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Integrated Social Media and Seismic Earthquake Dataset

Summary

This integrated dataset provides validation of the system, and analysis demonstrates the system performance as described in figures 5, 6 and 7. The analysis of this dataset was shared publically at scientific conferences including American Geophysical Union (AGU) in December 2014 ( https://agu.confex.com/agu/fm14/meetingapp.cgi#Paper/13007) and Association of Computing Machinery (ACM) Special Interest Group Knowledge Discovery and Data Mining (SIGKDD) Learning about Emergencies from Social Informaion (LESI) workshop in August 2014 ( https://sites.google.com/site/kddlesi2014/program/papers). The figures show the following: Tweet Based Event Detection Delay - The histogram was derived from the integrated social media detected and seismically [...]

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DetectionDelay.jpg
“Tweet Based Event Detection Delay”
thumbnail 136.57 KB image/jpeg
LocationAccuracy.jpg
“Tweet Based Event Locations”
thumbnail 158.85 KB image/jpeg
MagnitudeDistribution.jpg
“Magnitude Distribution for Tweet Based Event Detection”
thumbnail 146.96 KB image/jpeg
Tweet Based Event Locations
Tweet Based Event Locations

Communities

  • Community for Data Integration (CDI)

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