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JOURNALS // Sistemy i Sredstva Informatiki [Systems and Means of Informatics] // Archive

Sistemy i Sredstva Inform., 2020 Volume 30, Issue 2, Pages 177–186 (Mi ssi711)

Model of automated estimating the trustworthiness of concrete-historical facts system functioning

I. M. Adamovich, O. I. Volkov

Institute of Informatics Problems, Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, 44-2 Vavilov Str., Moscow 119333, Russian Federation

Abstract: The article continues the series of works devoted to the technology of concrete historical research supporting. The technology is based on the principles of co-creation and crowdsourcing and is designed for a wide range of users which are not professional historians and biographers. This article is devoted to the description and rationale of the approach to the modeling of the mechanism of automated estimating the trustworthiness of processed information which is included in the technology for its further development. The proposed approach is to appropriately modify the semantic net model which is based on the concepts of graphodynamics and the Barabasi–Albert model and the support for user activity simulation mechanism. Using this model, the experimental tests of the effectiveness of iterative algorithms for the implementation of a new mechanism for automated estimating the trustworthiness of concrete-historical information were carried out and the influence of the iteration depth constraint on the average trustworthiness of the calculated estimates was generally evaluated.

Keywords: modeling, distributed technology, reliability of information, historical-biographical fact, automated procedure.

Received: 13.01.2020

DOI: 10.14357/08696527200216



© Steklov Math. Inst. of RAS, 2024