International Publications*/ International Conferences**/ Domestic Conferences***/ Domestic Publications****
[2020]
[C1] Nam, W., Jung, H.S.**. (2020). Before and after COVID-19: A news analysis of Tourism via semantic network analysis. In International Conference on Internet.
[2022]
[C2] Kim, J. H., Jung, H. S.**, Park, M. H., Lee, S. H., Lee, H., Kim, Y., & Nan, D. (2022). Exploring Cultural Differences of Public Perception of Artificial Intelligence via Big Data Approach. In International Conference on Human-Computer Interaction (pp. 427-432). Springer, Cham.
[J1] Nan, D., Kim, Y., Huang, J., Jung, H. S.*, Kim, J. H. (2022). Factors affecting intention of consumers in using face recognition payment in offline markets: An acceptance model for future payment service. Frontiers in Psychology, 13, 830152. (SSCI, JCR 2021 IF= 4.232, Q1 in Psychology & Multidisciplinary)
[2023]
[C3] Lee, H., Jung, H. S.***, Lee, S. H., & Kim, J. H. (2023, April). Improvement and Discussion on ESG Evaluation Criteria through Automated Text Analysis Techniques. 2023 KSII SPRING Conference (2023년도 한국인터넷정보학회 춘계학술발표대회).
[J2] Jung, H. S.*, Lee, S. H., Lee, H., & Kim, J. H. (2023). Predicting Bitcoin Trends Through Machine Learning Using Sentiment Analysis with Technical Indicators. Computer Systems Science and Engineering. (SCIE, JCR 2021 IF=4.397, Q1 in Computer Science, Hardware & Architecture)
[J3] Sun, S., Kim, J. H., Jung, H. S.*, Kim, M., Zhao, X., & Kamphuis, P. (2023). Exploring Hype in Metaverse: Topic Modeling Analysis of Korean Twitter User Data. Systems, 11(3), 164. (SSCI, JCR 2021 IF=2.895, Q2 in Social Sciences, Interdisciplinary)
[C4] Lee, H., Jung, H. S.**, Park, H., & Kim, J. H. (Sungkyunkwan Univ., ROK), (2023, June). Revolutionizing ESG Evaluation: A Study on the Potential of Earnings Call Transcript Data. The 18th Asia Pacific International Conference on Information Science and Technology (APIC-IST 2023).
[C5] Jung, H. S.**, Lee, H., & Kim, J. H. (Sungkyunkwan Univ., ROK), (2023, June). LSTM-based Prediction of Bitcoin Prices Using Technical Indicators, Sentiment Analysis, and Google Trends. The 18th Asia Pacific International Conference on Information Science and Technology (APIC-IST 2023).
[J4] Lee, H., Jung, H. S.*, Lee, S. H., & Kim, J. H. (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), 2334-2347 (SCIE, JCR 2022 IF=1.5 in Computer Science, Information Systems)
[J5] Jung, H. S.*, Lee, H., & Kim, J. H. (2023). Unveiling Cryptocurrency Conversations: Insights from Data Mining and Unsupervised Learning across Multiple Platforms. IEEE Access. (SCIE, JCR 2022 IF=3.9, Q2 in Computer Science, Information Systems)
[2024]
[J6] Lee, H., Lee, S. H., Park, H., Kim, J. H., & Jung, H. S.* (2024). ESG2PreEM: Automated ESG Grade Assessment Framework Using Pre-Trained Ensemble Models, Heliyon, 10(4), e26404. (SCIE, JCR 2022 IF=4.0, Q2 in Multidisciplinary Sciences)
[J7] Lee, H., Jung, H. S.*, Park, H., & Kim, J. H. (2024). CORRECT? CORECT!: Classification of ESG Ratings with Earnings Call Transcript. KSII Transactions on Internet & Information Systems, 18(4), 1090-1100. (SCIE, JCR 2022 IF=1.5 in Computer Science, Information Systems)
[J8] Lee, H., Kim, J. H., & Jung, H. S.* (2024). Deep-Learning-Based Stock Market Prediction Incorporating ESG Sentiment and Technical Indicators. Scientific Reports. (SCIE, JCR 2022 IF=4.6, Q2 in Multidisciplinary Sciences)
[J9] Jung, H. S.*, Lee, H., Woo, Y. S., Baek, S. Y., & Kim, J. H. (2024) Expansive Data, Extensive Model: Investigating discussion topics around LLM through Unsupervised Machine Learning in Academic Papers and News. PLoS One. (SCIE, JCR 2022 IF=3.7, Q2 in Multidisciplinary Sciences)
[J10] Jung, H. S.*, Kim, J. H. & Lee, H. (2024) Decoding Bitcoin: Leveraging macro and micro factors in time series analysis for price prediction. PeerJ Computer Science. (SCIE, JCR 2023 IF=3.5, Q2 in COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE)
[2025]
[J11] Jung, H. S.*, Kim, J. H. & Lee, H. (2025). Refining the Prediction of User Satisfaction on Chat-based AI Applications with Unsupervised Filtering of Rating-Text Inconsistencies. Royal Society Open Science. (SCIE, JCR 2023 IF=2.9, Q1 in Multidisciplinary Sciences)
[J12] Lee, H., Kim, J. H., & Jung, H. S.* (2025). From corporate earnings calls to social impact: Exploring ESG signals in S&P 500 ESG index companies through transformer-based models. Journal of Cleaner Production, 501, 145320. (SCIE, JCR 2023 IF=9.8, Q1 (TOP 6%) in Engineering, Environmental)
[J13] Lee, H., Kim, J. H., & Jung, H. S.* (2025). ESG-KIBERT: A new paradigm in ESG evaluation using NLP and industry-specific customization. Decision Support Systems, 193, 114440. (SCIE, JCR 2023 IF=6.7, Q1 (TOP 8%) in Operations Research & Management Science)
[C6] Jung, H. S.***, Lee, H. (2025, April). 비트코인 및 ESG 코인(친환경코인) 가격 동조화 분석. 2025 KSII SPRING Conference (2025년도 한국인터넷정보학회 춘계학술발표대회).
[C7] Lee, H., Jung, H. S.***, Park, K. C. (2025, April). 인공지능 기반 유아 교육 서비스에서의 학습 패턴과 사회정서적 상호작용 분석. 2025 KSII SPRING Conference (2025년도 한국인터넷정보학회 춘계학술발표대회).
[C8] Jung, H. S.***, Lee, H., & Park, K. C. (2025, April). 유아 사회정서 발달 지원을 위한 한국어 유해 언어 데이터셋 구축 및 자동 필터링 프레임워크 제안. 2025 Korea DataScience Spring Conference (2025년도 한국데이터사이언스학회 춘계학술발표대회).
[J14] Jung, H. S.*, Lee, H., & Kim, J. H. (2025) Detecting Bitcoin Sentiment: Leveraging Language Model Applications in Sentiment Analysis for Bitcoin Price Prediction. Neural Processing Letters. (SCIE, JCR 2024 IF=2.8, Q3 in Computer Science, Artificial Intelligence)
[Accepted] Jung, H. S.*, Lee, H., & Park, K. C. (2025) Analysis of UX Elements in Educational Applications for Young Children and Implementation of ISO/IEC 25010 Framework. SAGE Open (SSCI, JCR 2024 IF=2.0, Q1 in Social Sciences, Interdisciplinary)
[Accepted] Jung, H. S.****, Lee, H., & Park, K. C. (2025) Latent Profiles and Regression-Based Analysis of Socio-Emotional Development: Evidence from Longitudinal Data and Interpretable Machine Learning (Journal of Korea Multimedia Society (한국멀티미디어학회 논문지))