Survey on knowledge representation approaches for natural language processing

  • Cristian Niculiță "Dunarea de Jos" University of Galati
Keywords: natural language, knowledge representation, first-order logic, description logic, frame systems, semantic networks, conceptual graphs

Abstract

In artificial intelligence, knowledge representation is one of the fundamental concepts, which aim to transpose the information about the world in a way that allows the computers to "understand" it. This article briefly describes the most important formalisms used for natural language representation, along with their specific ways of reasoning. We also present (make) a comparative study, analyzing the characteristics of these methods, highlighting their advantages and disadvantages.

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Published
2018-06-01
How to Cite
1.
Niculiță C. Survey on knowledge representation approaches for natural language processing. The Annals of “Dunarea de Jos“ University of Galati. Fascicle III, Electrotechnics, Electronics, Automatic Control, Informatics [Internet]. 1Jun.2018 [cited 15Jan.2025];41(1):5-2. Available from: https://gup.ugal.ro/ugaljournals/index.php/eeaci/article/view/253
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Articles