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

被引:0
|
作者
Gaza, Haifa [1 ]
Byun, Jaewook [1 ]
机构
[1] Sejong Univ, Dept Software, 209 Neungdong Ro, Seoul 05006, South Korea
基金
新加坡国家研究基金会;
关键词
Chronoweb; Temporal network; Temporal graph; Temporal information diffusion; ChronoGraph; Graph database;
D O I
10.1016/j.softx.2024.101738
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
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-theart approaches: temporal graph traversals and incremental computation. We share the additional in-depth quantitative experiments to evaluate the decisions.
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页数:6
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