在科学映射中实现多重存在. 一个致敬LoetLeydesdorff
Ismael Rafols1,2,3
1INGENIO (CSIC-UPV), Universitat Politècnica de València, València, Spain.
Scientometrics
|August 25, 2025
概括
这项研究回顾了科学绘图技术,强调了当前方法的挑战. 它建议使用量身定制的实体学来更一致和更有用地表示科学知识.
科学领域:
- 图书统计学
- 科学和技术研究 (STS)
- 信息科学
背景情况:
- 罗埃特·莱德斯多夫对科学绘图的重要贡献的回顾.
- 科学地图的演变,从期刊地图到全球科学地图和交互界面.
- 对现有的科学绘图方法及其关于认识结构的固有假设的批评.
研究的目的:
- 批判性地评估当前科学绘图方法的挑战.
- 提出一种新的科学绘制方法,使用具有单一逻辑基础的本体学.
- 探索机器学习和语言模型的潜力,以创建定制的,以问题为导向的本体.
主要方法:
- 对现有的科学绘图文献和方法进行批判性审查.
- 对案例研究进行分析,以发现分类中的概念不一致.
- 以统一逻辑为基础的科学映射的概念论证.
主要成果:
- 目前的自下而上的算法方法 (引用和语义) 在分类方面缺乏概念一致性.
- 现有的分类混合了各种各样的元素,如方法,材料,物体和理论,没有单一的逻辑.
- 提出的基于本体论的方法为实现更连贯,更有用的科学地图提供了途径.
结论:
- 科学映射从基于单一,一致的逻辑的本体学中获益, 根据分析需求量身定制.
- 机器学习和语言模型显示出开发这些专业化的,以问题驱动的本体学的前景.
- 采用统一的逻辑结构增强了科学映射的表示效用.
相关概念视频
Confocal Fluorescence Microscopy
16.0K
Confocal microscopy is an advanced microscopic technique. The prime advantage of the confocal microscope over other microscopy techniques is its ability to block the out-of-focus light from the illuminated samples using pinholes. It is widely used with fluorescence optics to obtain high-resolution, sharp contrast images. Unlike optical microscopes, confocal microscopes use a focused beam of light laser to scan the entire sample surface at different z-planes. These microscopes are, therefore,...
16.0K
Super-resolution Fluorescence Microscopy
12.3K
Super-resolution fluorescence microscopy (SRFM) provides a better resolution than conventional fluorescence microscopy by reducing the point spread function (PSF). PSF is the light intensity distribution from a point that causes it to appear blurred. Due to PSF, each fluorescing point appears bigger than its actual size, and it is the PSF interference of nearby fluorophores that causes the blurred image. Various approaches to achieving higher resolution through SRFM have recently been...
12.3K
Atomic Absorption Spectroscopy: Radiation and Light Sources
1.6K
Atomic absorption spectroscopy (AAS) relies on the Beer-Lambert law, which requires that the radiation source emits a narrow range of wavelengths to match the absorption characteristics of the analyte atom. The primary criteria for choosing an appropriate radiation source in AAS is to provide a precise and intense emission at specific wavelengths that will allow accurate detection of the analyte.
Two common narrow-range 'line' sources used in AAS are hollow-cathode lamps (HCLs) and...
Two common narrow-range 'line' sources used in AAS are hollow-cathode lamps (HCLs) and...
1.6K


