Data Science, Social/Semantic Network Analysis, Social Media
Education
Ph.D., Communication. State University of New York at Buffalo
Journal Articles
(2023)
Teammate Familiarity in Distributed Computer-Supported Collaborative Learning: The Mediating Role of Social Presence.
INTERNATIONAL REVIEW OF RESEARCH IN OPEN AND DISTRIBUTED LEARNING.
24,
4
(2023)
Comparing Social Media and News Articles on Climate Change: Different Viewpoints Revealed.
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS.
17,
11
(2023)
Unveiling Cryptocurrency Conversations: Insights From Data Mining and Unsupervised Learning Across Multiple Platforms.
IEEE ACCESS.
11,
(2023)
Beyond Avatar Coolness: Exploring the Effects of Avatar Attributes on Continuance Intention to Play Massively Multiplayer Online Role-Playing Games.
INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION.
(2023)
Impact of ByteDance crisis communication strategies on different social media users.
HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS.
10,
729
(2023)
Robust Sentiment Classification of Metaverse Services Using a Pre-trained Language Model with Soft Voting.
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS.
17,
9
(2023)
Exploring the association between the Proteus effect and intention to play massive multiplayer online role-playing games.
INTERNET RESEARCH.
1,
1
(2023)
CBOE Volatility Index Forecasting under COVID-19: An Integrated BiLSTM-ARIMA-GARCH Model.
COMPUTER SYSTEMS SCIENCE AND ENGINEERING.
47,
1
(2023)
A Soft Power Challenge, or an Opportunity? A Big Data Analysis on Chinese Soft Power during COVID-19 Pandemic.
FOREIGN POLICY ANALYSIS.
19,
3
(2023)
ESG Discourse Analysis Through BERTopic: Comparing News Articles and Academic Papers.
CMC-COMPUTERS MATERIALS & CONTINUA.
75,
3
(2023)
Effect of chatbot-assisted language learning: A meta-analysis.
EDUCATION AND INFORMATION TECHNOLOGIES.
28,
(2023)
Exploring Hype in Metaverse: Topic Modeling Analysis of Korean Twitter User Data.
SYSTEMS.
11,
3
(2023)
I know my teammates: the role of Group Member Familiarity in Computer-Supported and face-to-face collaborative learning.
EDUCATION AND INFORMATION TECHNOLOGIES.
28,
(2023)
How does online social interaction promote students’ continuous learning intentions?.
FRONTIERS IN PSYCHOLOGY.
14,
(2023)
Predicting bitcoin trends through machine learning using sentiment analysis with technical indicators.
COMPUTER SYSTEMS SCIENCE AND ENGINEERING.
46,
2
(2023)
Bibliometric study on environmental, social, and governance research using CiteSpace.
FRONTIERS IN ENVIRONMENTAL SCIENCE.
10,
(2022)
How public health agencies communicate with the public on TikTok under the normalization of COVID-19: A case of 2022 Shanghai's outbreak.
FRONTIERS IN PUBLIC HEALTH.
10,
(2022)
MOOCs as a Research Agenda: Changes Over Time.
INTERNATIONAL REVIEW OF RESEARCH IN OPEN AND DISTRIBUTED LEARNING.
23,
4
(2022)
News big data analysis of international start-up innovation discourses through topic modelling and network analysis: comparing East Asia and North America.
ASIAN JOURNAL OF TECHNOLOGY INNOVATION.
(2022)
Will coolness factors predict user satisfaction and loyalty? Evidence from an artificial neural network-structural equation model approach.
INFORMATION PROCESSING & MANAGEMENT.
59,
6
Publications
(2023)
문과생을 위한 인공지능 입문 (Fundamentals in Artificial Intelligence for Everyone).
에이콘.
Lead author
(2019)
AI기반 융합교육: 현재와 미래.
성균관대출판부.
Lead author
(2019)
데이터기반 디지털 사회과학: 교육과 연구사례.
성균관대출판부.
Lead author
(2019)
디지털PR 이론과 실제.
한울아카데미.
Co-author
(2016)
커뮤니케이션학의 확장 - 경계에서 미디어 읽기.
나남.
Co-author
Conference Paper
(2023)
A bibliometric analysis of Metaverse research using VOSviewer.
2023 17th International Conference on Ubiquitous Information Management and Communication (IMCOM).
KOREA, REPUBLIC OF
(2023)
Risk Management and Innovation: Analytical Mapping of Risk Management in Innovation Using CiteSpace.
2023 17th International Conference on Ubiquitous Information Management and Communication (IMCOM).
KOREA, REPUBLIC OF
(2022)
Exploring Cultural Differences of Public Perception of Artificial Intelligence via Big Data Approach.
International Conference on Human-Computer Interaction.
SWITZERLAND
(2022)
Exploring User Experience of "Animal Crossing" via Semantic Network Approach.
International Conference on Ubiquitous Information Management and Communication (IMCOM).
KOREA, REPUBLIC OF
(2022)
RECP from the Perspective of Chinese Mainlanders and Taiwanese Netizens: A Comparative Semantic Network Analysis.
International Conference on Ubiquitous Information Management and Communication (IMCOM).
KOREA, REPUBLIC OF
(2022)
Relationship between Hashtags Usage and Reach Rate in Instagram.
International Conference on Ubiquitous Information Management and Communication (IMCOM).
KOREA, REPUBLIC OF
(2021)
A Comparative Analysis of Attention to FacialRecognition Payment Between China and SouthKorea: A News Analysis Using Latent DirichletAllocation.
International Conference on Human-Computer Interaction.
UNITED STATES
(2021)
The Impact of Ethical Issues on Public Understanding of Artificial Intelligence.
International Conference on Human-Computer Interaction.
UNITED STATES
(2021)
A Cluster Analysis of Lotte Young Plaza Using Semantic Network Analysis Method.
International Conference on Ubiquitous Information Management and Communication.
KOREA, REPUBLIC OF
(2020)
From What People Say to What City Governments Do: A Data Science Approach to Voice of Citizens in Seoul.
Asia Pacific International Conference on Information Science & Technology.
KOREA, REPUBLIC OF
(2020)
4차산업혁명 시대 오픈이노베이션 네트워크 분석.
한국인터넷정보학회 춘계학술대회.
KOREA, REPUBLIC OF
(2020)
의미 연결망 분석을 통한 국내외 의료인공지능 연구동향 분석.
한국인터넷정보학회 춘계학술대회.
KOREA, REPUBLIC OF
(2019)
Seoul through the lens of big data: What people think.
Asia Association of Learning Innovation, and Co-evolution Studies.
KOREA, REPUBLIC OF
(2019)
“Your Voices Have Been Heard”: Moving Toward Smart City by Innovating the Way of Processing Civil Complaints.
ASIALICS(Asia Association of Learning Innovation, and Co-evolution Studies).
KOREA, REPUBLIC OF
(2019)
How depressive disorder patients perceive and treat the depression: Semantic network analysis of patients-centered data.
XXXIX Sunbelt Social Networks Conference.
CANADA
(2019)
How online platform influences on people's reviews: A case study of Amazon.com and Airbnb.com.
XXXIX Sunbelt Social Networks Conference.
CANADA
(2019)
A Social and Semantic Network Analysis of Future: Comparing Korean and Western Perception of Future.
XXXIX Sunbelt Social Networks Conference.
CANADA
(2019)
A Semantic and Social Structure of Platform Business.
Proceedings of the 5th ACM Workshop on Mobile Systems for Computational Social Science .
KOREA, REPUBLIC OF
(2018)
가상 비서와 스마트 스피커에 대한 인식과 기대: 의미 연결망 분석과 감성분석을 중심으로.
한국정보통신학회 추계종합학술대회 proceeding.
KOREA, REPUBLIC OF
(2018)
의미연결망 분석을 활용한 영화리뷰 시각화.
한국정보통신학회 추계종합학술대회.
KOREA, REPUBLIC OF