基于现代自然语言处理方法的智能信息资源模型开发

Zh.B. Sadirmekova, M. Sambetbayeva, Sandugash Serikbayeva, G. Borankulova, A. Yerimbetova, A. Murzakhmetov
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引用次数: 1

摘要

当前,对自动文本处理的需求呈雪崩式增长,处理自然语言文本的新有效方法和工具不断涌现。尽管这些方法、工具和资源大多出现在internet上,但其中许多仍然无法被开发人员访问,因为它们没有系统化,没有在各种目录中分发,也没有在人道主义和技术方向的单独站点上分发。所有这些都极大地复杂化了它们在计算语言学研究和开发自然文本处理应用系统中的搜索和实际应用。本文旨在解决上述需求。本文的目标是建立基于现代自然语言处理方法的智能信息资源模型。IIR NLP的主要目标是为计算语言学领域的专家提供方便有价值的访问。我们提出的方法的创新之处在于,将“自然语言处理”主题领域的本体开发用于将上述所有知识、数据、信息资源系统化并组织对它们的有意义访问,并将语义web标准和技术工具作为软件基础。
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Development of an intelligent information resource model based on modern natural language processing methods
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.
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来源期刊
International Journal of Electrical and Computer Engineering
International Journal of Electrical and Computer Engineering Computer Science-Computer Science (all)
CiteScore
4.10
自引率
0.00%
发文量
177
期刊介绍: International Journal of Electrical and Computer Engineering (IJECE) is the official publication of the Institute of Advanced Engineering and Science (IAES). The journal is open to submission from scholars and experts in the wide areas of electrical, electronics, instrumentation, control, telecommunication and computer engineering from the global world. The journal publishes original papers in the field of electrical, computer and informatics engineering which covers, but not limited to, the following scope: -Electronics: Electronic Materials, Microelectronic System, Design and Implementation of Application Specific Integrated Circuits (ASIC), VLSI Design, System-on-a-Chip (SoC) and Electronic Instrumentation Using CAD Tools, digital signal & data Processing, , Biomedical Transducers and instrumentation, Medical Imaging Equipment and Techniques, Biomedical Imaging and Image Processing, Biomechanics and Rehabilitation Engineering, Biomaterials and Drug Delivery Systems; -Electrical: Electrical Engineering Materials, Electric Power Generation, Transmission and Distribution, Power Electronics, Power Quality, Power Economic, FACTS, Renewable Energy, Electric Traction, Electromagnetic Compatibility, High Voltage Insulation Technologies, High Voltage Apparatuses, Lightning Detection and Protection, Power System Analysis, SCADA, Electrical Measurements; -Telecommunication: Modulation and Signal Processing for Telecommunication, Information Theory and Coding, Antenna and Wave Propagation, Wireless and Mobile Communications, Radio Communication, Communication Electronics and Microwave, Radar Imaging, Distributed Platform, Communication Network and Systems, Telematics Services and Security Network; -Control[...] -Computer and Informatics[...]
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