Office
管(CM) 4053

Phone
07-5252000 #4727

E-Mail
temin (ＡＴ) cm.nsysu.edu.tw

Homepage
https://temin.mis.nsysu.edu.tw/

Research Interests
1.Text Mining
2.Information Retrieval
3.Recommender Systems
4.Decision Analysis

Education

  • 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

Experiences

  • 國立中山大學資訊管理學系教授
  • 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

Award & Honors

  • 斐陶斐榮譽協會會員

Journal Articles

  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

Conference Proceedings

  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

National Science Council Projects

  1. 物件式與信任式協同過濾推薦之比較
    -Project NO.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
    -Project NO.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

Others

  1. Dynamic Capabilities Absorptive Capabilities of a e-Business
    -教育部, 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, 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, 共同主持人, 2001-08-01-2002-01-31

Undergraduate Program

YearCourse NameHour
106MANAGEMENT INFORMATION SYSTEMS PROJECT I3
STATISTICS(II)3
STATISTICS(I)3
CASE STUDIES IN INFORMATION MANAGEMENT3
105MANAGEMENT INFORMATION SYSTEMS PROJECT I3
STATISTICS(I)3
104STATISTICS(II)3
STATISTICS(I)3
103STATISTICS(II)3
STATISTICS(I)3
102ENTERPRISE RESOURSE PLANNING SYSTEM3
STATISTICS(II)3
BUSINESS INTELLIGENCE3
INTRODUCTION TO ERP3
STATISTICS(I)3
DATABASE SYSTEMS PROJECT (II)3
101STATISTICS(II)3
INTRODUCTION TO ERP3
INTELLGENT SYSTEM PROJECT(II)3
STATISTICS(I)3
100INTELLIGENT SYSTEM PROJECT (I)3
STATISTICS(II)3
INTRODUCTION TO ERP3
STATISTICS（I）3
99STATISTICS3
STATISTICS3
98MANAGERIAL MATHEMATICS3
97MANAGERIAL MATHEMATICS3
ADVANCED STATISTICS3
96MANAGERIAL MATHEMATICS3
ADVANCED STATISTICS3
95MANAGERIAL MATHEMATICS3
ADVANCED STATISTICS3
94ADVANCED STATISTICS3
STATISTICS3
MANAGERIAL MATHEMATICS3
93DECISION ANALYSIS3
MANAGERIAL MATHEMATICS3
STATISTICS3
92STATISTICS3
MANAGERIAL MATHEMATICS3
91DECISION ANALYSIS3
MANAGERIAL MATHEMATICS3
STATISTICS3
90STATISTICS3
MANAGERIAL MATHEMATICS3
ADVANCED STATISTICS3
ELECTRONIC COMMERCE3
STATISTICS3
89ELECTRONIC COMMERCE3
DECISION ANALYSIS3
STATISTICS3
ADVANCED STATISTICS3
88EXPERT SYSTEM3
STATISTICS3
ADVANCED STATISTICS3
DECISION SUPPORT AND ANALYSIS PROJECT (II)3
87DECISION ANALYSIS3
DECISION SUPPORT AND ANALYSIS PROJECT (I)3
EXPERT SYSTEM3
86DECISION ANALYSIS3
ADVANCED STATISTICS3
85DECISION ANALYSIS3

Graduate Program

YearCourse NameHour
106SEMINAR3
105SEMINAR3
102SEMINAR3
SPECIAL ISSUES IN INFORMATION TECHNOLOGY3
101SEMINAR3
SPECIAL ISSUES IN INFORMATION TECHNOLOGY3
100SPECIAL ISSUES IN INFORMATION TECHNOLOGY3
SEMINAR3
99SPECIAL ISSUES IN INFORMATION TECHNOLOGY3
SEMINAR3
ADVANCED STATISTICS3
98ADVANCED STATISTICS3
SPECIAL ISSUES IN INFORMATION TECHNOLOGY1
SEMINAR3
97SPECIAL ISSUES IN INFORMATION TECHNOLOGY3
ADVANCED STATISTICS3
96ADVANCED STATISTICS3
SEMINAR3
SPECIAL ISSUES IN INFORMATION TECHNOLOGY3
95ADVANCED STATISTICS3
SEMINAR3
MULTIVARIATE ANALYSIS3
94SEMINAR3
93ANVANCED QUANTITATIVE MODELS3
SEMINAR3
92SEMINAR3
91SEMINAR3
90SEMINAR3
ADVANCED STATISTICS3
89RESEARCH IN FUZZY THEORY3
CUSTOMER RELATIONSHIP MANAGEMENT3
SEMINAR IN ADVANCED INFORMATION SYSTEMS (III)1
SEMINAR IN ADVANCED INFORMATION SYSTEMS (I)1
ADVANCED STATISTICS3
SEMINAR3
88APPLICATION STATISTICS3
SEMINAR3
86SPECIAL TOPICS IN DECISION ANALYSIS3

Ph.D. Program

YearCourse NameHour
99RESEARCH METHODOLOGY(II)3
98ADVANCED STATISTICS3
RESEARCH METHODOLOGY(II)3
97RESEARCH METHODOLOGY(II)3
SPECIAL ISSUES IN INFORMATION TECHNOLOGY3
96RESEARCH METHODOLOGY(II)3
SPECIAL ISSUES IN INFORMATION TECHNOLOGY3
95MULTIVARIATE ANALYSIS3
ADVANCED STATISTICS3
RESEARCH METHODOLOGY(II)3
94RESEARCH METHODOLOGY(II)3
85RESEARCH IN FUZZY THEORY3

Part time MBA

YearCourse NameHour
105SEMINAR IN MIS (I)3
104SEMINAR IN MIS (I)3
102SPECIAL ISSUES IN INFORMATION TECHNOLOGY3
SEMINAR3
SEMINAR IN MIS (I)3
101SEMINAR IN MIS (I)3
97SPECIAL ISSUES IN INFORMATION TECHNOLOGY3
93CUSTOMER RELATIONSHIP MANAGEMENT3
SEMINAR (II)3
92CUSTOMER RELATIONSHIP MANAGEMENT3
90SEMINAR IN MIS (I)3

夜資管

YearCourse NameHour
88ADVANCED STATISTICS3
EXPERT SYSTEM3
87OPERATIONS RESEARCH3
DECISION SUPPORT AND ANALYSIS PROJECT (II)3
EXPERT SYSTEM3
DECISION SUPPORT AND ANALYSIS PROJECT (I)3
DECISION ANALYSIS3
86OPERATIONS RESEARCH3
DECISION SUPPORT AND ANALYSIS PROJECT (I)3
DECISION ANALYSIS3
85STATISTICS3
STATISTICS3