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Maple's GraphTheory:-ChromaticNumber function says the chromatic number is 4. Here's one possible 4-colouring.
alt text http://www.math.ubc.ca/%7Eisrael/problems/dodeca.jpg
Maple's GraphTheory:-ChromaticNumber function says the chromatic number is 4.