Probabilistic latent semantic analysis as a potential method for integrating spatial data concepts

Wadsworth, Richard A.; Comber, Alexis J.; Fisher, Peter F.. 2008 Probabilistic latent semantic analysis as a potential method for integrating spatial data concepts. In: Navratil, Gerhard, (ed.) Proceedings of the Colloquium for Andrew U. Frank's 60th Birthday 2008. Vienna, Department of Geoinformation and Cartography, 99-108. (GeoInfo, 39).

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Abstract/Summary

In this paper we explore the use of Probabilistic Latent Semantic Analysis (PLSA) as a method for quantifying semantic differences between land cover classes. The results are promising, revealing ‘hidden’ or not easily discernible data concepts. PLSA provides a ‘bottom up’ approach to interoperability problems for users in the face of ‘top down’ solutions provided by formal ontologies. We note the potential for a meta-problem of how to interpret the concepts and the need for further research to reconcile the top-down and bottom-up approaches.

Item Type:	Publication - Book Section
Programmes:	CEH Programmes pre-2009 publications > Environmental Informatics
UKCEH and CEH Sections/Science Areas:	Watkins (to March 2011)
ISBN:	9783901716416
NORA Subject Terms:	Data and Information
Related URLs:	ftp://ftp.geoinfo.tuwien.ac.at/events/co...
Date made live:	15 Jul 2008 15:05 +0 (UTC)
URI:	https://nora.nerc.ac.uk/id/eprint/2298

Item Type:

Publication - Book Section

Programmes:

CEH Programmes pre-2009 publications > Environmental Informatics

UKCEH and CEH Sections/Science Areas:

Watkins (to March 2011)

ISBN:

9783901716416

NORA Subject Terms:

Data and Information

Related URLs: