원문정보
초록
영어
In the face of recent digital and digital transformation, companies and industries are trying to be agile to adapt and respond to change. Agile paradigm is spreading beyond the boundaries of existing applications such as IT-related projects and software development. In this regard, this study, we analyzed the diffusion of agile paradigm by text mining abstracts of research papers from 2001 to 2019. In addition, we discussed agile transformation in the Fourth Industrial Revolution. Through this study, we confirmed that we are studying agile transformation in various fields such as business environment, corporate organizational culture, manufacturing industry, and supply chain. The results of this study will contribute to understanding the meaning and role of agile as a basic paradigm for digital transformation in the Fourth Industrial Revolution.
목차
1. INTRODUCTION
2. RELATED WORKS
2.1 Agile methodology, agile paradigm, and agile transformation
2.2 Machine learning based text mining
3. RESEARCH METHODS
3.1 Data collection
3.2 Data preprocessing
3.3 Machine learning based text mining
3.4 Normalized topic frequency
4. RESULTS AND DISCUSSION
4.1 Results of topic analysis on agile
4.2 Agile topic frequency trend
5. CONCLUSION
REFERENCE