Personal profile
In Korean
Education
o (2005) M.S., KAIST, Korea
o (2003) B.S., Kyungpook National University, Korea
Professional Experience
o (2005 ~ 2017) Senior Researcher, Korea Institute of Science and Technology Information
o (2011-2012) Software Engineering Intern, Teradata Corporation, CA, USA
Research Interests
Major Research Achievements
o Supervised Relation Extraction Between Suicide-Related Entities and Drugs: Development and Usability Study of an Annotated PubMed Corpus, Journal of Medical Internet Research, 2023
o A Comprehensive Analysis of COVID-19 Vaccine Discourse by Vaccine Brand on Korean Twitter: Topic and Sentiment Analysis, Journal of Medical Internet Research, 2023
o A Comprehensive Empirical Study of Query Performance Across GPU DBMSes, Proceedings of the ACM on Measurement and Analysis of Computing Systems, 2022
oHave Query Optimizers Hit the Wall?, The VLDB Journal, 2022
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Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Collaborations and top research areas from the last five years
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ForumSeeker: Fusion Retrieval of Online Technical Forums for Effective Troubleshooting
Kim, Y., Ruan, Y., Suh, Y.-K., Wang, L. & Tak, B., 2026, Fundamental Approaches to Software Engineering - 29th International Conference, FASE 2026, Held as Part of the International Joint Conferences on Theory and Practice of Software, ETAPS 2026, Proceedings. Albert, E. & Pasareanu, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 234-255 22 p. (Lecture Notes in Computer Science; vol. 16504 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Hierarchical Topic Modeling Analysis of Twitter Data on COVID-19 Vaccines
Seo, H., Joo, H. & Suh, Y. K., 8 Oct 2025, 2024 Research in Adaptive and Convergent Systems - Proceedings of the 2024 International Conference on Research in Adaptive and Convergent Systems, RACS 2024. Association for Computing Machinery, Inc, p. 150-153 4 p. (2024 Research in Adaptive and Convergent Systems - Proceedings of the 2024 International Conference on Research in Adaptive and Convergent Systems, RACS 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Resource Provisioning Framework with Adaptive Task Distribution for Edge Devices
Jang, Y., Kwon, S., Choi, I., Nam, D., Tak, B. & Suh, Y. K., 2025, Proceedings of IEEE/IFIP Network Operations and Management Symposium 2025, NOMS 2025. Zuckerman, D., Ulema, M., Limam, N., Kim, Y.-T., Granville, L. Z. & Fulber-Garcia, V. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings of IEEE/IFIP Network Operations and Management Symposium 2025, NOMS 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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FINECITE: A Novel Approach For Fine-Grained Citation Context Analysis
Jantsch, L., Koh, D. J., Yoon, S., Lee, J., Lauscher, A. & Suh, Y. K., 2025, Findings of the Association for Computational Linguistics: ACL 2025. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Association for Computational Linguistics (ACL), p. 24525-24542 18 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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HARIN: A Novel Metric for Hierarchical Topic Model Assessment
Seo, H., Joo, H., Tak, B. & Suh, Y. K., 14 May 2025, 40th Annual ACM Symposium on Applied Computing, SAC 2025. Association for Computing Machinery, p. 1907-1916 10 p. (Proceedings of the ACM Symposium on Applied Computing).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Scopus citations