 10 Line drawings, black and whit
- Publisher:Cambridge University Press
- Publication Date:19/12/2019
- Category:
- ISBN:9781108816946