Development of an intelligent information resource model based on modern natural language processing methods
Sadirmekova Z. Sambetbayeva M. Serikbayeva S. Borankulova G. Yerimbetova A. Murzakhmetov A.
October 2023Institute of Advanced Engineering and Science
International Journal of Electrical and Computer Engineering
2023#13Issue 55314 - 5332 pp.
Currently, there is an avalanche-like increase in the need for automatic text processing, respectively, new effective methods and tools for processing texts in natural language are emerging. Although these methods, tools and resources are mostly presented on the internet, many of them remain inaccessible to developers, since they are not systematized, distributed in various directories or on separate sites of both humanitarian and technical orientation. All this greatly complicates their search and practical use in conducting research in computational linguistics and developing applied systems for natural text processing. This paper is aimed at solving the need described above. The paper goal is to develop model of an intelligent information resource based on modern methods of natural language processing (IIR NLP). The main goal of IIR NLP is to render convenient valuable access for specialists in the field of computational linguistics. The originality of our proposed approach is that the developed ontology of the subject area “NLP” will be used to systematize all the above knowledge, data, information resources and organize meaningful access to them, and semantic web standards and technology tools will be used as a software basis.
Information resources , Methods natural language , Natural language processing , Ontology , processing , Text analysis
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Department of Information Systems, Faculty of Information Technology, M.Kh. Dulaty Taraz Regional University, Taraz, Kazakhstan
Institute of Information and Computational Technologies, Committee of Science of the Ministry of Education and Science of the Republic of Kazakhstan, Almaty, Kazakhstan
Department of Information Systems, Faculty of Information Technology, L.N. Gumilyov Eurasian National University, Astana, Kazakhstan
Department of Information Systems, Faculty of Information Technology, Satbayev University, Almaty, Kazakhstan
Department of Information Systems
Institute of Information and Computational Technologies
Department of Information Systems
Department of Information Systems
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