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JOURNALS // Artificial Intelligence and Decision Making // Archive

Artificial Intelligence and Decision Making, 2024 Issue 1, Pages 118–128 (Mi iipr10)

Analysis of textual and graphical information

A method for automated assessment of the reliability of alternative statements in a collection of scientific articles using the example of the topic “Overton windows”

M. M. Sharnin, N. V. Somin

Federal Research Center "Computer Science and Control" of Russian Academy of Sciences, Moscow, Russia

Abstract: The paper proposes a method for assessing the reliability of opposing statements/facts based on trends in bibliographic data, provides an example of its use, and discusses the possibility of automating the method and replenishing the fact base. As an example, 1047 articles from the scientific eLibrary containing the words “window” and “Overton” were analyzed. Using the proposed method, it is shown that “working technology” and “pseudo-scientific concept” are alternative points of view on “Overton windows”. It is also shown that the “working technology” point of view is more reliable.

Keywords: reliability of information, quality of information, reliability assessment, controversy detection, alternative statements, automatic fact checking, Overton windows.

DOI: 10.14357/20718594240110



© Steklov Math. Inst. of RAS, 2024