Using intelligent algorithms for the text information processing

For the purpose of adaptive text summarization the software for automatic genre recognition has been developed base on intelligent algorithms. The software allows creation of normalizing 45 statistic, lexical, syntactic, positional, and discursive parameters and clustering of heterogeneous parameters with the help of k-means algorithm, verification of the parameters, selection of the parameters highly salient for academic, newspaper, and fiction texts by means of two factor analysis algorithms.