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Formalization of the alternatives ranking method for group decision making in social networks
A. A. Gaidamakaa, N. V. Chukhnoa, O. V. Chukhnoa, K. E. Samouylovab, S. Ya. Shorginb a Peoples’ Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya Str., Moscow 117198, Russian
Federation
b 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 expansion and accessibility of Internet technology has allowed a new look at social
networks. A few decades ago, this online service was more entertaining in nature. However, today,
with increasing transmission rates and the possibility of real-time communication, social networks,
on which platform a poll or vote can be easily organized, become a powerful mechanism for
achieving consensus in decision making process. The paper offers an overview of the
known models of
group decision making (GDM) and a formal description of the decision-making algorithm
developed on the basis of the overview taking into account a large amount of data in a social
network. A feature of the algorithm is the ability for an expert to choose a limited subset of
interest from a huge number of alternatives, as well as taking into account network scaling in terms
of the number of experts involved in the GDM process. The method of
extrapolating the values of the estimates for network scaling is proposed.
A numerical case for an
illustration of the algorithm is developed and presented.
Keywords:
group decision making, social network analysis, fuzzy logic, LTS.
Received: 01.07.2019
Citation:
A. A. Gaidamaka, N. V. Chukhno, O. V. Chukhno, K. E. Samouylov, S. Ya. Shorgin, “Formalization of the alternatives ranking method for group decision making in social networks”, Inform. Primen., 13:3 (2019), 63–71
Linking options:
https://www.mathnet.ru/eng/ia611 https://www.mathnet.ru/eng/ia/v13/i3/p63
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Abstract page: | 236 | Full-text PDF : | 106 | References: | 20 |
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