Session 6 - NLP for EM and visualization/Dashboards

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Date: Friday October 26th

Papers:

  • 1) Neppalli, Venkata K., et al., 2017, Sentiment analysis during Hurricane Sandy in emergency response, International journal of disaster risk reduction, Vol. 21, PP: 213-222, File:P2.pdf.
  • 2) Burel, Grégoire, Hassan Saif, and Harith Alani, 2017, Semantic Wide and Deep Learning for Detecting Crisis-Information Categories on Social Media, International Semantic Web Conference, PP: 138-155, File:P3.pdf.
  • 3) Verma, Sudha, et al., 2011, Natural Language Processing to the Rescue? Extracting “Situational Awareness” Tweets During Mass Emergency , Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media, PP:1--8, File:P3a.pdf
  • 4) Shen, Shi, et al., 2017, Information retrieval of a disaster event from cross-platform social media, International journal of Information Discovery and Delivery, Vol. 45(4), PP: 220-226. File:P5.pdf
  • 5) Francesco Tarasconi, Michela Farina, Antonio Mazzei, Alessio Bosca, 2017, The Role of Unstructured Data in Real-Time Disaster-related Social Media Monitoring, IEEE International Conference on Big Data, PP:1--10, File:P6.pdf.
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Suitable readings:


Slides: Session-6: File:ML-VD.pdf