基于研究水平的单篇学术论文创新力评价研究——以碳纳米管材料领域为例

发布时间：2018-05-18 12:02

本文选题：学术论文 + 单篇学术论文　；参考：《情报理论与实践》2017年09期

【摘要】：[目的/意义]创新是学术论文的本质要求,如何有效评价学术论文的创新力一直以来备受国内外专家和学者关注。随着信息技术的发展,利用计算机技术从论文内容角度对单篇学术论文的创新力进行评价逐步成为可能。[方法/过程]文章提出了一种基于研究水平的单篇学术论文创新力评价方法。该方法首先利用规则抽取技术从论文中抽取具有研究水平信息的句子;然后,构建正则表达式从具有研究水平信息的句子中精确抽取出能够代表单篇学术论文研究水平的数值信息;最后,通过对比分析抽取出的研究水平数值信息进而判断学术论文的创新力。[结果/结论]通过对碳纳米管研究领域的实证研究证明,该方法能够有效、迅速和准确地从论文内容角度对单篇学术论文的创新力进行评价。
[Abstract]:Objective / meaning innovation is the essential requirement of academic papers. How to evaluate the innovation ability of academic papers has been paid much attention by experts and scholars at home and abroad. With the development of information technology, it is possible to use computer technology to evaluate the innovation ability of a single academic paper from the point of view of paper content. Method / process this paper presents a method for evaluating the innovation ability of a single academic paper based on the level of research. The method firstly uses rule extraction technology to extract sentences with research level information from the paper, and then, Construct the regular expression to extract the numerical information from the sentence with research level information accurately which can represent the research level of a single academic paper. Finally, The innovation ability of academic papers is judged by comparing and analyzing the numerical information of research level. [results / conclusion] empirical research on carbon nanotubes shows that this method is effective, rapid and accurate in evaluating the innovation of a single academic paper from the point of view of the content of the paper.
【作者单位】：南开大学商学院信息资源管理系;山东理工大学图书馆;
【基金】：国家社会科学基金重大项目“我国网络社会治理研究”的阶段性成果,项目编号:14ZDA063
【分类号】：G353.1

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