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知识创新视角下全文本计量分析的应用与思考

周海晨 章成志 徐硕 毛进 巴志超 张颖怡

科技情报研究2025,Vol.7Issue(4):82-90,9.
科技情报研究2025,Vol.7Issue(4):82-90,9.DOI:10.19809/j.cnki.kjqbyj.2025.04.008

知识创新视角下全文本计量分析的应用与思考

Application and Reflection of Full-text Bibliometric from the Perspective of Knowledge Innovation:A Review of the 2024 Academic Salon on Full-text Bibliometric Analysis

周海晨 1章成志 2徐硕 3毛进 4巴志超 5张颖怡6

作者信息

  • 1. 中国科学院成都文献情报中心,成都 610299
  • 2. 南京理工大学经济管理学院,南京 210094
  • 3. 北京工业大学经济与管理学院,北京 100124
  • 4. 武汉大学信息管理学院,武汉 430072
  • 5. 南京大学数据管理创新研究中心,苏州 215163||南京大学数据智能与交叉创新实验室,南京 210023
  • 6. 苏州大学社会学院档案与电子政务系,苏州 215123
  • 折叠

摘要

Abstract

[Purpose/significance]In December 2024,the 7th Chengdu Conference on Scientometrics&Evaluation was held in Chengdu.This article was conducted to summarize the salon on Full-text Bibliometric analysis of the forum,and reveal the research status and development trends of full-text bibliometric from the perspective of knowledge in-novation,providing inspiration for future.[Method/process]The article systematically summarizes and analyzes the pre-sentations and discussions from the salon,exploring the theoretical foundation,application scenarios,and discussions of full-text bibliometric from the perspective of knowledge innovation.[Results/conclusion]Full-text Bibliometric can reveal the micro-processes and underlying mechanisms of knowledge innovation,offering new insights and methods for related research.Its applications in technological evolution and industry-academia integration,scientific data warehouse evaluation,policy text analysis and intelligent computing,as well as entity relationship extraction in aca-demic papers,demonstrate its vast potential in promoting academic research,optimizing policy-making,and driving knowledge innovation.However,the integration of full-text bibliometric analysis with large language models,open sci-ence,and research integrity presents numerous challenges.

关键词

全文本计量/知识创新/大语言模型/开放科学/科研诚信

Key words

full-text bibliometric/knowledge innovation/large language models/open science/research integrity

分类

社会科学

引用本文复制引用

周海晨,章成志,徐硕,毛进,巴志超,张颖怡..知识创新视角下全文本计量分析的应用与思考[J].科技情报研究,2025,7(4):82-90,9.

基金项目

国家自然科学基金面上项目"基于学术文献全文内容的细粒度算法实体抽取与评估研究"(编号:72074113) (编号:72074113)

科技情报研究

2096-7144

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