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The Impact of Indirect Connections: The Case of Food Security Problem

Ch. 7. P. 80–90.
Natalia Meshcheryakova

We propose a family of new measures for edge importance estimation. We focus on weighted directed networks where weights indicate the intensity of connections between nodes. We reward edges that increase node-tonode influence compared to direct connections between them. This approach allows to reveal hidden channels of the influence in networks. We apply the proposed model to food export/import networks in order to elucidate the most important trading relations. We compare the results with edge-betweenness centrality and investigate the interdependence between edge importance and centrality measures of corresponding source and sink nodes. The results are provided in dynamic.

Language: English
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Keywords: edge importancefood security networkindirect influence
Publication based on the results of:
A study of models of decision-making and analysis of complex structured data (2019)

In book

Studies in Computational Intelligence
Studies in Computational Intelligence
* 2. Vol. 813: Complex Networks and Their Applications VII. , Springer, 2019.
Similar publications
New Centrality Measures in Networks: How to Take into Account the Parameters of the Nodes and Group Influence of Nodes to Nodes
Aleskerov F. T., Швыдун С. В., Meshcheryakova N., CRC Press, 2022.
Over the last number of years there has been a growing interest in the analysis of complex networks which describe a wide range of real-world systems in nature and society. Identification of the central elements in such networks is one of the key research areas. Solutions to this problem are important for making strategic decisions ...
Added: November 12, 2021
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