Informatics and Applications
2019, Volume 13, Issue 2, pp 22-28
ARCHITECTURAL DECISIONS IN THE PROBLEM OF IDENTIFICATION OF FRAUD IN THE ANALYSIS OF INFORMATION FLOWS IN DIGITAL ECONOMY
- A. A. Grasho
- M. I. Zabezhailo
- N. A. Grnsho
- E. E. Timonina
Abstract
An approach to a research of some types of fraud in digital economy with the usage of relationships
of cause and effect is formulated. In all types of the considered frauds, the discrepancy between the purposes of
financial transactions and actual cost of achievement of these purposes has to be observed. Data on transactions
can be collected by observing information flows in which these transactions are reflected. The architecture of data
collection and their analysis can be organized by means of the distributed ledgers with the centralized consensus that
allows creating an analog of the electronic account book fixing financial and economic activity of subjects of digital
economy in the region. The methods of fraud identification considered are based on the contradictions between
actions described in transactions and information, which is contained in plans, standards, precedents, etc. The
method based on a simplified scheme of implementation of the abstract project is considered. For identification
of contradictions, it is necessary to carry out the analysis from the effect to the cause, i. e., to look for anomalies
in information describing the generation of the observed effects. It is shown how in implementation of the project
it is possible to allocate simple "necessary conditions" of violation of cause and effect relationships, i. e., a set of
"necessary conditions" violation of which demonstrates fraud existence. It is possible to call this set of "necessary
conditions" by metadata for control of the project for fraud identification.
[+] References (9)
- Grusho, A. A., A. A. Zatsarinny, and E. E. Timonina.
2019. Blokcheyny tsifrovoy ekonomiki na baze sistemy
situatsionnykh tsentrov i tsentralizovannogo konsensusa
[Blockchains of digital economy on the basis of the system of the situational centres and the centralized consensus]. 25th Scientific and Technical Conference (International) "Radar-Location, Navigation, Communication"Pro-
ceedings. Voronezh: VSU Publs. 6:183-191.
- Grusho, A., A. Zatsarinny, and E. Timonina. 2019 (in
press). A system approach to information security in distributed ledgers on the situational centers platform. Lecture
notes in computer science ser. Springer.
- Finn, V.K. 2011. Iskusstvennyy intellekt: Metodologiya,
primeneniya, filosofiya [Artificial intelligence: Methodology, applications, philosophy]. Moscow: KRASAND. 448 p.
- Anshakov, O. M., and E. F. Fabrikantova. 2009. DSM-
metod avtomaticheskogo porozhdeniya gipotez: Logicheskie
i epistemologicheskie osnovaniya [JSM-method of automatic hypothesis generation: Logical and epistemological].
Moscow: KD LIBROKOM. 432 p.
- Poelmans, J., P. Elzinga, S. Viaene, and G. Dedene.
2010. Formal concept analysis in knowledge discovery:
Received April 3, 2019
A survey. Conceptual structures: From information to intelligence. Eds. M. Croitoru, S. Ferre, and D. Lukose. Lecture notes in computer science ser. Berlin-Heidelberg: Springer. 6208:139-153.
- Pankratov, E. S., and V. K. Finn. 2009. Avtomaticheskoe porozhdeniegipotez v intellektual'nykh sistemakh [Automatic hypotheses generation in intelligent systems]. Moscow: KD LIBROKOM. 528 p.
- Denisov, A. A., and D. N. Kolesnikov. 1982. Teoriya bol'shikh sistem upravleniya [Theory ofbig control systems]. Leningrad: Energoizdat. 488 p.
- Grusho, A. A., N.A. Grusho, M. I. Zabezhailo, D. V. Smirnov, and E. E. Timonina. 2018. Parametrizatsiya v prikladnykh zadachakh poiska empiricheskikh prichin [Parametrization in applied problems of search of the empirical reasons]. Informatika i ee Primeneniya - Inform. Appl. 12(3):62-66.
- Grusho, A. A., N. A. Grusho, M. V. Levykin, and E. E. Ti-monina. 2018. Metody identifikatsii zakhvata khosta v raspredelennoy informatsionno-vychislitel'noy sisteme, zashchishchennoy s pomoshch'yu metadannykh [Methods of identification of host capture in the distributed informa-tion system which is protected on the base of meta data]. Informatika i ee Primeneniya - Inform. Appl. 12(4):41-45.
[+] About this article
Title
ARCHITECTURAL DECISIONS IN THE PROBLEM OF IDENTIFICATION OF FRAUD IN THE ANALYSIS OF INFORMATION FLOWS IN DIGITAL ECONOMY
Journal
Informatics and Applications
2019, Volume 13, Issue 2, pp 22-28
Cover Date
2019-06-30
DOI
10.14357/19922264190204
Print ISSN
1992-2264
Publisher
Institute of Informatics Problems, Russian Academy of Sciences
Additional Links
Key words
digital economy; information flows; relationships of reason and effect; detection of fraudulent schemes
Authors
A. A. Grasho , M. I. Zabezhailo , N. A. Grnsho , and E. E. Timonina
Author Affiliations
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
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