Development Kazakh-Turkish Machine Translation on the Base of Complete Set of Endings Model

Abstract

This article discusses Kazakh-Turkish machine translation based on the model of a complete set of endings. The morphological model CSE (Complete Set of Endings) is used for Kazakh-Turkish machine translation. To collect the necessary materials and implement the algorithm, a lot of research and careful work was carried out during the study. The main ones include creation of a set of suffixes in the Kazakh and Turkish languages; morphological analysis of endings and creation of corresponding morphological tables of two languages; create an appropriate list of Kazakh and Turkish stem dictionaries; create an appropriate list of Kazakh and Turkish stop-word dictionaries; develop Kazakh-Turkish machine translation algorithm based on the CSE model; create software based on this algorithm. The main part of the study consists of fragments of the collected material, as well as the main algorithms and results. Scientific contribution of the article: machine translation technology for Kazakh-Turkish translation is developed based on the CSE model. Experiment results shoes possibility of proposed technology of machine translation for Turkic languages.