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NLP problem
last modified January 28 by sbenthall
It sounds like the crux of the problem is in the NLP (natural language processing) part of the problem: turning a search string into a useful query on the database, and perhaps ordering the results in terms of relevance.
Here, Marc Wick of Geonames says that their gazetteer is freely available and uses a mix of NLP, statistics, and heuristics. Apparently, some details of the implementation can be found in The Geospatial Web. Does TOPP have a copy?
This diploma thesis looks like it might have some solid and implementation strategies described in it.