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JOURNALS // Intelligent systems. Theory and applications // Archive

Intelligent systems. Theory and applications, 2022 Volume 26, Issue 1, Pages 179–184 (Mi ista352)

Part 4: Natural Language Processing

Cluster network approach to natural language analysis and its applications

A. D. Bogomolova

Lomonosov Moscow State University

Abstract: The cluster approach to natural language analysis solves the problem of labor and time consuming in this data form analysis. It gives opportunity to see the overall objective picture of scientific research in both dynamic form and in static to analyze the current situation. The method combines the capabilities of machine learning and human cognitive abilities which is an efficient way to analyze large amounts of data. The method is suitable for a variety of purposes and in this article there are some examples of its applications.

Keywords: Cluster approach, natural language analysis, patent analysis, tokenization, network.



© Steklov Math. Inst. of RAS, 2024