Data Science, Social/Semantic Network Analysis, Social Media
학력
(Ph.D.) 뉴욕주립대 커뮤니케이션 박사.
약력/경력
대한민국 공군장교(인터넷을 이용한 공보담당)
미국 하와이대 교수(2007-2012)
DGIST 교수(2013-2014)
성균관대 교수 & 전 인터랙션사이언스학과장
현 BK21 4단계 사업단장// 인간AI인터랙션융합전공 학과장(대학원)// 글로벌융합학부장
학술지 논문
(2024)
Decoding Bitcoin: leveraging macro-and micro-factors in time series analysis for price prediction.
PEERJ COMPUTER SCIENCE.
10,
e2314
(2024)
Do you have AI dependency? The roles of academic self-efficacy, academic stress, and performance expectations on problematic AI usage behavior.
INTERNATIONAL JOURNAL OF EDUCATIONAL TECHNOLOGY IN HIGHER EDUCATION.
21,
34
(2024)
Beyond learning with cold machine: interpersonal communication skills as anthropomorphic cue of AI instructor.
INTERNATIONAL JOURNAL OF EDUCATIONAL TECHNOLOGY IN HIGHER EDUCATION.
21,
27
(2024)
Analyzing behavioral intentions toward Generative Artificial Intelligence: the case of ChatGPT.
UNIVERSAL ACCESS IN THE INFORMATION SOCIETY.
1,
11
(2024)
Investigating the knowledge structure of research on massively multiplayer online role-playing games: A bibliometric analysis.
Data and Information Management.
8,
1
(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,
1
(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 (MMORPGs).
INTERNET RESEARCH.
34,
1
(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,
11
(2023)
The effects of popularity metrics in news comments on the formation of public opinion: Evidence from an internet portal site.
SOCIAL SCIENCE JOURNAL.
60,
2
(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,
10
(2023)
Predicting Bitcoin Trends Through Machine Learning Using Sentiment Analysis with Technical Indicators.
COMPUTER SYSTEMS SCIENCE AND ENGINEERING.
46,
2
(2022)
A Structural Topic Model for Exploring User Satisfaction with Mobile Payments.
CMC-COMPUTERS MATERIALS & CONTINUA.
73,
2
(2022)
Predicting User Satisfaction of Mobile Healthcare Services Using Machine Learning: Confronting the COVID-19 Pandemic.
JOURNAL OF ORGANIZATIONAL AND END USER COMPUTING.
34,
6
(2022)
Examining Crisis Communication Using Semantic Network and Sentiment Analysis: A Case Study on NetEase Games.
FRONTIERS IN PSYCHOLOGY.
13,
단행본
(2023)
문과생을 위한 인공지능 입문 (Fundamentals in Artificial Intelligence for Everyone).
에이콘.
주저자
(2019)
AI기반 융합교육: 현재와 미래.
성균관대출판부.
주저자
(2019)
데이터기반 디지털 사회과학: 교육과 연구사례.
성균관대출판부.
주저자
(2019)
디지털PR 이론과 실제.
한울아카데미.
공동
(2016)
커뮤니케이션학의 확장 - 경계에서 미디어 읽기.
나남.
공동
수상/공훈
세계인터넷전문가협회(Association of Internet Researchers) 선출직 이사
ASIALICS
WATEF
INSNA
한국인터넷정보학회
학술회의논문
(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.
미국
(2021)
The Impact of Ethical Issues on Public Understanding of Artificial Intelligence.
International Conference on Human-Computer Interaction.
미국
(2021)
A Cluster Analysis of Lotte Young Plaza Using Semantic Network Analysis Method.
International Conference on Ubiquitous Information Management and Communication.
대한민국
(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.
대한민국
(2020)
4차산업혁명 시대 오픈이노베이션 네트워크 분석.
한국인터넷정보학회 춘계학술대회.
대한민국
(2020)
의미 연결망 분석을 통한 국내외 의료인공지능 연구동향 분석.
한국인터넷정보학회 춘계학술대회.
대한민국
(2019)
Seoul through the lens of big data: What people think.
Asia Association of Learning Innovation, and Co-evolution Studies.
대한민국
(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).
대한민국
(2019)
How depressive disorder patients perceive and treat the depression: Semantic network analysis of patients-centered data.
XXXIX Sunbelt Social Networks Conference.
캐나다
(2019)
How online platform influences on people's reviews: A case study of Amazon.com and Airbnb.com.
XXXIX Sunbelt Social Networks Conference.
캐나다
(2019)
A Social and Semantic Network Analysis of Future: Comparing Korean and Western Perception of Future.
XXXIX Sunbelt Social Networks Conference.
캐나다
(2019)
A Semantic and Social Structure of Platform Business.
Proceedings of the 5th ACM Workshop on Mobile Systems for Computational Social Science .
대한민국
(2018)
가상 비서와 스마트 스피커에 대한 인식과 기대: 의미 연결망 분석과 감성분석을 중심으로.
한국정보통신학회 추계종합학술대회 proceeding.
대한민국
(2018)
의미연결망 분석을 활용한 영화리뷰 시각화.
한국정보통신학회 추계종합학술대회.
대한민국
(2018)
Are voice assistants coming to us now?: Semantic network analysis and sentiment analysis of user
perception.
International Sunbelt Social Network Conference.
네덜란드
(2018)
In the era of chatbot, voice assistant, and AI speakers: Analyzing human-machine conversation with semantic networks.
International Sunbelt Social Network Conference.
네덜란드
(2018)
A semantic network analysis and topic modeling of movie reviews: Focusing on Korean
movie Market.
International Sunbelt Social Network Conference.
네덜란드
(2018)
Examining Risk Communication of Samsung by Analysing Customer Reaction on Social Media : From Galaxy Note 7 Explosion to Galaxy S8 Relase.
Computer Science and Information Technology (8th International Conference on Computer Science, Engineering and Applications).
오스트레일리아
(2017)
한국데이터사이언스학회 초청세션 좌장.
한국복잡계학회 초청세션 좌장.
대한민국
(2017)
2017 가을 한국아시아혁신학회 세미나.
2017 가을 한국아시아혁신학회 세미나.
대한민국
발전기금
