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A. Amor-Amoros, P. Federico, S. Miksch:
"TimeGraph: a data management framework for Visual Analytics of large multivariate time-oriented networks";
Poster: IEEE Visualization, Paris, France; 2014-11-08 - 2014-11-14; in: "Poster Proceedings of the IEEE Visualization Conference 2014", (2014).

Large multivariate time-oriented networks have been gaining an increasing relevance in different domains. In order to support Visual Analytics processes on this kind of data, appropriate storage and retrieval methods are needed that take into account the scale, dimensionality, and in particular the complex nature of time. We introduce TimeGraph, a data management framework consisting of a data model and two levels of abstraction. TimeGraph captures both the topology of networks and the inherent structure of time into a property graph data structure, and transparently handles them by graph-based operations. TimeGraph aims to be an expressive, easy-to-use and extensible framework, enabling data reduction by selection and aggregation over both the temporal and the topological properties of data, to foster interactive visualization and analysis.

http://publik.tuwien.ac.at/files/PubDat_230114.pdf

Project Head Silvia Miksch:
CVAST: Centre for Visual Analytics Science and Technology (Laura Bassi Centre of Expertise)

Project Head Silvia Miksch:
EXploratory Visualization of PAtent Network Dynamics