Ontology-Driven Computer Systems

Q3 Social Sciences
Mykola G. Petrenko, Ellen Cohn, O. Shchurov, Kyrylo Malakhov
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引用次数: 0

Abstract

This article delves into the evolving frontier of ontology-driven natural language information processing. Through an in-depth examination, we put forth a novel linguistic processor architecture, uniquely integrating linguistic and ontological paradigms during semantic analysis. Distancing from conventional methodologies, our approach showcases a profound merger of knowledge extraction and representation techniques. A central highlight of our research is the development of an ontology-driven information system, architected with an innate emphasis on self-enhancement and adaptability. The system’s salient capability lies in its adept handling of elementary knowledge, combined with its dynamic aptitude to foster innovative concepts and relationships. A particular focus is accorded to the system’s application in scientific information processing, signifying its potential in revolutionising knowledge-based applications within scientific domains. Through our endeavours, we aim to pave theway for more intuitive, precise, and expansive ontology-driven tools in the realm of knowledge extraction and representation.
本体驱动的计算机系统
本文深入探讨了本体驱动的自然语言信息处理这一不断发展的前沿领域。通过深入研究,我们提出了一种新颖的语言处理器架构,在语义分析过程中独特地整合了语言学和本体论范式。与传统方法不同,我们的方法展示了知识提取和表征技术的深度融合。我们研究的一个核心亮点是开发了一个本体驱动的信息系统,该系统的架构强调自我增强和适应性。该系统的突出能力在于其对基本知识的熟练处理,以及其培养创新概念和关系的动态能力。我们特别关注该系统在科学信息处理方面的应用,这标志着它在革新科学领域基于知识的应用方面的潜力。通过我们的努力,我们的目标是在知识提取和表示领域为更直观、更精确、更广泛的本体驱动工具铺平道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
South African Computer Journal
South African Computer Journal Social Sciences-Education
CiteScore
1.30
自引率
0.00%
发文量
10
审稿时长
24 weeks
期刊介绍: The South African Computer Journal is specialist ICT academic journal, accredited by the South African Department of Higher Education and Training SACJ publishes research articles, viewpoints and communications in English in Computer Science and Information Systems.
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