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研究生: 楊秋蕙
Yang, Chiu-Hui
論文名稱: 案例式推理之相似測度擷取研究
指導教授: 陳梁軒
Chen, Liang-Hsuan
學位類別: 碩士
Master
系所名稱: 管理學院 - 工業與資訊管理學系
Department of Industrial and Information Management
論文出版年: 2005
畢業學年度: 93
語文別: 中文
論文頁數: 65
中文關鍵詞: 相似測度案例擷取案例式推理
外文關鍵詞: case-based reasoning, case retrieval, similarity measure
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  •   知識為企業最珍貴的資產,如何運用相關資訊科技保存企業的知識資產,將是企業取得競爭優勢之關鍵。在知識管理與推理的相關研究中,因領域的不同而有不同的方法,其中,適用於不易建構條例規則或知識不完整的情境下的案例式推理(Case-Based Reasoning)則是一例,案例式推理一個相當關鍵,也相當重要的議題即是如何從過去的案例中,找出最相似於現在問題的案例,一旦找出和現在問題幾近相同的案例,若過去的解決方法已可相當完善的解決問題,那麼套用在現今的問題,勢必亦可獲得較好的解決。最近相鄰擷取(nearest-neighbor retrieval)是最為普遍使用的擷取法,學者大多將最近相鄰擷取法的概念,轉換成相似測度(similarity measure)的方式表示。本研究針對最近相鄰擷取法在擷取案例時所會遭遇到的問題,進行改善,並提出導入模糊語意的相似測度擷取流程,該擷取方法主要是參考Jeng與Liang(1995)模糊索引概念,本研究承接此概念,混合歸納式擷取法於最近相鄰擷取法中,先將部分相似度高的候選案例篩選出來,再計算候選案例與目標案例間的相似度。在相似度的計算上,本研究也提出了二個相似測度公式,進行該擷取流程的最後階段相似度計算工作,期望經由本研究所提的擷取流程能使得案例擷取時更具彈性,以提昇案例擷取品質。

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    摘要 Ⅰ 誌謝 Ⅱ 目錄 Ⅲ 表目錄 Ⅴ 圖目錄 Ⅵ 第一章 緒論 1 第一節 研究背景與動機 1 第二節 研究目的 2 第三節 研究範圍與限制 3 第四節 研究流程 3 第五節 論文概要 5 第二章 文獻探討 6 第一節 案例式推理 6 第二節 案例擷取方法 12 第三節 相似測度公式 17 第四節 模糊理論 22 第三章 研究方法 25 第一節 研究構想 25 第二節 模糊語意的相似測度擷取 30 第三節 相似測度公式 36 第四章 案例測試 43 第一節 案例庫之建立 43 第二節 案例擷取之成效 48 第三節 相似測度公式之探討 53 第五章 結論與建議 56 參考文獻 58 附錄 62

    【中文部分】
    林志明,民國88年,「應用案例式推理、灰色關聯分析法發展產品設計評估決策支援系 統」,中央大學工業管理研究所碩士論文。
    黃弘毅,民國90年,「設計概念階段之產品知識建構與應用-以案例式推理法為例」,東海大學工業設計研究所碩士論文。
    黃志仁,民國93年,「利用人類記憶結構提升案例式學習法中個案擷取效率」,國立成功大學工業與資訊管理研究所碩士論文。
    許彥信,民國92年,「結合模糊理論以及貝氏分類器應用於案例式推理系統」,國立台北科技大學工業工程與管理研究所碩士論文。
    鄭義信,民國93年,「以階層關係及浮動權重之案例式推理模式建構」,國立成功大學工業與資訊管理研究所碩士論文。
    【西文部分】
    Aadomt, A. and E. Plaza, 1994, Case-Based Reasoning : foundational issue,methodological variation, and system approaches, Artificial Intelligence Communications 7, 39-59.

    Arditi, D. and O. B. Tokdemir, 1999, Using Case-Based Reasoning to Predict the Outcome of Construction Litigation, Computer-Aided Civil and Infrastructure Engineering 14, 385-393.

    Cheng, C.-B., 2003, A fuzzy inference system for similarity assessment in case-based reasoning systems: an application to product design. Mathematical and Computer Modeling 38, 385-394.

    Chiu, C., 2002, A case-based customer classification approach for direct marketing, Expert Systems with Applications 22, 163-168.

    Choy, K. L. and W. B. Lee, 2002, On the development of a case-based supplier management tool for multi-national manufacturers, Measuring Business Excellence 6, 15-22.

    Dubois, D. and H. Prade, 1978, Operations on Fuzzy Numbers, International Journal of System Science 9, 613-626.

    Elhadi, M. T., 2000, Bankruptcy Support System: Taking Advantage of Information Retrieval and Case-Based Reasoning, Expert Systems with Applications 18, 215-219.

    Finnie, G., and Z. Sun, 2003, R5 model for Case-Based Reasoning, Knowledge-Based System 16, 59-65.

    Han, I. and C.-S. Park, 2002, A case-based reasoning with the feature weights derived by analytic hierarchy process for bankruptcy prediction, Expert Systems with Applications 12, 24-34.

    Haque, B.U., R.A. Belecheanu, R.J. Barson and K.S. Pawar, 2000, Towards the Application of Case Based Reasoning to Decision-Making in Concurrent Product Development(Concurrent Engineering), Knowledge-Based Systems 13, 101-112.

    Jeng, B. C. and T.-P. Liang, 1995, Fuzzy indexing and retrieval in case based systems, Expert Systems with Applications 8, 135-142.

    Klir, G. J. and B. Yuan, 2002, Fuzzy Sets and Fuzzy Logic: Theory and Applications, Taiwan, Pearson Education Taiwan.

    Kolodner, J., 1993, Case-Based Reasoning, San Mateo, CA: Morgan Kaufmann Publishers.

    Kwong, C. K., G. F. Smith and W. S. Lau, 1997, Application of Case-Based Reasoning in Injection Moulding, Journal of Materials Processing Technology 63, 463-467.

    Maher, M. L., M. B. Balachandra, and D. M. Zhang, 1995, Case-Based Reasoning in Design, Lawrence Erlbaum Associates.

    Nunez, H., S.-M. Miquel, C. Ulises, C. Joaquim, M. Montse, R.-R. Ignasi,and P. Manel, 2004, A comparative study on the use of similarity measure in case-based reasoning to improve the classification of environmental system situations, Environmental Modelling & Software 19, 809-819.

    Paek, Y.K., J.Y. Seo and G.C. Kimm, 1996, An Expert System with Case-Based Reasoning for Database Schema Design, Decision Support Systems 18, 83-95.

    Petersen, J., 1997, Similarity of fuzzy data in a case-based fuzzy system in anaesthesia, Fuzzy Sets and Systems 85, 247-262.

    Riesbeck, C. K. and Schank, R., 1989, Inside Case-Based Reasoning, NJ : Erlbaum, Northvale.

    Schank, R. and R. Abelson, 1977, Scripts, Plans, Goal and Understanding Erlbaum, Hillsdale, NJ.

    Schank, R., 1982, Dynamic Memory:A Theory of Reminding and Learning in Computers and People, Cambridge University Press.

    Schmidt, R. and L. Gierl, 2001, Case-based reasoning supported by genetic algorithms for corporate boond rating, Artificial Intelligence in Medicine 23, 171-186.

    Smyth, B. and E. Mckenna, 2001, Competence guided incremental footprint-based retrieval, Knowledge-Based Systems 14, 155-166.

    Someswar, K., 1995, Case based reasoning, Journal of Systems Management 46, 14-21.

    Watson, I., 1997, Applying Case-Based Reasoning: techniques for enterprise systems. San Francisco: Morgan Kaufmann Publishers.

    Watson, I., 1999, Case-based reasoning is a methodology not a technology.
    Knowledge-Based System 12, 303-308.

    Yonggang, Lei., P. Yinghong, and R. Xueyu, 2001, Applying case-based reasoning to cold forging process planning, Journal of Materials processing Technology 112, 12-16.

    Yoon, Y., and A. D. Acree, 1993, Development of a Case-Based Expert System: Application of a Service Coordination Problem, Expert Systems with Applications 18, 215-219.

    Zadeh, L.A., 1965, Fuzzy Sets, Information and Control 8, 338-353.

    Zadeh, L.A., 1975, The concept of linguistic variable and its application to approximate reasoning, Part 1, 2, 3, Information Science, 8, 199-249; 8 , 301-357; 9, 43-80.

    Zhong, L., 2001, A Critical Literature Review of Case-Based Reasoning, Thesis, Department of Education, Concordia University, Canada.

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