瑞士铁路网:一个空间嵌入的铁路网络数据集的四个表示
Martin Sterchi1, Emily Raubach2,3, Lorenz Hilfiker1,4
1School of Business, University of Applied Sciences and Arts Northwestern Switzerland FHNW, Riggenbachstrasse 16, 4600 Olten, Switzerland.
Data in brief
|December 9, 2025
概括
本研究介绍了瑞士铁路系统的四个网络表示,详细介绍了火车站之间的空间和时间连接. 这些数据集对网络科学研究有价值,包括基础设施和机器学习应用.
科学领域:
- 网络科学 网络科学
- 空间网络 空间网络是指空间网络.
- 时间网络是时间网络.
背景情况:
- 公共交通网络对于流行病建模,基础设施优化和机器学习至关重要.
- 瑞士的铁路网络是一个复杂的空间网络,受到地理特征的影响.
研究的目的:
- 引入瑞士铁路系统的四个不同的网络表示.
- 为网络科学研究提供来自开放数据源的验证数据集.
主要方法:
- 从瑞士公共交通开放数据源收集数据.
- 数据处理和手动验证.
- 开发四种网络表示:直接连接,不间断连接,相邻站和时间连接.
主要成果:
- 创建了瑞士铁路系统的四个独特的网络代表.
- 节点代表地理上嵌入的火车站.
- 边缘根据连接类型 (直接,不间断,相邻) 和时间属性而有所不同.
结论:
- 提出的瑞士铁路网络数据集为网络科学研究提供了多样化的视角.
- 这些表示方便了流行病建模和基础设施优化等领域的研究.
- 包含空间和时间数据提高了复杂网络分析的实用性.
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