CASPIAN JOURNAL
MANAGEMENT AND HIGH TECHNOLOGIES
Ways of natural language morphological processing
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Read | Prutskov Alexander V., Rozanov Aleksey K. Ways of natural language morphological processing // Caspian journal : management and high technologies. — 2014. — №3. — pp. 119-133. |
Prutskov Alexander V. - Ph.D. (Engineering), Associate Professor, Ryazan State Radioengineering University, 59/1 Gagarin St., Ryazan, 390005, Russian Federation, mail@prutzkow.com
Rozanov Aleksey K. - postgraduate student, Ryazan State Radioengineering University, 59/1 Gagarin St., Ryazan, 390005, Russian Federation
We review existing home and foreign ways of morphological analysis and synthesis. For the purpose of universal word-form generation and recognition method development we expose existing way advantages and disadvantages. Morphological analysis and synthesis methods, that oriented for the one natural language, can not be the basis for the universal method development. This methods algorithmes and data storage structure (dictionaries) are specialized for the one language features and can not be changed for other languages. Morphological ways applicable for some languages have weak points, which can be fixed by the universal method. Analysis of morphological ways let us put in claim to developing method of word-form generation and recognition. The universal method of word-form generation and recognition has to process word-forms of natural languages of different groups and families, have a universal dictionary structure, which do not require convertation for generation and recognithion task solvation, the model of word-form building, which the univesal method based of, has to describe of whole paradigm form building. We have developed the universal method satisfied the claim.
Key words: автоматическая обработка текстов, морфологический анализ, морфологический синтез, генерация словоформ, определение словоформ, машинный перевод, диалог человека с ЭВМ, естественные языки, natural language processing, morphological analysis, morphological s