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OldVisOnline: 策划一个历史可视化数据集
IEEE transactions on visualization and computer graphics
|October 24, 2023
概括
这项研究介绍了OldVisOnline,这是一个由13,000个历史可视化的大型数据集. 这个资源通过整合分散的数字文物来帮助可视化和历史研究.
科学领域:
- 数字人文学科 数字人文学科
- 信息可视化 信息可视化
- 历史研究 历史研究
背景情况:
- 数字化努力使历史可视化在线可访问.
- 现有的历史可视化在各种数字图书馆中分散,阻碍了研究.
- 缺乏专门的,大规模的数字收藏,用于历史可视化.
研究的目的:
- 策划历史可视化的第一个大规模数据集.
- 开发一个访问和与此数据集交互的系统.
- 探索可视化和历史的新研究途径.
主要方法:
- 策划了来自七个数字图书馆的13,000张历史可视化图像的数据集.
- 开发了一个用于抓取和处理异质元数据的工作流.
- 实施了一种半自动标签方法来识别可视化.
- 构建了OldVisOnline系统,用于浏览和标签.
主要成果:
- 建立了一个全面的历史可视化数据集.
- 创建了一个功能系统 (OldVisOnline) 来访问和交互数据集.
- 证明了大规模历史可视化数据策划的可行性.
结论:
- 精心策划的数据集和OldVisOnline系统为可视化和历史研究提供了宝贵的资源.
- 数据集使新的研究机会成为可能,包括对历史可视化的文本批评.
- 提供了关于未来数据集增强和扩展的建议.
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