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About the College

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  • About the College
  • Faculty
  • School of Convergence

Faculty - School of Convergence

  • Professor Data Science, Social Network
  • KIM, JANGHYUN 홈페이지 바로가기
    Lab DSSAL:Data Science and Social Analytics Lab

Research Interest

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

  • (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