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Policy Suggestions through Social Perception Analysis of Defense YouTube Channels

원문정보

초록

영어

YouTube is a platform that delivers video content on diverse topics and enables communication, making it the most utilized service for conveying knowledge and exchanging information. The Korean Army is also proactively operating official Defense YouTube channels related to the military and producing videos to promote a positive perception and instill faith in the military among the general public and soldiers. However, there is a lack of research on the current status of the content and societal perceptions of defense-related channels. To understand societal awareness, we qualitatively analyzed video content and comments. In addition, we used big data analysis methods such as keyword derivation, term frequency analysis, word cloud visualization, word association analysis, and sentiment analysis of comments based on a Korean sentiment dictionary. These analyses identify current defense channel strategies and society's awareness of these strategies and provide a foundation for improving and perfecting future video creation and operation processes.

목차

ABSTRACT
Introduction
Importance of the YouTube Platform
Status of the Defense YouTube Channel
Research Question
Related Literature
Research on YouTube Platform
Research on Korean Army's YouTube Channel
Big Data Analysis
Data Collection Procedures and Overview
Range of Data Collected and Selection Criteria
Data Crawling Methodology and Scale
Text Data Analysis Methodology
Defense YouTube Channel Analysis
Keywords Derivation, Term Frequency Analysis, and Word Cloud Visualization
Network Analysis between Keywords through Word Association Analysis
Sentiment Analysis for Individual Videos and Comments using Sentiment Dictionaries
Qualitative Analysis of Video Content and Comments
Conclusion and Future Research
Conclusion
Future Research
Acknowledgement
References

저자정보

  • Sang Yoon Cha Future Strategy and Technology Research Center, Korea Military Academy, 564 Hwarang-ro, Nowon-gu, Seoul, Korea
  • Hyunho Kim Department of Economics, Korea Military Academy, 564 Hwarang-ro, Nowon-gu, Seoul, Korea

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