Dahye Jeong

About

M.Sc./Ph.D. Student@Applied Artificial Intelligence

Hi, I'm Dahye Jeong, a M.Sc./Ph.D. student in Data eXperince Lab at Sungkyunwan University, advised by Eunil Park.

My research interests lie in user data analysis and multi-modal deep learning. I mainly focus on building machine learning model from human-centered perspectives, which reflect human needs and further address societal problems.

jungdahye3427@gmail.com / Google Scholar

Publication

[Online first/in press/accepted]

Back, S., Son, G., Jeong, D., Park, E., & Woo, S. S. (accepted). Preserving Old Memories in Vivid Detail: Human-Interactive Photo Restoration Framework. In Proceedings of the 33rd ACM International Conference on Information & Knowledge Management (CIKM '24).
Jeong, D., Choi, E., Ahn, H., Martinez-Martin, E., Park, E.*, & del Pobil, A. P. (accepted). Multi-modal Authentication Model for Occluded Faces in a Challenging Environment. IEEE Transactions on Emerging Topics in Computational Intelligence (SCIE, JCR 2022 IF=5.3, Q2 in Computer Science, Artificial Intelligence).

[2024]

Cho, M., Jeong, D., & Park, E.* (2024). AMPS: Predicting Popularity of Short-Form Videos Using Multi-Modal Attention Mechanisms in Social Media Marketing Environments. Journal of Retailing and Consumer Services, 78, 103778 (SSCI, JCR 2022 IF=10.4, Q1 in Business).
Kim, E., Cha, J., Jeong, D., & Park, E.* (2024). Artwork Recommendations based on User Preferences: Integrating Clustering Analysis with Visual Features. ACM Journal on Computing and Cultural Heritage, 17(3), 38 (A&HCI).
Choi, E. B., Kim, J., Jeong, D., Park, E.*, & del Pobil, A. P. (2024). Detecting agro: Korean Trolling and Click-baiting Behavior in Online Environments. Journal of Information Science (SCIE, JCR 2020 IF=3.282, Q1 in Computer Science, Information Systems).

[2023]

Jeong, D., Ahn, H., Park, E.*, Han, J., & Pack, S. (2023). Exploring the current development of 6G: A bibliometric analysis (6G 이동통신 기술 동향 분석 연구: SCOPUS DB 논문을 중심으로). In Proceedings of the 33rd Joint Conference on Communications and Information (JCCI '23, Korean, pp. 332-333).
Jeong, D., Hwang, S., Kim, J., Yu, H., & Park, E.* (2023). Public perspective on renewable and other energy resources: Evidence from social media big data and sentiment analysis. Energy Strategy Reviews (SCIE, JCR 2022 IF=8.2, Q1 in Energy & Fuels)

[2022]

Jeong, D., Yu, H., Cha, J., Kim, S., Ahn, H., Chi, Y., Lee, G., Noh, M., & Park, E.* (2022). A Study on Building Ground Penetrating Radar Data and Artificial Intelligence-based Cavity Detection (지표 투과 레이더 탐사 데이터 구축과 인공지능 기반 지하 공동 탐지에 대한 연구). In Proceedings of Korea Software Congress 2022 (KSC '22, Korean, pp. 300-302).

Jeong, D., Oh, S., & Park, E.* (2022). DemoHash: Hashtag Recommendation based on User Demographic Information. Expert Systems With Applications, 210, 118375 (SCIE, JCR 2021 IF=8.665, Q1 in Engineering, Electrical & Electronic).
- Lee, S., Jeong, D., & Park, E.* (2022). MultiEmo: multi-task framework for emoji prediction. Knowledge-Based Systems, 242, 108437 (SCIE, JCR 2020 IF=8.038, Q1 in Computer Science, Artificial Intelligence).
- Jeong, D., Kim, J., Choi, D., & Park, E.* (2022). Social networking services as new venue for public perceptions of energy issues: the case of Paris agreement. Energy Strategy Reviews, 39, 100758 (SCIE, JCR 2021 IF=6.425, Q2 in Energy & Fuels).
- Jeong, D., Han, J., Park, E*., Choi, E. B., & Pack, S. (2022). 5G and User Experience: A Bibliometric Approach. In Proceedings of the International Conference on Consumer Electronics (ICCE '22, 2 pages), IEEE.
- Jeong, D., Lee, M., & Park, E.* (2022). Antecedents of consumer adoption of over-the-top services in South Korea. International Journal on Media Management.

[2021]

Shin, S., Jeong, D., & Park, E.* (2021). Effects of conflicts on outcomes: The case of multiplayer online games. Entertainment Computing, 38, 100407 (SCIE, JCR 2020 IF=1.455).

[2020]

Kim, J., Jeong, D., Choi, D. & Park, E.* (2020). Exploring public perceptions of renewable energy: Evidence from a word network model in social network services. Energy Strategy Reviews, 32, 100552 (SCIE, JCR 2020 IF=6.425, Q2 in Energy & Fuels).

[2019]

정다혜, & 김장원. (2019). 이미지와 해시태그를 이용한 인스타그램의 감정 분석 연구. 한국정보기술학회논문지, 17(9), 123-131.

[2018]

정다혜, 김세빈, 정초롱, & 김장원. (2018, November). 인스타그램에서 해시태그와 이미지를 활용한 감정 분석 방법. In Proceedings of KIIT Conference (pp. 302-304).

[2017]

문선예, 권대철, 정다혜, 유석영, 정승현, & 정동원. (2017). 실내 환경 개선을 위한 아두이노와 라즈베리 파이 기반의 창문 자동제어 시스템 구현. 한국정보처리학회 학술대회논문집, 24(2), 1231-1234.

Project

[2022.6-2024.5] (Principle investigator: Jeong, Dahye) Multi-dimensional User Authentication System based on Multimodal Deep Learning Approaches, Research Subsidies for Ph.D. Candidates (박사과정생연구장려금지원), NRF.
[2023.02-2023.07] 독립운동가 및 참전용사 얼굴 복원 프로젝트 w/ Dash Lab., 대한민국 보훈처
[2022.7-2022.12] (Co-investigator) 3D Ground Penetration Radar Data, National Information Society Agency.
[2021.6-2024.2] (Co-investigator) Study on Self-Driving B5G Networks towards Federated Private-5G, The Basic Research Laboratory Program (기초연구실), NRF.

Experience

[Research]

[2021.09-2022.03] National Supported dispatched Students in Lobotic Intelligence Lab, University Jaume-I, Spain
[2017.03-2019.12] Research Intern in Ambient Machine Intelligence Lab, Kunsan National University, Korea

[Teaching Assistant]