维度API:用于科学测量研究的域特定语言
Adam Kövári1,2, Michele Pasin1, Alexander Meduna2
1Digital Science, London, United Kingdom.
Frontiers in research metrics and analytics
|October 17, 2025
概括
维度搜索语言 (DSL) 简化了文献和科学测量分析. 这种强大的工具使研究人员能够轻松查询和分析研究数据,用于诸如H指数计算和引用网络生成等任务.
科学领域:
- 图书统计学 图书统计学
- 科学测量公司的科学测量.
- 信息科学 信息科学 信息科学
背景情况:
- 文献和科学测量分析的传统方法可能是复杂和分散的.
- 现有的工具通常需要专门的编程知识,这阻碍了研究人员和分析师的可访问性.
- 需要一种统一且直观的查询语言来访问和分析研究数据库.
研究的目的:
- 引入维度搜索语言 (DSL) 作为一个特定领域的语言,用于文献和科学测量分析.
- 描述维度API及其核心数据模型的架构.
- 展示DSL对学术和商业环境中的研究人员和分析师的实用性.
主要方法:
- 开发一个特定领域的语言 (DSL),以适应文献计量学和科学计量学方面的研究问题.
- 将DSL集成为维度API的主要组件 (2.12.0版本).
- 基于研究人员和分析师自然表达研究查询的方式建模DSL,与REST或SOAP等标准软件范式分离.
主要成果:
- 维度搜索语言 (DSL) 为查询维度数据库提供了一个功能强大但用户友好的界面.
- DSL 允许一个单一的入口点来搜索,过和分析复杂的研究数据.
- 详细介绍了API架构,DSL功能和核心数据模型,以促进理解和采用.
结论:
- DSL显著提高了研究人员和分析师执行复杂研究分析的能力.
- 它为计算研究人员的H指数或生成出版物引用网络等任务提供了一种简单而有效的方法.
- 在DSL民主访问先进的研究分析,支持学术和商业情报.
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