题名

資訊系統滿意度之模糊語意評估

并列篇名

Evaluation of User Satisfaction in Information Systems Using Fuzzy Linguistic Terms

作者

陳慶文(Ching-Wen Chen);吳一聲(Yi-Sheng Wu);劉天賜(Tian-Shy Liou)

关键词

資訊系統滿意度 ; 資訊系統成功 ; 模糊集合理論 ; 語詞變數 ; IS satisfaction ; IS success ; fuzzy set theory ; linguistic variables

期刊名称

管理與系統

卷期/出版年月

13卷3期(2006 / 07 / 01)

页次

333 - 354

内容语文

繁體中文

中文摘要

資訊系統用戶的滿意度對當代資訊系統的成功和效率有深遠的影響,本文提出以模糊集合理論為基礎的資訊系統滿意度衡量方法,建構一資訊系統成功的語意詞評估模式,以語意詞來評估用戶滿意度,並以語意詞表示的總評估結果,以利管理當局判讀,此以語意詞表示的總評估結果可表達出資訊系統用戶對資訊系統所提供的服務之滿意度主觀感受與知覺程度。本文實證案例除能檢視本文所提之模糊語意評估的實用性與一般性之外,該模糊語意評估方法亦可應用於具有主觀性的評估問題。

英文摘要

User's satisfaction has a great impact to the success of information systems. This study proposes a conceptual model to assess the perceived information satisfactions properly using fuzzy set theory. The proposed method is straightforward to implement for measuring information satisfactions. In the proposed approach, the system user first records his or her perception of information satisfactions in linguistic terms. The reviewer then quantifies the perception with fuzzy numbers. By mutually comparing all the criteria, importance weights of criteria in assessing the information satisfaction can be prioritized. The fuzzy perceived satisfaction score is then calculated by combining the fuzzy numbers of criteria with the corresponding weights. The fuzzy scores are then transformed to linguistic terms to reflect the user's information satisfaction as interpreted by the reviewer. An empirical exploratory-based study is provided to show the practicability and generality of the proposed method. The proposed fuzzy linguistic assessment of information satisfaction can be used to measure user's ambiguous satisfaction concepts are associated with human beings' subjective assessment. Similarly, the proposed method can also be extended to other studies or contests in which the evaluation or appraisal is subjective or verbal in nature.

主题分类 基礎與應用科學 > 統計
社會科學 > 財金及會計學
社會科學 > 管理學
参考文献
  1. 陳月香、王天津(2005)。建立模糊決策支援系統-以供應商選擇策略爲例。管理與系統,12(1),117-131。
    連結:
  2. 陳月香、王天津(2005)。建立模糊決策支援系統-以供應商選擇策略爲例。管理與系統,12(1),117-131。
    連結:
  3. 蔣岡霖、梁金樹、李選士(2002)。模糊資金成本與模糊資本預算之研究。財務金融學刊,10(3),89-106。
    連結:
  4. Bailey, J. E.,Pearson, S. W.(1983).Development of a Tool for Measuring and Analyzing Computer User Satisfaction.Management Science,29(5),530-545.
  5. Baroudi, J. J.,Orlikowski, W. J.(1998).A Short Form Measure of User Information Satisfaction: A Psychometric Evaluation and Notes on Use.Journal of Management Information Systems,4(4),44-59.
  6. Baroudi, J. J.,Orlikowski, W. J.(1998).A Short Form Measure of User Information Satisfaction: A Psychometric Evaluation and Notes on Use.Journal of Management Information Systems,4(4),44-59.
  7. Belcher, L. W.,Watson, H.(1993).Assessing the Value of Conoco`s EIS.MIS Quarterly,17(3),239-253.
  8. Bender, D.(1986).Financial Impact of Information Processing.Journal of MIS,3(2),232-238.
  9. Bender, D.(1986).Financial Impact of Information Processing.Journal of MIS,3(2),232-238.
  10. Chien, C. J.,Tsai, H. H.(2000).Using Fuzzy Numbers to Evaluate Perceived Service Quality.Fuzzy Sets and Systems,116,289-300.
  11. Cyert, R. M.,March, J. G.(1963).A Behavioral Theory of the Firm.New York:Prentice-Hall.
  12. Cyert, R. M.,March, J. G.(1963).A Behavioral Theory of the Firm.New York:Prentice-Hall.
  13. DeLone, W. H.,McLean, E. R.(2004).Measuring e-Commerce Success: Applying the DeLone & McLean Information Systems Success Model.International Journal of Electronic Commerce,9(1),31-47.
  14. DeLone, W. H.,McLean, E. R.(2003).The DeLone and McLean Model of Information Systems Success: A Ten-year Update.Journal of Management Information Systems,19(4),9-30.
  15. DeLone, W. H.,McLean, E. R.(1992).Information Systems Success: The Quest for the Dependent Variable.Information Systems Research,3(1),60-95.
  16. DeLone, W. H.,McLean, E. R.(2002).Information Systems Success Revisited.Proceedings of the 35th Hawaii International Conference on System Sciences,USA:
  17. Doll, W. J.,Torkzadeh, G.(1988).The Measurement of End-User Computing Satisfaction.MIS Quarterly,12(2),259-274.
  18. Dubois, D.,Prade, H.(1980).Fuzzy Set and System: Theory and Applications.New York:Academic Press.
  19. Dubois, D.,Prade, H.(1979).Operations on Fuzzy Numbers.International Journal of System Science,9,613-626.
  20. Dubois, D.,Prade, H.(1980).Fuzzy Set and System: Theory and Applications.New York:Academic Press.
  21. Ives, B.,Olson, M. H.,Baroudi, J. J.(1983).The Measurement of User Information Satisfaction.Communications of the ACM,26(10),785-793.
  22. Jae, M.,Moon, J. H.(2002).Use Of A Fuzzy Decision-Making Method In Evaluating Severe Accident Management Strategies.Annals of Nuclear Energy,29,1597-1606.
  23. Kahraman, C.,Bozdag, C. E.,Ruan, D.,Özok, A. F.(2004).Fuzzy Sets Approaches To Statistical Parametric And Nonparametric Tests.International Journal of Intelligent Systems,19(11),1069-1087.
  24. Kahraman, C.,Ruan, D.,Bozdag, C. E.(2003).Optimization of Multilevel Investments Using Dynamic Programming Based on Fuzzy Cash Flows.Fuzzy Optimization and Decision Making,2(2),101-122.
  25. Kahraman, C.,Ruan, D.,Bozdag, C. E.(2003).Optimization of Multilevel Investments Using Dynamic Programming Based on Fuzzy Cash Flows.Fuzzy Optimization and Decision Making,2(2),101-122.
  26. Kivijarvi, H.,Saarinen, T.(1995).Investment in Information Systems and the Financial Performance of the Firm.Information & Management,28,143-163.
  27. Knutsen, K.,Nolan R. (ed.)(1974).Managing the Data Resource Function.West Publishing Co., Los Angeles.
  28. Knutsen, K.,Nolan R. (ed.)(1974).Managing the Data Resource Function.West Publishing Co., Los Angeles.
  29. Kumar, V.,Aaker, D. A.,Day, G. S.(1999).Essentials of Marketing Research.New York:John Wiley & Sons, Inc..
  30. Kumar, V.,Aaker, D. A.,Day, G. S.(1999).Essentials of Marketing Research.New York:John Wiley & Sons, Inc..
  31. Liao, T. W.(1996).Fuzzy Multicriteria Decision-Making Method For Material Selection.Journal of Manufacturing Systems,15(1),1-12.
  32. Lin, M. C.,Tsai, C. Y.,Cheng, C. C.,Chang, C. A.(2004).Using Fuzzy QFD for Design of Low-end Digital Camera.International Journal of Applied Science and Engineering,2(3),222-233.
  33. Liou, T. S.,Wang, M. J.(1992).Ranking Fuzzy Numbers with Integral Value.Fuzzy Sets and Systems,50,247-255.
  34. Malhotra, N. K.(1999).Marketing Research: An Applied Orientation.Upper Saddle River:Prentice Hall.
  35. Malhotra, N. K.(1999).Marketing Research: An Applied Orientation.Upper Saddle River:Prentice Hall.
  36. Mason, R. D.,Lind, D. A.,Marchal, W. G.(1999).Statistical Techniques in Business and Economics.New York, NY.:McGraw-Hill.
  37. Mason, R. D.,Lind, D. A.,Marchal, W. G.(1999).Statistical Techniques in Business and Economics.New York, NY.:McGraw-Hill.
  38. Molla, A.,Licker, P.S.(2001).E-commerce Systems Success: An Attempt to Extend and Respecify the DeLone and McLean Model of IS Success.Journal of Electronic Commerce Research,2(4),1-11.
  39. Molla, A.,Licker, P.S.(2001).E-commerce Systems Success: An Attempt to Extend and Respecify the DeLone and McLean Model of IS Success.Journal of Electronic Commerce Research,2(4),1-11.
  40. Nakamori, Y.,Sato, K.,Watada, J.(1997).Fuzzy Space Model for Fuzzy Data.Journal of Japan Society for Fuzzy Theory and Systems,9(1),99-107.
  41. Palmer, J.W.(2002).Web Site Usability, Design, and Performance Metrics.Information Systems Research,13(2),151-167.
  42. Parasuraman, A.,Zeithaml, V. A.,Berry, L. L.(1985).A Conceptual Model of Service Quality and Its Implications for Future Research.Journal of Marketing,49,41-50.
  43. Powers, R. F.,Dickson, G. W.(1973).MIS Project Management: Myths, Opinions and Reality.California Management Review,15(3),147-156.
  44. Rosemann, M.,Vessey, I.,Bartmann D,Rajola F,Kallinikos J,Avison D,Winter R,Ein-Dor P,Becker J,Bodendorf F,Weinhardt C (eds.)(2005).Linking Theory and Practice: Performing a Reality Check on a Model of IS Success.Proceedings of the Thirteenth European Conference on Information Systems,Regensburg, Germany:
  45. Rosemann, M.,Vessey, I.,Bartmann D,Rajola F,Kallinikos J,Avison D,Winter R,Ein-Dor P,Becker J,Bodendorf F,Weinhardt C (eds.)(2005).Linking Theory and Practice: Performing a Reality Check on a Model of IS Success.Proceedings of the Thirteenth European Conference on Information Systems,Regensburg, Germany:
  46. Ryan, C.,Trauer, B.(2003).Involvement in Adventure Tourism: Toward Implementing a Fuzzy Set.Tourism Review International,7(3-4),143-152.
  47. Schmucker, K. J.(1985).Fuzzy Sets, Natural Language Computations, and Risk Analysis.U.S.A.:Computer Science Press, Inc..
  48. Schmucker, K. J.(1985).Fuzzy Sets, Natural Language Computations, and Risk Analysis.U.S.A.:Computer Science Press, Inc..
  49. Seward, H.,R.L. Nolan (ed.)(1974).Managing the Data Resource Function.West Publishing Co., Los Angeles.
  50. Seward, H.,R.L. Nolan (ed.)(1974).Managing the Data Resource Function.West Publishing Co., Los Angeles.
  51. Strassmann, P. A.(1990).The Business Value of Computers: An Executive`s Guide.New Canaan:Information Economics Press.
  52. Strassmann, P. A.(1990).The Business Value of Computers: An Executive`s Guide.New Canaan:Information Economics Press.
  53. Timothy, J.R.(2000).Fuzzy Logic with Engineering Applications.New York:McGraw-Hill Inc..
  54. Timothy, J.R.(2000).Fuzzy Logic with Engineering Applications.New York:McGraw-Hill Inc..
  55. Tsaur, S. H.,Chang, T. Y.,Yen, C. H.(2002).The Evaluation of Airline Service Quality by Fuzzy MCDM.Tourism management,23(2),107-115.
  56. Tzeng, G. H.,Jen, W.,Hu, K. C.(2002).Fuzzy Factor Analysis for Selecting Service Quality Factors-A Case of The Service Quality of City Bus Service.International Journal of Fuzzy Systems,4(1),911-921.
  57. Tzeng, G. H.,Jen, W.,Hu, K. C.(2002).Fuzzy Factor Analysis for Selecting Service Quality Factors-A Case of The Service Quality of City Bus Service.International Journal of Fuzzy Systems,4(1),911-921.
  58. Wu, W. Y.(2003).A Fuzzy Shortest Path Approach to the Occluded Shape Matching.Proceeding of the 16th IPPR Conference on Computer Vision, Graphics and Image Processing,Kinmen, Taiwan:
  59. Wu, W. Y.(2003).A Fuzzy Shortest Path Approach to the Occluded Shape Matching.Proceeding of the 16th IPPR Conference on Computer Vision, Graphics and Image Processing,Kinmen, Taiwan:
  60. Zadeh, L. A.(1965).Fuzzy Set.Information and Control,8,338-353.
  61. Zviran, M.,Erlich, Z.(2003).Measuring User Satisfaction: Review and Implications.Communications of the Association for Information Systems,12,81-103.
  62. Zviran, M.,Erlich, Z.(2003).Measuring User Satisfaction: Review and Implications.Communications of the Association for Information Systems,12,81-103.
  63. 黃于晉(2002)。碩士論文(碩士論文)。國立成功大學工業管理研究所未出版碩士論文。
  64. 黃于晉(2002)。國立成功大學工業管理研究所未出版碩士論文。
  65. 魏俊卿(2004)。博士論文(博士論文)。國立清華大學工業工程與工程管理研究所未出版博士論文。
  66. 魏俊卿(2004)。國立清華大學工業工程與工程管理研究所未出版博士論文。
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  1. 柯若樸(2008)。中國民間宗教中神話與崇拜的關係:略論韓湘子。興大中文學報,23(S),479-513。
  2. 李繼強(2007)。綠色産品採購管理設計。品質月刊,43(3),36-40。
  3. 劉忠峰、陳俞成、郭金順、俞芹英(2008)。建立臨床醫師對於醫學影像儲傳系統之滿意度指標。臺灣公共衛生雜誌,27(5),434-446。