Understanding the Night-Sky? Developing AI-Enabled System for Exploring Night-Light Usage Patterns

Jakob Hederich, Shreya Ghosh, Zeyu He, Prasenjit Mitra

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence

Demo Track. Pages 7131-7134.

https://doi.org/10.24963/ijcai.2023/833

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Abstract

We present a demonstration of nighttime light pattern (NTL) analysis system. Our tool named NightVIEW is powered by an efficient system architecture to easily export and analyse a huge volume of spatial data (NTL), image segmentation and clustering algorithms to find unusual NTL patterns and identify hotspots of excess night light usage as well as finding semantics of cities.

Keywords

  • Data Mining: DM: Data visualization
  • Data Mining: DM: Applications
  • Data Mining: DM: Mining spatial and/or temporal data
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