在科学领域的合作和话题切换
Sara Venturini1, Satyaki Sikdar2, Francesco Rinaldi1
1Department of Mathematics "Tullio Levi-Civita", University of Padova, 35121, Padua, Italy.
Scientific reports
|January 13, 2024
概括
科学家 科学家 科学家
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.
- 科学社会学科学社会学
背景情况:
- 科学合作通过汇集各种专业知识来推动创新.
- 合作模式为未来的研究轨迹提供了洞察力.
- 了解学者行为对于科学进步至关重要.
研究的目的:
- 调查科学合作与主题切换之间的关系.
- 确定合作者的数量和特征如何影响研究方向的变化.
- 分析选择和社会影响在科学主题进化中的相互作用.
主要方法:
- 分析出版数据以追踪协作网络.
- 统计建模以量化合作者对主题转换的影响.
- 检查作者生产力和引用影响作为合作动态的因素.
主要成果:
- 学者更换研究主题的可能性随着过去的合作者数量增加.
- 个别合作者对主题切换的影响是相互依存的.
- 较高的作者生产力和影响与他们的共同作者之间增加的主题切换相关.
- 增加每篇论文的平均共同作者数与主题切换概率相反,表明稀释效应.
结论:
- 合作网络是个别研究方向变化的重要预测因素.
- 合作者的特点 (例如,影响力,生产力) 在塑造未来研究方面发挥着至关重要的作用.
- 了解这些动态可以帮助促进创新和指导科学探索.
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