USING INTELLIGENT ALGORITHMSFOR 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.

text information processing, intelligent algorithms, of k-means algorithm