Analysis of Research Trends in Journal of Korean Society for Quality Management by Text Mining Processing

Sangbok Ree
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引用次数: 2

Abstract

Purpose: The purpose of this study is to analyze the trend of quality research by analyzing the entire JKSQM(Journal of the Korean Society for Quality Management). Methods: This study is to analyze the frequency of words used in the abstract of the all JKSQM by applying the text mining processing. We use wordcrowd among text mining techniques. Results: 22 words of high frequency were presented in the abstract of the paper published in the JKSQM for 42 years. The frequency of words was shown on a 10 year basis, and the four important words were plotted on a change graph for each Vol. Frequent words of each Vol. are added in the appendix. Conclusion: The main research results are as follows. First, there has been no significant change in research trends over the last 40 years. Second, the early SQC words have been widely used, and since 1990, many words such as service-oriented words have been used, indicating a change in the times. Third, the use of the words of the 4th industrial revolution since 2010 is weak. In the above analysis, the trend of quality research in Korea is within the quality category and can be considered conservative. Now, it is expected that everything will be changed in the period of the 4th Industrial Revolution, and it is time to study the direction of quality in Korea.
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基于文本挖掘处理的韩国质量管理学会会刊研究趋势分析
目的:本研究的目的是通过分析整个JKSQM(韩国质量管理学会杂志)来分析质量研究的趋势。方法:采用文本挖掘的方法,对所有JKSQM的摘要进行词频分析。我们在文本挖掘技术中使用wordcrowd。结果:在JKSQM发表的42年的论文摘要中出现了22个高频词。单词的频率以10年为单位显示,并将四个重要单词绘制在每卷的变化图上。附录中添加了每卷的频繁单词。结论:主要研究结果如下:首先,在过去的40年里,研究趋势没有明显的变化。第二,早期SQC词汇被广泛使用,自1990年以来,服务导向词汇等许多词汇被使用,表明了时代的变化。第三,2010年以后,“第四次产业革命”一词的使用率较低。在上述分析中,韩国的质量研究趋势属于质量范畴,可以认为是保守的。现在,在第四次产业革命时期,一切都将发生变化,现在是研究韩国质量方向的时候了。
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