Foundations and Modeling of Dynamic Networks Using Dynamic Graph Neural Networks: A Survey

Dynamic networks are used in a wide range of fields, including social network analysis, recommender systems and epidemiology. Representing complex networks as structures changing over time allow network models to leverage not only structural but also temporal patterns. However, as dynamic network li...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE access 2021, Vol.9, p.79143-79168
Hauptverfasser:	Skarding, Joakim, Gabrys, Bogdan, Musial, Katarzyna
Format:	Artikel
Sprache:	eng
Schlagworte:	Context modeling Dynamic network models Epidemiology Graph neural networks Heuristic algorithms link prediction Network analysis Neural networks Predictive models Recommender systems Social networks Task analysis Taxonomy temporal networks Terminology
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!