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Temporal Graph Analysis using Gradoop

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2019

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Gesellschaft für Informatik, Bonn

Zusammenfassung

The temporal analysis of evolving graphs is an important requirement in many domains but hardly supported in current graph database and graph processing systems. We therefore have started with extending Gradoop for temporal graph analysis by adding time properties to vertices, edges and graphs and using them within graph operators. We outline these extensions and show their use in a bibliographic scenario to analyze temporal citation patterns.

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Rost, Christopher; Thor, Andreas; Rahm, Erhard (2019): Temporal Graph Analysis using Gradoop. BTW 2019 – Workshopband. DOI: 10.18420/btw2019-ws-11. Gesellschaft für Informatik, Bonn. PISSN: 1617-5468. ISBN: 978-3-88579-684-8. pp. 109-118. Workshop on Big (and Small) Data in Science and Humanities (BigDS 2019). Rostock. 4.-8. März 2019

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