While the variation graph can provide comprehensive knowledge of Chinese character variations, efforts need to be made to address these two problems: (1) the variation patterns can be very flexible, and the compounded (long-range) variation information transfer may exist.
short-range (local) graph information, e.g., character vertex's neighbors, may be insufficient for spam detection.