Brief Bio

Select Publications

Teaching

現職 Employment

Professor, Department of Management Information Systems, National Chiayi University, Taiwan

國立嘉義大學資訊管理學系 教授

學歷 Education

PhD, National Sun Yat-sen, Taiwan

國立中山大學資訊管理學系博士

經歷 Work Experience

• Associate Professor, Department of Management Information Systems, National Chiayi University, Taiwan

國立嘉義大學資訊管理學系 副教授

• Visiting Scholar, University of Florida, U.S.A. (2016-2017)

美國佛羅里達大學訪問學者

• Assistant Professor, Department of Management Information Systems, National Chiayi University, Taiwan

國立嘉義大學資訊管理學系 助理教授

• Visiting Scholar, University of Utah, U.S.A. (2002-2003)

美國猶他大學訪問學者

研究興趣 Research Interests

• Text and Data Mining

文字與資料探勘

• Recommender Systems

推薦系統

• Business Intelligence

商業智慧

• Health Informatics

醫療資訊學

1. Y.H. Lee*, P. Hu, H. Zhu, and H.W. Chen, “Discovering event episodes from sequences of online news articles: A time-adjoining frequent itemset-based clustering method,” Information and Management (I&M), Vol. 57, No. 7, October 2020, Article 103348. (SSCI)

2. T.H. Chu, Y.H. Lee*, C.H. Chen, “社群媒體中訊息設計與社群結構對消費者行為之影響：以資料探勘方法分析LINE@為例,” Journal of e-Business (電子商務學報), Vol. 22, No. 2, 2020. (TSSCI)

3. Y.H. Lee*, C.P. Wei, P. Hu, T.H. Cheng, and C.W., Lan “Small Clues Tell: A Collaborative Expansion Approach for Effective Content-Based Recommendations,” Journal of Organizational Computing and Electronic Commerce (JOCEC), Vol. 30, No. 2, June 2020, pp. 111-128. (SCI)

4. Y.C. Ku, Y.H. Lee*, and C.Y. Lin, “Use of Implicit User Feedback to Support Semantics-based Personalized Document Recommendation (應用隱性回饋機制支援語意基礎之個人化文件推薦),” NTU Management Review (台大管理論叢), Vol. 28, No. 3, 2018, pp. 83-106. (TSSCI)

5. Y.H. Lee*, C.H. Lai, and J.L. Cai, “A Prediction Model for Head and Neck Cancer Patient Complicated with Aspiration Pneumonia (以健保資料庫建構頭頸癌併發吸入性肺炎高風險病患之預測模式),” Journal of Information Management (資訊管理學報), Vol. 24, No. 3, 2017, pp. 341-367. (TSSCI)

6. Y.H. Hu, Y.H. Lee*, and J.H. Lin, “Combining Social Tagging and Reference Content for Personalized Academic Document Recommendation (結合社會性標籤及文獻內容於個人化學術文章推薦),” Journal of Information Management (資訊管理學報), Vol. 22, No. 2, 2015, pp. 171-198. (TSSCI)

7. Y.H. Lee, P. Hu, and C.Y. Tu, “Ontology-Based Mapping for Automated Document Management: A Concept-Based Technique for Word Mismatch and Ambiguity Problems in Document Clustering,” ACM Transactions on Management Information Systems, Vol. 6, No. 1, March 2015, Article 4. (EI)

8. C.P. Wei, Y.H. Lee, Y.S. Chiang, C.T. Chen, and C. Yang, “Exploiting Temporal Characteristics of Features for Effectively Discovering Event Episodes from News Corpora,” Journal of the Association for Information Science and Technology (JASIST), Vol. 65, No. 3, March 2014, pp. 621-634. (SSCI and SCI)

9. Y.H. Lee, P. Hu, T.H. Cheng, T.C. Huang, and W.Y. Chuang, “A preclustering-based ensemble learning technique for acute appendicitis diagnoses,” Artificial Intelligence in Medicine (AIIM), Vol. 58, No. 2, June 2013, pp. 115-124. (SCI)

10. Y.H. Lee, P. Hu, T.H. Cheng, and Y.F. Hsieh, “A Cost-Sensitive Technique for Positive-Example Learning Supporting Content-Based Product Recommendations in B-to-C E-Commerce,” Decision Support Systems (DSS), Vol. 53, No. 1, April 2012, pp. 245-256. (SCI)

11. Y.H. Lee, C. Wei, T.H. Cheng, and C.T. Yang, “Nearest-neighbor-based Approach to Time-series Classification,” Decision Support Systems (DSS), Vol. 53, No. 1, April 2012, pp. 207-217. (SCI)

12. Y.H. Lee, C.S. Yang, and G.Y. Liau, “A Social-Tag-Based Query Expansion Approach for Supporting Video Retrieval in Video Sharing Websites (以社會性標籤為基礎的擴充搜尋技術支援影音分享網站中之影片檢索),” Journal of Information Management (資訊管理學報), Vol. 19, No. 3, July 2012, pp. 533-565. (TSSCI)

13. Y.H. Lee, C. Wei, and P. Hu, “An Ontology-based Technique for Preserving User Preferences in Document Category Evolutions,” Journal of the American Society for Information Science and Technology (JASIST), Vol. 62, No. 3, 2011, pp. 507-520. (SSCI and SCI)

14. C. Wei, P. Hu, and Y. H. Lee*, “Preserving User Preferences in Automated Document-Category Management: An Evolution-Based Approach,” Journal of Management Information Systems (JMIS), Vol. 25, No. 4, 2009, pp. 109-143. (SSCI and SCI)