• Journal of the Korea Institute of Information and Communication Engineering
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• v.25 no.1
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• pp.1-7
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• 2021

Investor mood from social media is gaining increasing attention for leading a price movement in stock market. Based on the behavioral finance theory, this study argues that sentiment extracted from social media using big data technique can predict a real-time (short-run) price momentum in Chinese stock market. Collecting Sina Weibo posts that related to COVID-19 using keyword method, a daily influential weighted sentiment factors is extracted from the sizable raw data of over 2 millions of posts. We examine one supervised and 4 unsupervised sentiment analysis model, and use the best performed word-frequency and BiLSTM mdoel. The test result shows a similar movement between stock price change and sentiment factor. It indicates that public mood extracted from social media can in some extent represent the investors' sentiment and make a difference in stock market fluctuation when people are concentrating on a special events that can cause effect on the stock market.

• 한국벤처창업학회:학술대회논문집
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• 2023.04a
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• pp.157-162
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• 2023

소셜벤처는 하나의 조직 안에 경제적, 사회적 가치라는 두 가지 미션을 동시에 추구해야하며 이를 하이브리드 조직이라 한다. 소셜벤처의 사회적 가치는 기상정한 사회적 대상이 그 수혜자이고, 경제적 가치는 소셜벤처의 투자자가 수혜 대상이 된다. 두 가지 가치를 실현하기 위한 기업 활동의 중첩 정도는 소셜벤처 기업 조직마다 다르게 나타난다. 소셜벤처에서 사회적 가치를 추구하기 위한 활동에서 경제적 가치도 함께 창출된다면 비교적 적은 노력으로 두 가치를 달성할 수 있을 것이고, 두 가지 가치를 위한 활동을 각각 전개해야하는 비즈니스 모델이라면 사회적 가치를 위한 기업 활동 중의 일부 또는 전부가 기업의 경제적 가치를 창출해내지 못하는 활동이 될 수 있다. 본 연구는 두 가치의 중첩에 따른 비즈니스모델의 세 가지 유형에 대한 선행 연구를 재고하고, 유형별 선호도를 독립변수로 지정, 각 유형별 투자 의도를 알아보고자한다. 특히 소셜벤처에 대한 긍정적 정서가 투자의도에 매개효과로써 영향이 있을 것이라는 가설 아래, 소셜벤처의 투자 생태계에서 긍정적 정서에 대한 중요성을 밝히고자 한다.

• The Journal of the Korea Contents Association
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• v.20 no.10
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• pp.615-629
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• 2020

Conducting Focus Group Interview (FGI), this study examined the roles and discourses of cryptocurrency's online communities and media (legacy media and YouTube), and based on this, the study proposed the direction of cryptocurrency policy. By reviewing previous literature, this study analyzed the characteristics of investors, the online community, and YouTube, which is an investment environment factor. The study figured out the purpose of use and role of the community via interviews with cryptocurrency professional investors and online community members and analyzed main discussion themes of the five top-ranked YouTube channels related to cryptocurrency with the highest number of subscribers. The results suggested that cryptocurrency's investment was led by those who are in their 20s and 30s, the investors preferred and trusted information on new media than legacy media. The online community played the role of emotional homogeneity and empathy, and YouTube mainly performed the informational role. As a result of discourse analysis and interviews, this study argued that the legal stability of cryptocurrency's policy and protection of individual investors are needed. This study's significance indicates that it used various research methods such as literature research, interviews, content analysis of community/YouTube to analyze the informational role and emotional aspects of new media and suggested policy direction of the digital new deal blockchain technology and the fairness of financial industry.