Chronoweb: An open-source platform for analyzing temporal information diffusion on the web

Analyzing information diffusion on temporal networks provides invaluable insights into how information spreads throughout a network over time, such as cryptocurrency money flow and virus propagation. Chronoweb is an open-source web information system that analyzes temporal information diffusion. The...

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Veröffentlicht in:SoftwareX 2024-05, Vol.26, p.101738, Article 101738
Hauptverfasser: Gaza, Haifa, Byun, Jaewook
Format: Artikel
Sprache:eng
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Zusammenfassung:Analyzing information diffusion on temporal networks provides invaluable insights into how information spreads throughout a network over time, such as cryptocurrency money flow and virus propagation. Chronoweb is an open-source web information system that analyzes temporal information diffusion. The proposed system embraces existing analytical approaches with a unified RESTful web service. The paper presents the system architecture and its architectural decisions to resolve the challenges of embracing the state-of-the-art approaches: temporal graph traversals and incremental computation. We share the additional in-depth quantitative experiments to evaluate the decisions.
ISSN:2352-7110
2352-7110
DOI:10.1016/j.softx.2024.101738