Method for Automated Assessment of the Reliability of Alternative Statements in a Collection of Scientific Articles Using the Example of Overton Windows

In the era of information abundance, methods of automatically assessing the quality of information are extremely important. Reliability is among the main criteria for information quality. This 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 database 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.

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Publication Details

Journal
Scientific and Technical Information Processing
Published
2025-12-01
DOI
https://doi.org/10.3103/s0147688225700352
Primary Topic
Library Science and Information
Type
article
Field-Weighted Citation Impact
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article

Method for Automated Assessment of the Reliability of Alternative Statements in a Collection of Scientific Articles Using the Example of Overton Windows

M. M. Charnine, N. V. Somin
Scientific and Technical Information Processing
Library Science and Information
article

Method for Automated Assessment of the Reliability of Alternative Statements in a Collection of Scientific Articles Using the Example of Overton Windows

M. M. Charnine, N. V. Somin
article en

Abstract

In the era of information abundance, methods of automatically assessing the quality of information are extremely important. Reliability is among the main criteria for information quality. This 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 database 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.

Scientific and Technical Information ProcessingVol. 52(5)
Russian Academy of Sciences (RU)
Openalex Percentile: Top 15%
Library Science and Information
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