Projects per year
Personal profile
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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Collaborations and top research areas from the last five years
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Projects
- 6 Finished
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社交媒體文件分類之少樣本學習
Koh, J.-L. (PI)
2024/08/01 → 2025/09/30
Project: Government Ministry › Ministry of Science and Technology
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產品評論摘要生成技術之研究
Koh, J.-L. (PI)
2022/08/01 → 2023/07/31
Project: Government Ministry › Ministry of Science and Technology
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結合使用者評論之產品面向推薦內文生成技術
Koh, J.-L. (PI)
2021/08/01 → 2022/07/31
Project: Government Ministry › Ministry of Science and Technology
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基於使用者評論意見之可解釋性產品推薦
Koh, J.-L. (PI)
2020/08/01 → 2021/10/31
Project: Government Ministry › Ministry of Science and Technology
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以深度學習方法進行事實問題產生之研究
Koh, J.-L. (PI)
2019/08/01 → 2020/10/31
Project: Government Ministry › Ministry of Science and Technology
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Improving Prompt-Based Learning Framework for Mental Health Aspect Detection from Social Media
Koh, J. L., Huang, H. T. & Lien, Y. J., 2026, Database and Expert Systems Applications - 36th International Conference, DEXA 2025, Proceedings. Wrembel, R., Kotsis, G., Khalil, I. & Tjoa, A. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 245-259 15 p. (Lecture Notes in Computer Science; vol. 16046 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A Meta-learning Approach for Category-Aware Sequential Recommendation on POIs
Koh, J. L., Wen, P. J. & Lai, W., 2025, Database Systems for Advanced Applications. DASFAA 2024 International Workshops - BDMS, GDMA, BDQM and ERDSE, 2024, Proceedings. Morishima, A., Li, G., Ishikawa, Y., Amer-Yahia, S., Jagadish, H. V. & Lu, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 163-177 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14667 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Category-Aware Sequential Recommendation with Time Intervals of Purchases
Koh, J. L. & Chen, C. W., 2024, Database and Expert Systems Applications - 35th International Conference, DEXA 2024, Proceedings. Strauss, C., Amagasa, T., Manco, G., Kotsis, G., Khalil, I. & Tjoa, A. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 249-257 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14910 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Multimodal depression detection on instagram considering time interval of posts
Chiu, C. Y., Lane, H. Y., Koh, J. L. & Chen, A. L. P., 2021 Feb, In: Journal of Intelligent Information Systems. 56, 1, p. 25-47 23 p.Research output: Contribution to journal › Article › peer-review
75 Citations (Scopus) -
Keyword extraction and structuralization of medical reports
Wu, P. H., Yu, A., Tsai, C. W., Koh, J. L., Kuo, C. C. & Chen, A. L. P., 2020 Dec 1, In: Health Information Science and Systems. 8, 1, 18.Research output: Contribution to journal › Article › peer-review
Open Access11 Citations (Scopus)