Ins and outs of network-oriented modeling
| Autor: | Treur, Jan |
|---|---|
| Přispěvatelé: | Computer Science, Treur, Jan |
| Jazyk: | angličtina |
| Rok vydání: | 2020 |
| Předmět: |
0303 health sciences
Interpretation (logic) Social network Scope (project management) 030306 microbiology business.industry Computer science Distributed computing Emotional contagion Temporal-causal network 03 medical and health sciences Range (mathematics) business Biological network 030304 developmental biology Network model Network-Oriented Modeling |
| Zdroj: | Network-Oriented Modeling for Adaptive Networks: Designing Higher-Order Adaptive Biological, Mental and Social Network Models, 25-55 STARTPAGE=25;ENDPAGE=55;TITLE=Network-Oriented Modeling for Adaptive Networks: Designing Higher-Order Adaptive Biological, Mental and Social Network Models Network-Oriented Modeling for Adaptive Networks: Designing Higher-Order Adaptive Biological, Mental and Social Network Models ISBN: 9783030314446 Treur, J 2020, Ins and outs of network-oriented modeling . in J Treur (ed.), Network-Oriented Modeling for Adaptive Networks: Designing Higher-Order Adaptive Biological, Mental and Social Network Models . Studies in Systems, Decision and Control, vol. 251, Springer International Publishing AG, pp. 25-55 . https://doi.org/10.1007/978-3-030-31445-3_2 |
| DOI: | 10.1007/978-3-030-31445-3_2 |
| Popis: | Network-Oriented Modeling has successfully been applied to obtain network models for a wide range of phenomena, including Biological Networks, Mental Networks, and Social Networks. In this chapter, it is discussed how the interpretation of a network as a causal network and taking into account dynamics in the form of temporal-causal networks, brings more depth. Thus main characteristics for a network structure are obtained: Connectivity in terms of the connections and their weights, Aggregation of multiple incoming connections in terms of combination functions, and Timing in terms of speed factors. The basics and the scope of applicability of such a Network-Oriented Modelling approach are discussed and illustrated. This covers, for example, Social Network models for social contagion or information diffusion, and Mental Network models for cognitive and affective processes. From the more fundamental side, it will be discussed how emerging network behavior can be related to network structure. |
| Databáze: | OpenAIRE |
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