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논문검색

Analysis of Crisis Leadership Research Trends Using Text Mining : Focusing on Business Administration

원문정보

초록

영어

This study was to analyze research trends in the field of business administration by applying text mining techniques. In particular, the 2008 global financial crisis caused many management difficulties for companies. It was intended to consider how these events were reflected in research trends. This study performed 'frequency analysis', 'TF-IDF analysis', and 'topic analysis' among the text mining techniques. First, before and after the global crisis, "management" and "leadership" were ranked top tier. Also 'leadership' and 'management' belonged to the top tier in the total period. Second, the most noticeable word was 'safety' before 2008. And 'integration' is the top priority after 2008. Thus, it was found that the business administration field dealt with 'integration' and 'decision making' meaningfully after 2008. Third, we found a paper that corresponds to the gamma value by topics. Key words explain these papers well. In this way, the meaning of extracted words was analyzed by applying text mining techniques, and research trends in the field of business administration were examined through this. In addition, words that appear important and words with special meanings were analyzed by comparing around 2008.

목차

ABSTRACT
Introduction
Methodology
The Concept of Text Mining
Analysis Method Using Text Mining
Data Extraction
Results
Articles Publication Status by Year
Frequency Analysis
TF-IDF Analysis
Topic Analysis
Discussion
Conclusion
References

저자정보

  • Cheol Su Kim Department of Business Administration, Jeju National University, 102, Jejudaehak-ro, Jeju-si, Jeju-do, Korea
  • Jung Phill Shin Department of Business Administration, Jeju National University, 102, Jejudaehak-ro, Jeju-si, Jeju-do, Korea

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