Data Exploration with GIS Viewsheds and Social Network Analysis
Abstract
We present a novel exploratory method that combines line of sight visibility (viewshed analysis) with techniques from social network analysis to investigate archaeological data. At increasing distances different nodes are connected creating a set of networks, which are subsequently described using centrality measures and clustering coefficients. Networks with significant properties are examined in more detail. We use this method to investigate the placement of hillforts (nodes) in the Gwent region of south-east Wales, UK. We are able to determine distances that support significant transitions in network structure that could have archaeological validity.
Journal/conference proceeding
23rd GIS Research UK Conference (GISRUK 2015);
Citation
Oatley, G., Crick, T. and Howell, R (2015) 'Data Exploration with GIS Viewsheds and Social Network Analysis', in Proceedings of 23rd GIS Research UK Conference (GISRUK 2015)
Collections
- Computing and IT [41]
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