TY - BOOK AU - Castillo, Carlos TI - Big Crisis Data: Social Media in Disasters and Time-Critical Situations SN - 9781107135765 U1 - 384.33 PY - 2016/// CY - New York PB - Cambridge University Press KW - Disaster Relief - Citizen Participation KW - Online Social Networks KW - Data Mining KW - Emergency Management - Information Technology N1 - 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 ER -