Patent ID: 8428935

Claim:
A language and text analysis apparatus for forming a search and classification catalog, the apparatus having at least one linguistic databank for accessing linguistic terms with data records so as to perform at least one of classifying and sorting at least one of language and text data corresponding to the data records, the linguistic terms having at least one of keywords and search terms, and the linguistic databank further having links between words and linked terms of similar meaning so that the links are associated with synonym groups in a taxonomy table, the apparatus comprising: a weighting module for weighting of table elements in the taxonomy table on a basis of frequency of occurrence of individual links in the linguistic databank, an integration module configured to generate a multidimensional, weighted n-dimensional content matrix in an n-dimensional content space on a basis of agglomerates of elements in the taxonomy table, and configured to choose and project axes of the n-dimensional content matrix based on a relevancy of a total hit frequency of words and linked terms of all the data records for the at least one of the language and text data so as to optimally characterize the data records with the axes, and a neural network module for at least one of classification and sorting of at least one of the language and text data on a basis of the content matrix, by using definable descriptors for the language and text analysis apparatus to determine appropriate constraints for one or more subject groups.