This paper explores how two relatively new methods, which may be categorized loosely as "artificial mtelligence" (AI) approaches, might be used in analyzing the relationship between socioeconomic data and democracy. The ID3 algorithm is used as a preprocessor in the construction of neural networks which are used to predict the potential level of democracy of communist countries on the basis of socioeconomic variables for 147 countries.
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