Collaborative systems, as complex systems, consist of a large number of interacting components. Complex system analysis is a well-established field of research that has been applied to a wide range of domains, including social networks, biological and metabolic structures, transportation systems, and software systems. In this paper, we show that many complex systems can and should be modeled as hypergraphs. This is an emerging trend and we believe that it is a promising direction for future research. We aim to analyze the reasons behind this trend and elucidate the advantages of using hypergraphs in complex system analysis.
The Emergence of Hypergraphs in Complex System Analysis / P. Boldi - In: 2023 IEEE 9th International Conference on Collaboration and Internet Computing (CIC)[s.l] : IEEE, 2023. - ISBN 979-8-3503-3912-3. - pp. 1-8 (( Intervento presentato al 8. convegno International Conference on Collaboration and Internet Computing tenutosi a Atlanta nel 2023 [10.1109/CIC58953.2023].
The Emergence of Hypergraphs in Complex System Analysis
P. Boldi
2023
Abstract
Collaborative systems, as complex systems, consist of a large number of interacting components. Complex system analysis is a well-established field of research that has been applied to a wide range of domains, including social networks, biological and metabolic structures, transportation systems, and software systems. In this paper, we show that many complex systems can and should be modeled as hypergraphs. This is an emerging trend and we believe that it is a promising direction for future research. We aim to analyze the reasons behind this trend and elucidate the advantages of using hypergraphs in complex system analysis.File | Dimensione | Formato | |
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