A Use Case Analysis of Heterogeneous Semistructured Objects in Information Security Problems
- Authors: Zegzhda P.D.1, Poltavtseva M.A.1, Pechenkin A.I.1, Lavrova D.S.1, Zaitseva E.A.1
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Affiliations:
- St. Petersburg Polytechnic University
- Issue: Vol 52, No 8 (2018)
- Pages: 918-930
- Section: Article
- URL: https://journals.rcsi.science/0146-4116/article/view/175676
- DOI: https://doi.org/10.3103/S0146411618080278
- ID: 175676
Cite item
Abstract
This paper is devoted to solving the problem of developing a case-based decision support system for information security problems. The source data can be described as heterogeneous semistructured objects and formalized as property vectors. An approach to constructing a knowledge base for such problems using a two-level representation (the level of case-objects and the use case structure level) is given. The authors consider a use case modeling method for preparing a basic data set. Methods for assessing the similarity of heterogeneous semistructured objects and higher-level use cases are proposed. Results of experimental approbation of the described solutions and the architecture of the corresponding decision support system are presented.
About the authors
P. D. Zegzhda
St. Petersburg Polytechnic University
Author for correspondence.
Email: zeg@ibks.ftk.spbstu.ru
Russian Federation, St. Petersburg, 195251
M. A. Poltavtseva
St. Petersburg Polytechnic University
Author for correspondence.
Email: poltavtsevam@yandex.ru
Russian Federation, St. Petersburg, 195251
A. I. Pechenkin
St. Petersburg Polytechnic University
Email: poltavtsevam@yandex.ru
Russian Federation, St. Petersburg, 195251
D. S. Lavrova
St. Petersburg Polytechnic University
Email: poltavtsevam@yandex.ru
Russian Federation, St. Petersburg, 195251
E. A. Zaitseva
St. Petersburg Polytechnic University
Email: poltavtsevam@yandex.ru
Russian Federation, St. Petersburg, 195251