在科学评论方面,PubMed收集的精细文献数据比Web of Science:一个比较分析更多
Shuang Wang1,2, Kai Zhang3, Jian Du4,2
1Institute of Medical Technology, Peking University Health Science Center, Beijing, China.
BMJ health & care informatics
|October 12, 2024
概括
在证据评估方面,PubMed比Web of Science更好,提供更深入的网络分析和识别专业评论. 这使得PubMed成为评估科学知识和有争议的话题的宝贵资源.
科学领域:
- 图书统计学 图书统计学
- 科学传播是科学传播.
- 信息科学 信息科学
背景情况:
- 研究评论对于评估,纠正和传播科学知识至关重要.
- 确定评论数据的最佳文献来源对于有效的证据评估至关重要.
研究的目的:
- 为了比较PubMed和Web of Science (WoS) 的评论数据.
- 通过分析评论网络,评估PubMed和WoS对证据评估的适用性.
主要方法:
- 用COVID-19文献作为案例研究进行了评论-评论关系的比较分析.
- 评论网络是为PubMed和WoS构建的,以分析网络结构并比较评论特征.
- 在PubMed中使用了一种特定的算法 (CICO) 来进行专门的评论识别.
主要成果:
- 在PubMed的网络中,反循环更为深入 (WoS的六个级别与WoS的四个级别相比),这表明它们适合用于论证挖掘.
- 与WoS相比,PubMed更有效地识别了专业评论,每条评论的作者和页面较少.
- 在PubMed的评论论文显示了比WoS更高的引用率,更强烈的情绪和明显更高的争议率.
结论:
- 由于网络深度和评论识别准确度,PubMed与WoS相比,在证据评估方面表现出卓越的能力.
- PubMed是检测有争议的科学问题和评估评论作品影响的宝贵资源.
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