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The typed graph model

  • In recent years, the Graph Model has become increasingly popular, especially in the application domain of social networks. The model has been semantically augmented with properties and labels attached to the graph elements. It is difficult to ensure data quality for the properties and the data structure because the model does not need a schema. In this paper, we propose a schema bound Typed Graph Model with properties and labels. These enhancements improve not only data quality but also the quality of graph analysis. The power of this model is provided by using hyper-nodes and hyper edges, which allows to present a data structure on different abstraction levels. We demonstrate by example the superiority of this model over the property graph data model of Hidders and other prevalent data models, namely the relational, object-oriented, and XML model.

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Author of HS ReutlingenLaux, Friedrich
Editor of HS Reutlingen:Laux, Friedrich
Document Type:Conference proceeding
Publication year:2020
Tag:semantic enhancement; typed hyper-graph model
Page Number:7
First Page:13
Last Page:19
DDC classes:004 Informatik
Open access?:Ja
Licence (German):License Logo  Open Access