研究室
管(CM) 4053

連絡電話
07-5252000 #4727

電子信箱
temin@cm.nsysu.edu.tw

個人網站
http://temin.mis.nsysu.edu.tw/

研究領域
1.Text Mining
2.Information Retrieval
3.Recommender Systems
4.Decision Analysis

學歷

  • 國立交通大學工業工程與管理系學士, 1985/09-1989/06
  • 美國普渡大學工業工程系碩士, 1990/08-1992/12
  • 美國普渡大學工業工程博士, 1993/01-1996/08

經歷

  • 國立中山大學國際交流處組長
  • 國立中山大學資訊管理學系副教授
  • 美國普渡大學工業工程系訪問學者, 2003/08-2004/01
  • 美國普渡大學工業工程系助教, 1990/08-1996/08
  • 美國普渡大學工業工程系研究助理, 1993/01-1994/08

學術榮耀

  • 斐陶斐榮譽協會會員

期刊論文

  1. Chang, T. M. and Hsiao, W. F., Using Web mining techniques to identify a company's external environment on the Web, to appear in Journal of e-Business (電子商務學報), 2008 (TSSCI)
  2. Hsiao, W. F. and Chang, T. M., An incremental cluster-based approach to spam filtering, Expert Systems with Applications, Vol.34, No.3, 2008, pp.1599-1608 (SCI)
  3. Hsiao, W. F., Lin, H. H., and Chang, T. M., A Fuzzy Approach to Measuring Consensus on Verbal Opinions, Expert Systems with Applications, Vol.35, No.3, 2008, pp.836-842 (SCI)
  4. Hsiao, W. F., Chang, T. M., and Hu, G. H., 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), Vol.15, No.2, 2008, pp.27-45 (TSSCI)
  5. Chang, T. M., Hsiao, W. F., and Lin, T. H., An adaptive approach to concept extraction from searched information, Journal of e-Business (電子商務學報), Vol.9, No.3, 2007, pp.487-514 (TSSCI, NSC91-2416-H-110-012)
  6. Hsiao, W. F. and Chang, T. M., An incremental cluster-based approach to spam filtering, Expert Systems with Applications, 2007
  7. Lu, T. P., Chang, T. M., and Yih, Y., An agent-based framework for production control in supply chains, International Journal of Production Research, Vol.43, No.20, 2005, pp.4219-4233 (SCI)
  8. Sun, Y. L., Chang, T. M., and Yih, Y., A knowledge-based adaptive controller for manufacturing cells, International Journal of Production Research, Vol.43, No.14, 2005, pp.3011-3025 (SCI)
  9. Chang, T. M., and Yih, Y., Constructing a fuzzy rule system from examples, Integrated Computer-Aided Engineering, Vol.6, 1999, pp.213-221
  10. Chang, T. M., and Yih, Y., A Fuzzy Rule-Based Approach for Dynamic Control of Kanbans in a Generic Kanban System, International Journal of Production Research, Vol.36, No.8, 1998, pp.2247-2258
  11. Martin, A. D., Chang, T. M., Kincaid, R. K., and Yih, Y., Using Tabu Search to Determine the Number of Kanbans and lotsizes in a generic Kanban System, Annals of Operations Research, Vol.78, 1998, pp.201-217
  12. Chang, T. M., and Yih, Y., Deternining the Number of Kanbans and Lotsizes in a Generic Kanban System: a Simulated Annealing Approach, International Journal of Production Research, Vol.32, No.8, 1994, pp.1991-2004
  13. Chang, T. M., and Yih, Y., Generic Kanban Systems for Dynamic Environments, International Journal of Production Research, Vol.32, No.4, 1994, pp.889-902

研討會論文

  1. Chang, T. M. and Hsiao, W. F., Item-level Trust-based Collaborative Filtering for Recommender Systems, The XIX Acme International Conference of Pacific Rim Management, San Francisco, U.S.A., ~ 2009 (NSC97-2416-H-110-032)
  2. Chang, T. M. and Hsiao, W. F., A Hybrid Approach to Automatic Text Summarization, The 8th IEEE International Conference on Computer and Information Technology, Sydney, Australia, ~ 2008 (NSC 96-2416-H-110-017)
  3. Chang, T. M., Hsiao, W. F., and Huang, H. J., A Hybrid Approach for Text Recommender Systems, International Conference on Business and Information, Tokyo, Japan, 10~ 13 2007 (NSC95-2416-H-110-030)
  4. Hsiao, W. F., Chang, T. M., and Hu, G. H., A Cluster-based Approach to Skewed Class Problem in SPAM Filtering, The 40th Hawaii International Conference on System Sciences, Big Island, Hawaii, U.S.A., ~ 2007
  5. Chang, T. M., Liao, L. L., and Hsiao, W. F., An empirical study on the e-CRM influence model for service sectors in Taiwan, IEEE International Conference on e-Technology,e-Commerce,and e-Service, Hong Kong, ~ 2005
  6. Chang, T. M. and Hsiao, W. F., Concept extraction from navigated information on the Web with latent semantic indexing, The Fourth Workshop on e-Business, Las Vegas,U.S.A., ~ 2005 (NSC91-2416-H-110-012)
  7. Hsiao, W. F., Lin, H. H., and Chang, T. M., Value-based consensus measure on verbal opinions, The 38th Hawaii International Conference on System Sciences, Big Island,Hawaii,U.S.A., ~ 2005
  8. "Chen,H. J.,Liou,K.,Liao,L. L.,Lin,T. C.,and Chang,T. M.", Measuring e-performance of enterprises in manufacturing sector: exploratory analysis of a construct, 第九屆資訊管理暨實務研討會, Taiwan, ~ 2003, pp.77-87
  9. "Cang T.M. and Lai,C. M.", """Cluster-based Keyword Extraction Approach""", The 6th Pacific Asia Conference on Information Systems, "Tokyo,japan", ~ 2002
  10. "Cang T.M. and Lai,C. M.", """Information Conceptualization and Infomation Change Tracking over the Internet""", International Conference of Pacific Rim Management, "Los Angeles,U.S.A.", ~ 2002
  11. "Cang T.M. and Chen,K. H.", """Fuzzy Rule Induction for Classification """, Fifth International Conference on Knowledge-Based Intelligent Information Engineering System & Allied Techonologies, "Osaka,Japan", ~ 2001
  12. "Cang T.M. and Liu,c. l.", The Study of Applying Categoty Managerment to Adaptive Customer-Centered Online Catalogs, INFOMS International Hawaii 2001, "Maui,Hawaii,U.S.A.", ~ 2001
  13. "Cang T.M. and Yin, y", "Dynamic control of kanbans in generic kanban systm:a fuzzy rule base approach", The 14th International Conference on Production Research, "Osaka,Japan", ~ 1997
  14. "Chang,T. M.,and Yih,Y.", Generating fuzzy rule-based systems from examples, 1996 Asian Fuzzy Systems Symposium, "Kenting,Taiwan", ~ 1996
  15. "Chang,T. M.,and Yih,Y.", Dynamic control of kanbans in flow shops: a fuzzy system approach, New Orleans, ~ 1995
  16. "Marin,A.,Chang,T. M.,Kincaid,R.,and Yih,Y.", Using Tabu search to determine the number of kanbans in a generic kanban system, Business Applications of Artificial Intelligence, University of Virginia, ~ 1995
  17. "Chang,T. M.,and Yih,Y", Determining the number of kanbans and lotsizes in a generic kanban system: a fuzzy system approach, "ORSA/TIMS,Chicago", ~ 1993

國科會計畫

  1. 物件式與信任式協同過濾推薦之比較
    -NSC96-2416-H-110-017, 主持人, 2007-08-01-2008-07-31
  2. 以潛在語意索引分析之混合式推薦系統
    -NSC95-2416-H-110-030, 主持人, 2006-08-01-2007-07-31
  3. 網際網路上資訊涵意探究與資訊變化追蹤之研究, 主持人, 2002-08-01-2003-07-31
  4. 以顧客需求為主之可適性線上品類管理, 主持人, 2000-08-01-2001-07-31
  5. 網路證券業顧客關係管理模式之研究, 主持人, 2000-08-01-2001-07-31
  6. 應用模糊法則歸納法採挖分類知識, 主持人, 1999-08-01-2000-07-31

其他委託計畫

  1. Dynamic Capabilities Absorptive Capabilities of a e-Business
    -教育部委托, 主持人, 2004-04-01-2005-03-31
  2. Performance of Adopting e-Commerce in Traditional Manufacturing Industries
    -教育部卓越計畫委托, 主持人, 2002-04-01-2003-03-31
  3. 整合行銷傳播在寬頻網路南部市場應用之研究
    -台灣有線視訊寬頻網路發展協進會委托, 共同主持人, 2001-08-01-2002-01-31

資管系課程

學年度課程名稱學分
104統計學(一)3
統計學(二)3
103統計學(一)3
統計學(二)3
102企業資源規劃系統3
統計學(一)3
資料庫系統專案(二)3
企業資源規劃導論3
商業智慧3
統計學(二)3
101統計學(一)3
智慧型系統專案(二)3
企業資源規劃導論3
統計學(二)3
100統計學(一)3
企業資源規劃導論3
統計學(二)3
智慧型系統專案(一)3
99統計學3
統計學3
98管理數學3
97高等統計學3
管理數學3
96高等統計學3
管理數學3
95高等統計學3
管理數學3
94統計學3
高等統計學3
管理數學3
93統計學3
管理數學3
決策分析3
92管理數學3
統計學3
91統計學3
管理數學3
決策分析3
90統計學3
電子商務3
高等統計學3
管理數學3
統計學3
89高等統計學3
統計學3
決策分析3
電子商務3
88高等統計學3
決策支援與分析專案(二)3
統計學3
專家系統3
87專家系統3
決策支援與分析專案(一)3
決策分析3
86高等統計學3
決策分析3
85決策分析3

資管碩課程

學年度課程名稱學分
102資訊科技研究3
專題討論3
101資訊科技研究3
專題討論3
100專題討論3
資訊科技研究3
99高等統計學3
專題討論3
資訊科技研究3
98資訊科技研究1
高等統計學3
專題討論3
97高等統計學3
資訊科技研究3
96高等統計學3
專題討論3
資訊科技研究3
95多變量分析3
專題討論3
高等統計學3
94專題討論3
93專題討論3
高等計量模式3
92專題討論3
91專題討論3
90高等統計學3
專題討論3
89模糊理論研究3
專題討論3
高等統計學3
高等資管專題研討(一)1
高等資管專題研討(三)1
顧客關係管理3
88應用統計3
專題討論3
86決策分析專題3

資管博課程

學年度課程名稱學分
99研究方法(二)3
98研究方法(二)3
高等統計學3
97研究方法(二)3
資訊科技研究3
96研究方法(二)3
資訊科技研究3
95多變量分析3
高等統計學3
研究方法(二)3
94研究方法(二)3
85模糊理論研究3

資管碩專課程

學年度課程名稱學分
104書報討論(一)(合授)3
102資訊科技研究3
專題討論3
書報討論(一)3
101書報討論(一)3
97資訊科技研究3
93顧客關係管理3
書報討論(二)3
92顧客關係管理3
90書報討論(一)3

夜資管課程

學年度課程名稱學分
88高等統計學3
專家系統3
87作業研究3
決策支援與分析專案(二)3
專家系統3
決策支援與分析專案(一)3
決策分析3
86作業研究3
決策支援與分析專案(一)3
決策分析3
85統計學3
統計學3