信息资源管理学报 ›› 2025, Vol. 15 ›› Issue (4): 144-156.doi: 10.13365/j.jirm.2025.04.144

• 研究论文 • 上一篇    下一篇

知识单元重组视角下的学术论文创新性评价研究

常霞 魏绪秋 张以迪 李泽涵   

  1. 山东理工大学信息管理学院,淄博,255000
  • 出版日期:2025-07-26 发布日期:2025-08-31
  • 作者简介:常霞,硕士研究生,研究方向为信息计量、科学评价与数据挖掘;魏绪秋(通讯作者),博士,副教授,硕士研究生导师,研究方向为信息计量、科学评价与数据挖掘,Email:weixuqiu@163.com;张以迪,硕士研究生,研究方向为信息计量、科学评价与数据挖掘;李泽涵,硕士研究生,研究方向为信息计量、科学评价与数据挖掘。
  • 基金资助:
    本文系国家社科基金青年项目“基于文本挖掘的学术论文创新性识别研究”(21CTQ022)的研究成果之一。

Research on Innovative Evaluation of Academic Papers Based on Reorganized Content of Knowledge Units

Chang Xia Wei Xuqiu Zhang Yidi Li Zehan   

  1. School of Information Management, Shandong University of Technology, Zibo, 255000
  • Online:2025-07-26 Published:2025-08-31
  • About author:Chang Xia, master candidate, with research interests in infometrics, scientific evaluation and data mining; Wei Xuqiu (corresponding author), PhD, associate professor, master supervisor, with research interests in infometrics, scientific evaluation and data mining, Email: weixuqiu@163.com; Zhang Yidi, master candidate, with research interests in infometrics, scientific evaluation and data mining; Li Zehan, master candidate, with research interests in infometrics, scientific evaluation and data mining.
  • Supported by:
    This article is supported by the National Social Science Foundation of China as one of the research outcomes of the youth project "Research on Text Mining-based Recognition of Innovation in Academic Papers"(21CTQ022).

摘要: 学术论文作为科技创新成果之一,准确评价其创新性有助于激发科研人员创新活力,正确引导科研方向,提升科研成果质量。创新性知识单元是评价学术论文创新性的基础,本研究从知识单元突破性重组与渐进性重组视角,将知识单元组合划分为“新知识单元-新知识单元”“新知识单元-旧知识单元”“旧知识单元-旧知识单元”新组合的三种组合类型,基于三种知识单元组合类型和知识单元组合涌现度四个方面构建学术论文创新性评价模型。以数字人文领域为例进行实证研究,结果表明本研究方法能够有效识别新颖性知识单元组合,基于知识单元重组视角筛选出的学术论文在研究方法与研究内容上均具有较高的创新性。

关键词: 学术评价, 创新性评价, 知识单元重组, 突破性重组, 渐进性重组

Abstract: As one of the scientific and technological innovation achievements, an accurate evaluation of the innovation of academic papers is helpful to stimulate the innovation vitality of researchers, guide the direction of scientific research correctly, and improve the quality of scientific research achievements. Innovative knowledge units are the basis for evaluating the innovation of academic papers. Based on the perspective of breakthrough reorganization and progressive reorganization of knowledge units, this study divides the combination of knowledge units into three types: “new knowledge unit-new knowledge unit”, “new knowledge unit-old knowledge unit” and “old knowledge unit-old knowledge unit”. Secondly, based on three types of knowledge unit combination and four aspects of knowledge unit combination emergence, the innovative evaluation model of academic papers is constructed. Taking the field of digital humanities as an example, the empirical research shows that the method can effectively identify the novel knowledge unit combination; the academic papers selected from the perspective of knowledge unit reorganization are highly innovative in terms of research methods and research content.

Key words: Academic evaluation, Innovative evaluation, Knowledge unit reorganization, Breakthrough reorganization, Incremental reorganization

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