图书情报工作2024,Vol.68Issue(19) :40-53.DOI:10.13266/j.issn.0252-3116.2024.19.004

中医药领域科技文献临床应用价值评价方法研究

Research on the Evaluation Method of Clinical Application Value of Scientific and Technological Literature in the Field of Traditional Chinese Medicine

范萌 常志军
图书情报工作2024,Vol.68Issue(19) :40-53.DOI:10.13266/j.issn.0252-3116.2024.19.004

中医药领域科技文献临床应用价值评价方法研究

Research on the Evaluation Method of Clinical Application Value of Scientific and Technological Literature in the Field of Traditional Chinese Medicine

范萌 1常志军1
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作者信息

  • 1. 中国科学院文献情报中心 北京 100190;中国科学院大学经济与管理学院信息资源管理系 北京 100190
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摘要

[目的/意义]为解决当前我国中医药领域科技文献在临床应用价值评价方面标准不统一、评价指标不完善的问题,构建一套临床应用价值评价体系,并设计中医药领域科技文献的评价系统,以帮助科研人员筛选高质量文献,推动临床研究的进展.[方法/过程]基于文献规范性、计量学特征、中医药领域特点和临床实践指南,构建评价指标体系.通过德尔菲法和层次分析法对指标进行优化并确定权重.结合规则与深度学习方法识别指标,通过加权求和获得文献临床应用价值分值.最后,选取10篇相关文献测试系统有效性和可行性.[结果/结论]实验结果表明,系统输出的得分能够较好地反映文献的临床应用价值,该评价系统具有科学性和有效性.

Abstract

[Purpose/Significance]This study aims to solve the problems of inconsistent standards and incomplete evaluation indicators of scientific and technological documents in the current Traditional Chinese medicine field in China.This article has established a clinical application value evaluation system,and has de-signed an evaluation system for scientific and technological documents in the field of Chinese medicine to help researchers screen high-quality literature and promote the progress of clinical research.[Method/Process]Based on the standardization of literature,the characteristics of measurement,the characteristics of traditional Chinese medicine,and the clinical practice guide,the evaluation indicator system was established.The Delphi method and Analytic Hierarchy Process(AHP)were employed to optimize the indicators and determine their respec-tive weights.Indicators were identified by combining rule-based methods and deep learning.The value score of the clinical literature was obtained through weighted summation.Finally,10 relevant articles were selected to test the effectiveness and feasibility of the system.[Result/Conclusion]The experimental results show that the scores generated by the system can reflect the clinical application value of the literature,the evaluation system is scientific and effective.

关键词

中医药/文献质量/评价体系/信息抽取/文本分类

Key words

traditional Chinese medicine/literature quality/evaluation system/information extraction/text classification

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基金项目

国家社会科学基金项目(21BTQ106)

出版年

2024
图书情报工作
中国科学院文献情报中心

图书情报工作

CSTPCDCSSCICHSSCD北大核心
影响因子:2.203
ISSN:0252-3116
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