| 基于爬虫和统计技术的智能科研辅助系统 |
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| 引用本文： | 隆征帆,杨 柳,,张 星.基于爬虫和统计技术的智能科研辅助系统[J].南京师范大学学报,2022,0(1):039-45. |
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| 作者姓名： | 隆征帆 杨 柳 张 星 |
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| 作者单位： | (1.湘潭大学数学与计算科学学院,湖南 湘潭 411105)(2.湘潭大学科学工程计算与数值仿真湖南省重点实验室,湖南 湘潭 411105) |
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| 摘 要： | 设计了一种宏观与微观相结合的文献分析基本框架. 首先,基于统计学的平均思想提出了一种文献质量指标评价体系. 然后,基于爬虫和统计技术并借助于 Python 编程语言丰富而强大的标准库和第三方库,构建并编程实现了一个能完成文献自动收集和分析的智能科研辅助系统. 实验结果表明,用户输入检索条件后,系统能自动收集中国知网上相关文献信息并快速有效地向用户呈现一份图文并茂的文献分析报告.
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| 关 键 词： | 科研辅助系统 Python 爬虫 文献收集和分析 指标评价体系 |
Intelligent Research Support System Based onCrawler and Statistical Technology |
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| Long Zhengfan,Yang Liu,' target="_blank" rel="external">,Zhang Xing.Intelligent Research Support System Based onCrawler and Statistical Technology[J].Journal of Nanjing Nor Univ: Eng and Technol,2022,0(1):039-45. |
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| Authors: | Long Zhengfan Yang Liu " target="_blank">' target="_blank" rel="external"> Zhang Xing |
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| Affiliation: | (1.School of Mathematics and Computational Science,Xiangtan University,Xiangtan 411105,China)(2.Hunan Key Laboratory for Computation and Simulation in Science and Engineering,Xiangtan University,Xiangtan 411105,China) |
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| Abstract: | This paper designs a basic framework of literature analysis which combines macro-analysis and micro-analysis. Firstly,it puts forward a literature quality index evaluation system based on the average idea of statistics. Based on crawler and statistical technology and with the help of rich and powerful standard library and third party library of Python programming language,an intelligent research support system which can automatically collect and analyze documents is constructed and programmed. After the user enters the search conditions in the graphical user interface provided by the system,the system will automatically collect the relevant literature information on CNKI,and quickly and effectively present a literature analysis report with both pictures and texts to the user. |
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| Keywords: | research support system Python crawler literature collection and analysis index evaluation system |
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