GeoScope: Online Detection of Geo-Correlated Information Trends in Social Networks

@article{Budak2013GeoScopeOD,
  title={GeoScope: Online Detection of Geo-Correlated Information Trends in Social Networks},
  author={Ceren Budak and Theodore Georgiou and Divyakant Agrawal and Amr El Abbadi},
  journal={PVLDB},
  year={2013},
  volume={7},
  pages={229-240}
}
The First Law of Geography states “Everything is related to everything else, but near things are more related than distant things”. This spatial significance has implications in various applications, trend detection being one of them. In this paper we propose a new algorithmic tool, GeoScope, to detect geo-trends. GeoScope is a data streams solution that detects correlations between topics and locations in a sliding window, in addition to analyzing topics and locations independently. GeoScope… CONTINUE READING
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