• Journal of the Korea Institute of Information and Communication Engineering
• /
• v.23 no.11
• /
• pp.1321-1329
• /
• 2019

With the development of social information networks, the marketing methods are also changing in various ways. Unlike successful marketing methods based on existing celebrities and financial support, Influencer-based marketing is a big trend and very famous. In this paper, we first extract influencer features from more than 54 YouTube channels using the multi-dimensional qualitative analysis based on the meta information and comment data analysis of YouTube, model representative themes to maximize a personalized video satisfaction. Plus, the purpose of this study is to provide supplementary means for the successful promotion and marketing by creating and distributing videos of new items by referring to the existing Influencer features. For that we assume all comments of various videos for each channel as each document, TF-IDF (Term Frequency and Inverse Document Frequency) and LDA (Latent Dirichlet Allocation) algorithms are applied to maximize performance of the proposed scheme. Based on the performance evaluation, we proved the proposed scheme is better than other schemes.

• Proceedings of the Korea Information Processing Society Conference
• /
• 2019.05a
• /
• pp.672-674
• /
• 2019

SNS를 사용하는 것에 익숙한 Z세대가 소비의 주체가 됨에 따라 기업 안에서 SNS를 이용한 인플루언서 마케팅의 비중이 급증하고 있다. 하지만, 마케팅의 주체가 되는 인플루언서를 결정하는 방식이 체계화되지 못하였고 기업 내에서의 휴리스틱한 판단에 의존하고 있다. 따라서 본 논문에서는 성공적인 마케팅을 위해 기존의 전통적인 방식에 의거한 의사결정 조건 및 유의미한 상관관계의 분석과 더 나아가 판매하고자 하는 상품 및 서비스의 적합한 인플루언서를 추천하는 인플루언서 기반 실시간 마케팅 솔루션을 제안한다.

• Journal of the Korea Convergence Society
• /
• v.13 no.4
• /
• pp.163-170
• /
• 2022

The purpose of this study is to examine the research trend on social media influencers in Korea. To this end, a total of 178 papers on social media influencers were analyzed from 2009 to 2021 among the academic papers registered in the Korean Academic Citation Index. As a result, the early social media influencer research, which was limited to only a few fields such as fashion, beauty, and communication, has expanded to various ones as time passed and achieved quantitative growth. The proportion of empirical studies has been on the rise in recent years, and studies that applied qualitative research methodologies have shown a tendency to decrease. The proportion of research focusing on specific media platforms and influencer types gets lower, although both the characteristics of social media platforms and the attitudes of each influencer are very diverse. This study has academic significance in that it is the first empirical study to investigate the current status of the social media influencer research in Korea.