调解相似性:参考行为信息理论原则
Qun Zhao1, Menghui Yang2,3, Guojian Xian1
1Agricultural Information Institute, Chinese Academy of Agricultural Sciences, Beijing 100012, China.
Entropy (Basel, Switzerland)
|November 26, 2025
概括
期刊战略性地选择参考文献以创建高效的信息路径,这一原则被称为调解相似性. 这样可以优化科学领域的知识整合和创新.
科学领域:
- 图书统计学 图书统计学
- 信息科学 信息科学 信息科学
- 网络科学 网络科学
背景情况:
- 信息理论量化了知识组合,但科学中的参考选择原则未得到充分研究.
- 期刊引用网络提供了一个大规模的数据源来调查科学沟通策略.
研究的目的:
- 在科学引用中引入和经验验证"中介相似性"原则.
- 分析期刊如何使用参考列表作为信息传播的战略认知桥梁.
- 探索这个引用原则的机制和普遍性.
主要方法:
- 对大型期刊引用网络的分析.
- 信息理论测量和计算实验的应用.
- 扰动实验用于测试参考选择机制.
主要成果:
- 调解相似性原则是普遍适用的,它表明通过引用调解的路径比直接路径更有效.
- 参考选择涉及一个双重机制:协同优化和"满足"以平衡理想路径与实际约束.
- 期刊的参考组合不是随机的,而是战略性的策划组合.
结论:
- 科学中的参考行为是导航认知景观的战略过程.
- 期刊选择性地整理参考文献,以增强整合能力和创新潜力.
- 这项研究将科学引用重新定义为知识发现和整合的关键因素.
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