Network partitioning as cooperative games with costs of links

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60076658%3A12510%2F21%3A43903507" target="_blank" >RIV/60076658:12510/21:43903507 - isvavai.cz</a>

Výsledek na webu

<a href="http://dx.doi.org/10.1109/ACIT52158.2021.9548608" target="_blank" >http://dx.doi.org/10.1109/ACIT52158.2021.9548608</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1109/ACIT52158.2021.9548608" target="_blank" >10.1109/ACIT52158.2021.9548608</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Network partitioning as cooperative games with costs of links

Popis výsledku v původním jazyce

Real networks, both social, business or informatics, and others, are evolving. It means that the composition of communities, mostly occurring in these networks, is also changing. Societies evolve and change in different ways. Also, their number in a particular network can change over time. In this paper, we discuss the identification and development of communities in a network over time. The basis of the interactions we take into account is a multiplayer game as a social dilemma played in a large network population. We assume that members interact in randomly formed coalitions. We have created a simulation model that allows us to model community building as specific coalitions. The proposed model also includes mechanisms that occur in real networks. It contains the cost of maintaining links between network members and the possibility of selecting partners for interactions primarily. It affects the dynamics of community development processes in networks. Simulation experiments show the development of communities in the network and the influence of various parameters, especially the cost of maintaining relationships between players in the network.

Název v anglickém jazyce

Network partitioning as cooperative games with costs of links

Popis výsledku anglicky

Real networks, both social, business or informatics, and others, are evolving. It means that the composition of communities, mostly occurring in these networks, is also changing. Societies evolve and change in different ways. Also, their number in a particular network can change over time. In this paper, we discuss the identification and development of communities in a network over time. The basis of the interactions we take into account is a multiplayer game as a social dilemma played in a large network population. We assume that members interact in randomly formed coalitions. We have created a simulation model that allows us to model community building as specific coalitions. The proposed model also includes mechanisms that occur in real networks. It contains the cost of maintaining links between network members and the possibility of selecting partners for interactions primarily. It affects the dynamics of community development processes in networks. Simulation experiments show the development of communities in the network and the influence of various parameters, especially the cost of maintaining relationships between players in the network.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

—

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2021

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

International Conference on Advanced Computer Information Technologies, ACIT 2021

ISBN

978-1-66541-854-6

ISSN

—

e-ISSN

—

Počet stran výsledku

4

Strana od-do

"83 "- 86

Název nakladatele

Institute of Electrical and Electronics Engineers Inc.

Místo vydání

Deggendof, Německo

Místo konání akce

Deggendof, Německo

Datum konání akce

15. 9. 2021

Typ akce podle státní příslušnosti

EUR - Evropská akce

Kód UT WoS článku

—