计算机科学
透视图(图形)
内容分析
过程(计算)
评价方法
意义(存在)
语义学(计算机科学)
内容(测量理论)
科学文献
情报检索
人工智能
心理学
数学
工程类
数学分析
社会科学
古生物学
社会学
可靠性工程
心理治疗师
生物
程序设计语言
操作系统
作者
Bingke Zhu,Su Ran,Fanfan Zhu,Bingbing Xie,Jingxin Chen
标识
DOI:10.1109/icikm56948.2022.00015
摘要
[Purpose/meaning] Literature evaluation is a hot topic in academic and industrial circles. Traditional literature evaluation methods cannot meet the growing demand for literature evaluation, and it is not necessary to explore new methods of literature evaluation. [Method/Process] Firstly, the traditional literature evaluation methods are sorted out. On this basis, the literature evaluation method based on content analysis is proposed. Then the index system of literature content evaluation is designed in detail. Finally, the content is proposed by combining NLP technology and ML technology. Analytical literature evaluation process. [Results/Conclusions] From the perspective of the content and semantics of the literature, the literature evaluation method based on content analysis is a new perspective of scientific research evaluation. It is expected to solve the problem that traditional literature evaluation cannot be evaluated from the perspective of the literature itself, avoiding the traditional evaluation. Subjectivity, man-made manipulation and other drawbacks.
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