Systems and Means of Informatics
2017, Volume 27, Issue 4, pp 150-163
THE INFLUENCE OF USER ERRORS ON SEMANTIC NET QUALITY DYNAMICS
- I. M. Adamovich
- O. I. Volkov
Abstract
The article is devoted to the description and rationale of the approach to the modeling of errors of independent users in forming of a semantic net which is the basis for the distributed technology of concrete historical investigation support and to the quantitative assessment of degree of influence of these errors over the net structure. The proposed approach is to expand the semantic net model which is based on the concepts of graphodynamics and the Barabasi-Albert model by including of the new mechanism of parallel fixation of mistaken and appropriate nonmistaken (ideal) user actions and also the mechanism of imitation of search queries which perform parallely in distorted and nondistorted subnets. Within this approach, the classification of errors affecting the net structure was made and the integral index of semantic net quality was also developed. The experimental studies of user errors impact on semantic net quality dynamics have been undertaken using this model.
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[+] About this article
Title
THE INFLUENCE OF USER ERRORS ON SEMANTIC NET QUALITY DYNAMICS
Journal
Systems and Means of Informatics
Volume 27, Issue 4, pp 150-163
Cover Date
2017-10-30
DOI
10.14357/08696527170412
Print ISSN
0869-6527
Publisher
Institute of Informatics Problems, Russian Academy of Sciences
Additional Links
Key words
semantic net; model; user errors; search query; net quality
Authors
I. M. Adamovich  and O. I. Volkov
Author Affiliations
Institute of Informatics Problems, Federal Research Center "Computer Science
and Control", Russian Academy of Sciences, 44-2 Vavilov Str., Moscow 119333, Russian Federation
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