Corporate system of network information resources monitoring based on multi-agent approach

Authors

  • Dmytro Lande Institute for information recording of National academy of science of Ukraine, Kyiv,
  • Vadym Dodonov Institute for information recording of National academy of science of Ukraine, Kyiv,
  • Taras Kovalenko Institute for information recording of National academy of science of Ukraine, Kyiv,

DOI:

https://doi.org/10.20535/2411-1031.2016.4.1.95881

Keywords:

Social network, modeling, information resources monitoring, multi-agent system, information dissemination.

Abstract

In article the multi-agent model of distribution of the information messages containing references to information resources on the Internet is provided. Characteristics of growth of quantity of special retweets of the chosen messages were analyzed. Distribution of retweets in this case, as well as in model, corresponded to standard distribution of Weibull. Stages of corporate system of network information monitoring resources creation which structure is determined by references in microblogs are described. As a result of the described researches the multi-agent model of distribution of the information messages containing references to information resources in the Internet is constructed. Results of modeling are checked by research of a real network of microblogs Twitter. The found regularities can be used when forming databases of information and analytical systems, when studying anomalies in statistics of references to separate information materials, and respectively, and in identification of information transactions, artificially supported information campaigns. The provided approach has such advantages: Efficiency – the information message is included in the database of information and analytical system in real time; Spanning of the principal information materials on a subject; A possibility of ranging of information materials proceeding from interests of users of social networks;  Compactness of databases, convenience of access for ultimate users. Predictability of volumes of databases, dynamics of their filling; Technological compatibility with the existing information and analytical systems and systems of content monitoring; Possibility of identification of information campaigns, operations.

Author Biographies

Dmytro Lande, Institute for information recording of National academy of science of Ukraine, Kyiv,

doctor of technical science, senior researcher,
head of the specialized modeling tools department

Vadym Dodonov, Institute for information recording of National academy of science of Ukraine, Kyiv,

lead engineer of the specialized
modeling tools department

Taras Kovalenko, Institute for information recording of National academy of science of Ukraine, Kyiv,

lead engineer of the specialized 
modeling tools department

References

D.V. Lande, A.A. Snarskii, and I.V. Bezsudnov, Internetika: Navigation in complex networks: models and algorithms.Moscow, Russia: Librokom (Editorial URSS), 2009.

R. Li, K. Lei, R. Khadiwala, and K. Chang, “TEDAS: A Twitter-based Event Detection and Analysis System”, in Proc. IEEE 28th Int. Conf. Data Engineering (ICDE), Washington, USA, 2012, pp. 1273-1276. doi: 10.1109/ICDE.2012.125.

A.G. Dodonov, D.V. Lande, V.V. Prishchepa, and V.G. Putiatin, Opponent intelligence in computer networks. Kyiv, Ukraine: IIR NAS of Ukraine, 2013.

J. Woo, and H. Chen, “Epidemic model for information diffusion in web forums: experiments in marketing exchange and political dialog”, Springerplus, no. 22, pp. 5-66, 2016. doi: 10.1186/s40064-016-1675-x.

K. Lerman, “Information Is Not a Virus, and Other Consequences of Human Cognitive Limits”, Future Internet, vol. 8, iss. 2, pp. 1-11, 2016. doi: 10.3390/fi8020021.

D.V. Lande, A.N. Graivoronskaia, and B.A. Berezin, “Multi-agent model of information dissemination in social networks”, Registration, storage and processing, т. 18. № 1, pp. 70-77, 2016.

A.G. Dodonov, D.V. Lande, and V.A. Dodonov, “Information Operations Recognition: multiagent approach”, in Proc. IVth Int. Conf. Open Semantic Technology for Intelligent Systems (OSTIS-2016), Minsk, 2016, pp. 253-256.

Published

2016-06-30

How to Cite

Lande, D., Dodonov, V., & Kovalenko, T. (2016). Corporate system of network information resources monitoring based on multi-agent approach. Information Technology and Security, 4(1), 5–12. https://doi.org/10.20535/2411-1031.2016.4.1.95881

Issue

Section

INFORMATION TECHNOLOGY