打破破坏得分和引用数量之间的关系
Mingtang Li1, Giacomo Livan1,2, Simone Righi3
1Department of Computer Science, University College London, London, United Kingdom.
PloS one
|December 19, 2024
概括
颠覆性研究往往被引用更频繁,但高度引用的论文并不一定是颠覆性的. 这一发现为研究评估指标和学术职业提供了新的见解.
科学领域:
- 图书识别和科学识别技术
- 研究评估方法研究评估方法.
- 科学影响和干扰分析.
背景情况:
- 传统的研究评估依赖于引用数量和新性.
- 新兴的颠覆性得分为科学影响提供了不同的视角.
- 现有研究表明,引用数量与研究中断之间存在差异.
研究的目的:
- 调查破坏得分和引用数量之间的关系.
- 分析科学出版物中影响和破坏的相关性.
- 检查这些关系在个别的科学职业生涯.
主要方法:
- 从计算机科学和物理学的出版物数据的相关性分析.
- 破坏得分与引用数的比较.
- 检查作者层面的引用和破坏模式.
主要成果:
- 高度颠覆性的论文通常得到的引用量高于平均水平.
- 高度引用的论文并不总是被发现具有破坏性.
- 颠覆性工作往往在个人作者层面上得到了很好的引用,但不是相反.
结论:
- 干扰和影响是研究价值的不同维度.
- 这些发现挑战了高度引用的作品总是具有破坏性的假设.
- 结果对完善学术评估系统和理解职业发展轨迹有影响.
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