Abstract
Currently, the volume of various information resources in the Turkic languages is increasing. Processing of such resources requires thesauri and corpora created using a single metalanguage (tagging language) and the knowledge base of subject areas. This article proposes a meta-language of the morphological concepts of the Turkic languages on the example of the Kazakh language, which was used to create the knowledge base of the morphology of the Kazakh language in the Protégé environment. The results of the work were used to develop software applications for semantic search and knowledge extraction, as well as an assessment of knowledge applications on the morphology of the Kazakh language in the e-learning system.
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References
Bekmanova, G., et al.: A uniform morphological analyzer for the Kazakh and Turkish languages. In: Proceedings of the Sixth International Conference on Analysis of Images, Social Networks and Texts, Moscow, Russia, pp. 20–30 (2017)
Zhetkenbay, L., Sharipbay, A.A., Bekmanova, G.T., Kazhymukhan, D., Kamanur, U.: Comparison of the morphological rules of the Kazakh and Turkish languages. J. Math. Mech. Comput. Sci. 100(4), 42–51 (2018)
Sharipbaev, A.A., Bekmanova, G.T., Buribayeva, A.K., Yergesh, B.Zh., Mukanova, A.S., Kaliyev, A.K.: Semantic neural network model of morphological rules of the agglutinative languages. In: Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems, The 13th International Symposium on Advanced Intelligent Systems, Kobe, Japan, pp. 1094–1099 (2012)
Tsukanova N.I.: Ontological model for knowledge representation and organization, Moscow (2015)
Smekhun Y.A.: Ontologies in the knowledge based systems: possibilities of their application. Int. Res. J. https://doi.org/10.18454/IRJ.2016.47.086. Accessed 25 Feb 2019
Protégé. http://protege.stanford.edu. Accessed 10 Mar 2019
Gruber, T.R.: Toward principles for the design of ontologies used for knowledge sharing. Int. J. Hum Comput Stud. 43(5–6), 907–928 (1995)
Zalevskaya A.A.: Introduction to Psycholinguistics: A Textbook. Moscow (2000)
Marcus, M.P., Santorini, B., Marcinkiewicz, M.A.: Building a large annotated corpus of English: the Penn Treebank. Comput. Ling. pp. 313–330 (1993)
Garside, R.: The CLAWS word-tagging System. In: Garside, R., Leech, G., Sampson, G. (eds.) The Computational Analysis of English: A Corpus-based Approach. Longman, London (1987)
The Open American National Corpus. http://www.anc.org. Accessed 10 Dec 2018
Ide, N.: The American national corpus: then, now, and tomorrow. In: Selected Proceedings of the 2008 HCSNet Workshop on Designing the Australian National Corpus: Mustering Languages, Cascadilla Proceedings Project, Sommerville, MA (2008)
Jurafsky, D., Martin, J.H.: Speech and Language Processing: An Introduction to Natural Language Processing. Computational Linguistics and Speech Recognition. 2nd edn. Prentice-Hall (2009)
Indurkhya, N., Damerau, F.J.: Handbook of Natural Language Processing. 2nd edn. Chapman & Hall/CRC (2010)
Kazakh Language Corpus. http://kazcorpus.kz/. Accessed 10 Dec 2018
Makhambetov, O., Makazhanov, A., Yessenbayev, Zh., Matkarimov, B., Sabyrgaliyev, I., Sharafudinov, A.:. Assembling the Kazakh language corpus. In: Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, pp. 1022–1031 (2013)
Madiyeva, G.B., Umatova, ZhM: About Almaty Corpus of the Kazakh language KazNU messenger. “Pholology” Series 5(157), 99–103 (2015)
Tatar National corpus “Tugan tel”. http://tugantel.tatar. Accessed 10 Dec 2018
Galieva, A., Khakimov, B., Gatiatullin A.: On the way to the relevant grammatical tagset for the tatar national corpus. In: 8th International Conference on Corpus Linguistics, Málaga, Spain, pp. 121–129 (2016)
Turkish National Corpus (TNC). http://www.tnc.org.tr/. Accessed 10 Dec 2018
Kubedinova, L., Gatiatullin, A.: Morphological tagging of crimean tatar electronic corpus. In: Proceedings of the international conference “Turkic languages processing”, Kazan, Tatarstan, pp. 331–337 (2015)
Zheltov, P.: Morphological annotation system for the national corpus of the chuvash language. In: Proceedings of the international conference “Turkic languages processing”, Kazan, Tatarstan, pp. 328–331 (2015)
Bekmanova, G., Sharipbay, A., Omarbekova, A., Yelibayeva G., Yergesh B.: Adequate assessment of the customers’ actual reviews through comparing them with the fake ones. In: Proceedings of 2017 International Conference on Engineering & Technology (ICET 2017), Antalya, Turkey (2017). ISBN: 978-1-5386-1949-0
Yergesh, B., Mukanova, A., Sharipbay, A., Bekmanova, G., Razakhova, B.: Semantic hyper-graph based representation of nouns in the Kazakh language. Computacion y Sistemas 18(3), 627–635 (2014)
Mukanova, A., Yergesh, B., Bekmanova, G., Razakhova, B., Sharipbay, A.: Formal models of nouns in the Kazakh language. Leonardo Electron. J. Practices Technol. 13(25), 264–273 (2014)
Aripov, M., Sharipbay, A., Abdurakhmonova, N., Razakhova B.: Ontology of grammar rules as example of noun of Uzbek and Kazakh languages. In: Abstract of the VI International Conference “Modern Problems of Applied Mathematics and Information Technology - Al-Khorezmiy 2018”, pp. 37–38, Tashkent, Uzbekistan (2018)
Sharipbay, A., Yergesh, B., Yelibayeva, G., Israilova, N., Bakasova, P., Zhetkenbay L.: Ontological models matching of nouns of Kazakh and Kyrgyz languages. In: Proceedings of the International Conference on Computer Processing of Turkic Languages, Tashkent, Uzbekistan, pp. 182–188 (2018)
Zhetkenbay, L., Sharipbay, A., Bekmanova, G., Kamanur, U.: Ontological modeling of morphological rules for the adjectives in Kazakh and Turkish languages. J. Theor. Appl. Inf. Technol. 91(2), 257–263 (2016)
Momynova, B.K., Satkenova, ZhB: Morphology of the Kazakh language: a teaching aid. Almaty, Kazakhstan (2014)
Yskakov, A.: Modern Kazakh Language, 2 edn. Almaty, Kazakhstan (1991)
The Kazakh grammar. Phonetics, word formation, morphology, syntax. Astana, Kazakhstan (2002)
Institute of State language development: The Kazakh Language (Short grammar reference book). Almaty, Kazakhstan (2010)
Acknowledgments
The work was supported by the grant financing for scientific and technical programs and projects by the Ministry of Science and Education of the Republic of Kazakhstan (Grant No. AP05132249, 2018–2020).
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Yelibayeva, G., Mukanova, A., Sharipbay, A., Zulkhazhav, A., Yergesh, B., Bekmanova, G. (2019). Metalanguage and Knowledgebase for Kazakh Morphology. In: Misra, S., et al. Computational Science and Its Applications – ICCSA 2019. ICCSA 2019. Lecture Notes in Computer Science(), vol 11619. Springer, Cham. https://doi.org/10.1007/978-3-030-24289-3_51
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DOI: https://doi.org/10.1007/978-3-030-24289-3_51
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