Big Crisis Data: Social Media in Disasters and Time-Critical Situations
Castillo, Carlos
Big Crisis Data: Social Media in Disasters and Time-Critical Situations - New York Cambridge University Press 2016 - 212p
1. Introduction
2. Volume: Data Acquisition, Storage, and Retrieval
3. Vagueness: Natural Language and Semantics
4. Variety: Classification and Clustering
5. Virality: Networks and Information Propagation
6. Velocity: Online Methods and Data Streams
7. Volunteers: Humanitarian Crowdsourcing
8. Veracity: Misinformation and Credibility
9. Validity: Biases and Pitfalls of Social Media Data
10. Visualization: Crisis Maps and Beyond
11. Values: Privacy and Ethics
12. Conclusions and Outlooks
9781107135765
Disaster Relief - Citizen Participation
Online Social Networks
Data Mining
Emergency Management - Information Technology
384.33 / CAS
Big Crisis Data: Social Media in Disasters and Time-Critical Situations - New York Cambridge University Press 2016 - 212p
1. Introduction
2. Volume: Data Acquisition, Storage, and Retrieval
3. Vagueness: Natural Language and Semantics
4. Variety: Classification and Clustering
5. Virality: Networks and Information Propagation
6. Velocity: Online Methods and Data Streams
7. Volunteers: Humanitarian Crowdsourcing
8. Veracity: Misinformation and Credibility
9. Validity: Biases and Pitfalls of Social Media Data
10. Visualization: Crisis Maps and Beyond
11. Values: Privacy and Ethics
12. Conclusions and Outlooks
9781107135765
Disaster Relief - Citizen Participation
Online Social Networks
Data Mining
Emergency Management - Information Technology
384.33 / CAS