| Name | Chang, Te-Min |
|---|---|
| Title | Professor |
| Research Interests | Text Mining, Information Retrieval, Machine Learning, Recommendation Mechanism, Decision Analysis |
| Office | 管(CM) 4053 |
| Phone | 4727 |
| temin@cm.nsysu.edu.tw |
| Education | 1996, Ph.D., Industrial Engineering, Purdue University 1992, Master, Industrial Engineering, Purdue University 1989, Bachelor, Industrial Engineering and Managemente, National Chiao Tung University |
|---|
| Category | Year | Title |
|---|---|---|
| Journal Article | 2023 | Lin, Sin-Jin; Chang, Te-Min; Hsu, Ming-Fu (2023). Valuing and Risk Analysis for Supply Chain Management: A Fusion Approach. JOURNAL OF GLOBAL INFORMATION MANAGEMENT, 31(1), 25. (SSCI) |
| Journal Article | 2022 | Chang, T. M., Kao, H. Y., Wu J. H., Hsiao K. W. and Chan T. F., (2022). Integrated ontology-based approach with navigation and content representation for health care website design . Computers in Human Behavior(128). (SSCI) |
| Journal Article | 2022 | Lin, Sin-Jin; Chang, Te-Min; Hsu, Ming-Fu; Yang, Min-Lang (2022). Incorporating soft information from financial news media for management decisions in dynamic business environments. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 43(4), 4947-4960. (SCIE) |
| Journal Article | 2020 | Hsu, Ming-Fu; Chang, Te-Min; Lin, Sin-Jin (2020). NEWS-BASED SOFT INFORMATION AS A CORPORATE COMPETITIVE ADVANTAGE. TECHNOLOGICAL AND ECONOMIC DEVELOPMENT OF ECONOMY, 26(1), 48-70. (SSCI) |
| Journal Article | 2019 | Lin, SJ; Chang, TM; Hsu, MF (2019). An emerging online business decision making architecture in a dynamic economic environment. Journal of Intelligent & Fuzzy Systems, 37(2), 1893-1903. (SCIE) |
| Journal Article | 2018 | Chang, TM; Hsu, MF (2018). Integration of incremental filter-wrapper selection strategy with artificial intelligence for enterprise risk management. International Journal of Machine Learning and Cybernetics, 9(3), 477-489. () |
| Journal Article | 2018 | Chang, TM; Hsu, MF; Lin, SJ (2018). Integrated news mining technique and AI-based mechanism for corporate performance forecasting. Information Sciences, 424, 273-286. () |
| Journal Article | 2016 | Chang, TM; Shih, CH; Hsu, MF (2016). Hybrid Segmentation Strategy and Multi-Agent SVMs for Corporate Risk Management in Class Imbalanced Situations. JOURNAL OF TESTING AND EVALUATION, 44(44), 1364-1375. (SSCI) |
| Journal Article | 2016 | Chang, TM; Kao, HY; Wu, JH; Su, YF (2016). Improving physicians' performance with a stroke CDSS: A cognitive fit design approach. COMPUTERS IN HUMAN BEHAVIOR, 54(54), 577-586. (SSCI) |
| Journal Article | 2014 | Chang, TM; Hsiao, WF; Chang, WL (2014). An Ordinal Regression Model with SVD Hebbian Learning for Collaborative Recommendation. JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 30(30), 387-401. (SCIE) |
| Journal Article | 2014 | Hsiao, WF; Chang, TM; Thomas, E (2014). Extracting bibliographical data for PDF documents with HMM and external resources. PROGRAM-ELECTRONIC LIBRARY AND INFORMATION SYSTEMS, 48(48), 293-313. (SSCI) |
| Journal Article | 2013 | Hsiao, Wen-Feng; Chang, Te-Min (2013). Term expansion on the categorization of summarized documents. COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 28(28), 259. (SCIE) |
| Journal Article | 2011 | 蕭文峰 (2011). A K-mixture connective-strength-based approach to automatic text summarization. International Journal of Intelligent Systems Technologies and Applications, 10(2), 111-127. (其他期刊) |
| Journal Article | 2011 | Chang,Te-Min(1);Hsiao,Wen-Feng(2) (2011). Model-based collaborative filtering to handle data reliability and ordinal data scale. Proceedings - 2011 8th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011, 3, 2065-2069. (EI) |
| Journal Article | 2010 | Hsiao, W. F., Chang, T. M. (2010). Using Web mining techniques to identify a company's external environment on the Web. Journal of e-Business (電子商務學報), 12(1), 133-154. (TSSCI) |
| Journal Article | 2010 | Chang, T. M., Hsiao, W. F. (2010). The impact of syntax and usage in the learner’s background languages on the learning of a new programming language. Journal of Information Management (資訊管理學報), 17(3), 1-18. (TSSCI) |
| Journal Article | 2010 | Chang,Te-Min(1);Hsiao,Wen-Feng(2);Wu,Cheng-Wei(1) (2010). 20111213760378Title:Incremental learning of aspect model on streaming documents. Proceeding - 5th International Conference on Computer Sciences and Convergence Information Technology, ICCIT 2010, 360-365. (EI) |
| Journal Article | 2008 | Hsiao, WF; Chang, TM (2008). An incremental cluster-based approach to spam filtering. EXPERT SYSTEMS WITH APPLICATIONS. (SCIE) |
| Journal Article | 2008 | Hsiao, WF; Lin, HH; Chang, TM (2008). Fuzzy consensus measure on verbal opinions. EXPERT SYSTEMS WITH APPLICATIONS, 836-842. (SCIE) |
| Journal Article | 2008 | Hsiao, W. F., Chang, T. M., Hu, G. H. (2008). An Incremental Cluster-based Classification Approach to Filtering Spam with Skewed Classes and Drifting Concepts. Journal of Information Management(資訊管理學報), 15(2), 27-45. (TSSCI) |
| Journal Article | 2008 | Chang, T. M., Hsiao, W. F. (2008). A Hybrid Approach to Automatic Text Summarization. Proceedings of the 8th IEEE International Conference on Computer and Information Technology. (EI) |
| Journal Article | 2008 | Hsiao,Wen-Feng(1);Lin,Hsin-Hui(2);Chang,Te-Min(2) (2008). Fuzzy consensus measure on verbal opinions. Expert Systems with Applications, 35(3), 836-842. (EI) |
| Journal Article | 2008 | Hsiao,Wen-Feng(1);Chang,Te-Min(2) (2008). An incremental cluster-based approach to spam filtering. Expert Systems with Applications, 34(3), 1599-1608. (EI) |
| Journal Article | 2008 | Chang,Te-Min;Hsiao,Wen-Feng (2008). A hybrid approach to automatic text summarization. Proceedings - 2008 IEEE 8th International Conference on Computer and Information Technology, CIT 2008, p 65-70. (EI) |
| Journal Article | 2007 | Chang, T. M., Hsiao, W. F., Lin T. H. (2007). An adaptive approach to concept extraction from searched information. Journal of e-Business(電子商務學報), 9(3), 487-514. (TSSCI) |
| Journal Article | 2007 | Hsiao, W. F., Chang, T. M., Hu, G. H. (2007). A Cluster-based Approach to Skewed Class Problem in SPAM Filtering. Proceedings of the 40th Hawaii International Conference on System Sciences. (EI) |
| Journal Article | 2005 | Sun, Y.L., Chang, T.M., and Yih, Y., (2005). A Knowledge-based Adaptive Controller for Manufacturing Cells. International Journal of Production Research. (SCIE) |
| Journal Article | 2005 | Lu, T.P., Chang, T.M., Yih, Y., (2005). An Agent-based Framework for Production Control in Supply Chains. International Journal of Production Research. (SCIE) |
| Journal Article | 2005 | Lu, TP; Chang, TM; Yih, Y[張德民[資管系]] (2005). Production control framework for supply chain management - an application in the elevator manufacturing industry. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 39, 603-618. (SCIE) |
| Journal Article | 2005 | Sun, YL; Chang, TM; Yih, Y[張德民[資管系]] (2005). Learning-based adaptive controller for dynamic manufacturing cells. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1952-1956. (SCIE) |
| Journal Article | 2005 | Hsiao, W. F., Lin, H. H., Chang, T. M. (2005). Value-based consensus measure on verbal opinions. Proceedings of the 38th Hawaii International Conference on System Sciences. (EI) |
| Conference Paper | 2022 | Chang, T. M., Chang, C. H. and Hsu, M. F. (2022). Textual-based risk signals for management decision and analysis. 2nd IEEE International Conference on Electronic Communications, Internet of Things and Big Data 2022, Taiwan. |
| Conference Paper | 2011 | Chang, T. M. and Hsiao, W. F. (2011). Model-based Collaborative Filtering to Handle Data Reliability and Ordinal Data Scale. The 8th International Conference on Fuzzy Systems and Knowledge Discovery, . |
| Conference Paper | 2010 | Hsiao, W. F., and Chang, T. M. (2010). Text classifier based on automatic summarization and term expansion. The 2010 International Conference on Business and Information, Kitakyushu, . |
| Conference Paper | 2005 | Chang T.M., Hsiao, W.F. (2005). Concept Exptraction from Navigated Information on the Web with latent Semantic indexing. The Fourth Workshop on e-Business, . |
| Year | Title |
|---|---|
| 2023 | 文字探勘品牌個性一致性對企業績效的影響. Ministry of Science and Techonology (112-2410-H-110-027-) |
| 2022 | 以系統理論與病人為中心觀點設計孕婦產後照顧資訊科技促使之服務. Ministry of Science and Techonology (111-2410-H-110-015-) |
| 2021 | 基於本體知識論設計孕產婦醫療網站架構、導覽與表達可用性. Ministry of Science and Techonology (110-2410-H-110-023-) |
| 2020 | The Impact of Managers' Dynamic Managerial Ability on Corporate Operating Performance Assessment and Improvement—A Viewpoint of Life Cycle Theory. Ministry of Science and Techonology (109-2410-H-110-046-) |
| 2018 | Dynamic Multi Factors Corporate’S Credit Risk Forecasting Model: an Integration of Social Network Mining, Text Mining, Two-Stage Data Envelopment Analysis and Artificial Intelligence. MOST (107-2410-H-110-025-MY2) |
| 2016 | Developing Corporate Growth Potential Evaluation Model by Incorporating Supply-Chain Network, Dynamic Competitiveness and Industrial Trend Analysis. MOST (105-2410-H-110-033-MY2) |
| 2015 | 結合文字指標與財務指標衡量企業績效. MOST (104-2410-H-110-030-) |
| 2014 | 應用LDA於群組文件喜好推薦. MOST (103-2410-H-110-021-) |
| 2013 | 應用使用者-主題模式於個人化文件推薦. MOST (102-2410-H-110-063-) |
| 2013 | 源自人因(Human Factor)概念，匯集雲端與社群－一個全新的多功能線上互動會議系統. MOST (102-2815-C-110-008-H) |
| 2012 | 應用潛在狄氏配置於個人化文件推薦. MOST (NSC101-2410-H-110-005-) |
| 2012 | 大專校院精進全英語學位學制班別計畫. 政府部門 (01RA087) |
| 2011 | 以機率潛在語意分析為基之漸進式意向模式學習. MOST (NSC100-2410-H-110-009-) |
| 2009 | 結合字詞分佈與詞彙關係之自動文件摘要方法. MOST (NSC98-2410-H-110-007) |
| 2008 | 以物品信任為基礎之協同式推薦. MOST (NSC97-2410-H-110-032) |
| 2008 | EVAM－It’s show time!. MOST (97-2815-C-110 -036 -E) |
| 2007 | 物件式與信任式協同過濾推薦之比較. MOST (NSC96-2416-H-110-017) |
| 2006 | 以潛在語意索引分析之混合式推薦系統. MOST (NSC95-2416-H-110-030) |
| 2006 | 4EverKiT-互動式網路社群結合個人化服務之設計與實作. MOST (95-2815-C-110 -027 -E) |
| 2002 | 網際網路上資訊涵意探究與資訊變化追蹤之研究. MOST (NSC91-2416-H-110-012) |
| Year | Semester | Required / Selected | Department | Course Code | Course |
|---|---|---|---|---|---|
| 112 | 2 | Selected | Department of Information Management | MIS550 | DECISION THEORY |
| 112 | 2 | Required | Department of Information Management | MIS321 | MANAGEMENT INFORMATION SYSTEMS PROJECT I |
| 112 | 2 | Selected | Department of Information Management | MIS241 | STATISTICS PRACTICE |
| 112 | 2 | Required | Department of Information Management | MIS207 | STATISTICAL DATA ANALYSIS |
| 112 | 1 | Selected | Department of Information Management | MIS604F | SEMINAR |
| 112 | 1 | Required | Department of Information Management | MIS421 | MANAGEMENT INFORMATION SYSTEMS PROJECT II |
| 112 | 1 | Required | Department of Information Management | MIS201 | STATISTICS(I) |
| 111 | 2 | Selected | Department of Information Management | MIS241 | STATISTICS PRACTICE |
| 111 | 2 | Required | Department of Information Management | MIS207 | STATISTICAL DATA ANALYSIS |
| 111 | 2 | Required | Department of Information Management | MIS321 | MANAGEMENT INFORMATION SYSTEMS PROJECT I |
| 111 | 2 | Selected | Department of Information Management | MIS550 | DECISION THEORY |
| 111 | 1 | Required | Department of Information Management | MIS421 | MANAGEMENT INFORMATION SYSTEMS PROJECT II |
| 111 | 1 | Required | Department of Information Management | MIS201 | STATISTICS(I) |
| 111 | 1 | Selected | Department of Information Management | MIS604D | SEMINAR |
| 110 | 2 | Selected | Department of Information Management | MIS241 | STATISTICS PRACTICE |
| 110 | 2 | Required | Department of Information Management | MIS202 | STATISTICS(II) |
| 110 | 2 | Required | Department of Information Management | MIS321 | MANAGEMENT INFORMATION SYSTEMS PROJECT I |
| 110 | 2 | Selected | Department of Information Management | MIS550 | DECISION THEORY |
| 110 | 1 | Required | Department of Information Management | MIS201 | STATISTICS(I) |
| 110 | 1 | Required | Department of Information Management | MIS421 | MANAGEMENT INFORMATION SYSTEMS PROJECT II |
| 110 | 1 | Selected | Department of Information Management | MIS604D | SEMINAR |
| Year | Title | Awarding Organization |
|---|---|---|
| 2010 | Best Paper Award | Journal of e-Business |
| Period | Activity | Description | Role |
|---|