NLP-Based Verification of Message Reliability Using Semantic Network Analysis

This article focuses on methods and approaches for constructing semantic networks for textual (news) messages in media streams to identify potential sources of disinformation. The main objective is to develop a comprehensive methodology for building such networks, using key terms as the foundation f...

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Bibliographic Details
Published in:	Cybernetics and systems analysis Vol. 61; no. 3; pp. 364 - 374
Main Authors:	Zgurovsky, M. Z., Boldak, A. O., Yefremov, K. V., Stus, O. V., Dmytrenko, O. O.
Format:	Journal Article
Language:	English
Published:	Cham Springer International Publishing 01.05.2025 Springer Nature B.V
Subjects:	Artificial Intelligence Content analysis Control Data analysis Information science Information sources Instant messaging Mathematics Mathematics and Statistics Messages Natural language processing Network analysis Network reliability News Processor Architectures Semantic analysis Semantic relations Semantics Similarity Software Engineering/Programming and Operating Systems Systems Analysis Systems Theory text analysis Frobenius measure semantic network verification of message reliability Horizontal Visibility Graph algorithm Directed Weighted Network of Terms
ISSN:	1060-0396, 1573-8337
Online Access:	Get full text
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