| 研究生: |
吳岳松 Wu, Yueh-sung |
|---|---|
| 論文名稱: |
顧客需求為基之參考設計擷取技術研發 Development of Technology for Customer Requirement-based Reference Design Retrieval |
| 指導教授: |
陳裕民
Chen, Yuh-Min |
| 學位類別: |
碩士 Master |
| 系所名稱: |
電機資訊學院 - 製造工程研究所 Institute of Manufacturing Engineering |
| 論文出版年: | 2004 |
| 畢業學年度: | 92 |
| 語文別: | 中文 |
| 論文頁數: | 71 |
| 中文關鍵詞: | 知識擷取 、知識管理 、工程設計 |
| 外文關鍵詞: | knowledge management, engineering design, Knowledge retrieval |
| 相關次數: | 點閱:49 下載:2 |
| 分享至: |
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工程設計為一知識密集之流程,其主要活動包括概念設計、細部設計、工程分析、組裝分析、流程設計以及執行評估。每一活動之執行與完成均需使用到不同層次的工程知識與經驗。這些工程知識與經驗是否能夠有效且即時的分享,對於產品開發時程、成本、品質以及產品的市場競爭力均會造成莫大之影響。因此,有效的提供工程設計人員不同層次之知識擷取模式 (包括顧客需求為基之知識擷取模式、產品功能需求為基之知識擷取模式、功能特徵為基之知識擷取模式以及工程規格為基之知識擷取模式),使得產品資訊與工程知識能有效地被分享與運用,以提昇產品開發與設計之效率,實為工程知識管理活動重要關鍵之一。
本研究之主要目的在發展一以顧客需求為基之參考設計擷取技術,以協助工程設計人員能依據「顧客需求」之描述從歷史設計案例庫中找尋到最近似之歷史設計案例,以供設計參考,進而協助縮短設計時程與提高設計效率。
Engineering Design is a knowledge intensive process, including conceptual design, detailed design, engineering analysis, assembly design, process design, and performance evaluation. Each of these tasks involves various aspects of knowledge and experience. Whether this knowledge and experience can be effectively shared is a key factor for increasing product development capability and quality, and also for reducing development cycle time and cost. Consequently, offering engineering designers various query models for retrieving engineering knowledge is one of the most important tasks in engineering knowledge management. Meanwhile, the query models for retrieving engineering knowledge include customer requirement-based knowledge retrieval, functional requirement-based knowledge retrieval, functional feature-based knowledge retrieval, and engineering specification-based knowledge retrieval.
The objective of the research is to develop a technology for customer requirement-based reference design retrieval to provide engineering designers with easy access to relevant design and other knowledge based on the description of customer requirements.
The results of this study will enable product information and engineering knowledge sharing in engineering design and subsequently reduce development cycle time and ultimately increase design efficiency.
中文部分
[1]李天祥,” 以模糊語意塑模法萃取決策知識之研究,” 國立高雄第一科技大學資訊管理研究所碩士論文, June, 2002.
[2]林明錦,”利用資訊擷取的方法來尋找生物醫學中基因與疾病的關係,”台北醫學大學學資訊研究所碩士論文,June,2002
[3] Nancy M. Dixon,”知識共享型組織,”李淑華譯
[4]陳光華,”資訊的組織與擷取,”國立台灣大學圖書館學系,2000
[5]陳光華,“ 資訊檢索查詢之自然語言處理,”國立台灣大學圖書館學系,2001
[6]陳育仁,“企業系統開發與導入之知識管理方法與系統架構研發,”國立成功大學製造工程研究所, 2001.
[7]郭炳宏 and 黃弘毅,“案例式推理法應用於產品開發知識整合之研究-以產品設計概念發展階段為例,”Conference on Technology and Management, 2001
[8]曾元顯, ”關鍵詞自動擷取技術與相關詞回饋,“ 中國圖書館學會會報 59 期,Nov. 4, 1997.
[9]楊哲彥,”協同式知識管理系統架構設計”,國立成功大學製造工程研究所碩士論文,2002.
[10]楊慧玲,” 模糊語意變數計分之模擬研究,”國立台中師範學院教育測驗統計研究所,June,2002.
[11]劉俊昇,” 新產品開發階段之產品特性設計-以反光材料為例,”國立中央大學工業管理研究所碩士論文,July , 2001
[12]劉常勇,” 幾個有關知識管理議題之初探,”,1999.
[13]顏綏倫,“ 應用個案式推理法於造形設計套用之研究,”國立成功大學工業設計研究所碩士論文Junr,2000.
[14]勞秉誠,”智慧性企業資訊擷取分析及管理系統之研究,”國立暨南大學碩士論文,June, 2001.
[15]賴育昇,”自然語言處理於網際網路常用問答集檢索之研究,”國立成功大學資訊工程研究所博士論文,June, 2002.
[16]戴家豪,“應用模糊相似度決策模式以輔助電子商店之購物問題,”逢甲大學工業工程研究所碩士論文,June,2002.
英文部分
[17] Agnar Aamodt et Enric Plaza.,” Case-based reasoning:Foundational issues, methodological variations,and system approaches,” AICom, 7(1):39–59, 1994.
[18] Abdul-Rahman, K.H.; Shahidehpour, S.M.; Daneshdoost, M,” AI approach to optimal VAr control with fuzzy reactive loads,” Power Systems, IEEE Transactions on , Volume: 10 Issue: 1 , Feb, pp.88 –97, 1995.
[19] Cowie, J.and Lehnert, W, “ Information Extraction,” Communications of the ACM 39(1), pp.80–91, 1996.
[20] Church, K.W, “A Stochastic Parts Program and Noun Phrase Parser forUnrestricted Text,” Proceeding of the Second Conference on Applied Natural Language Processing,pp.136-143, 1988.
[21] Cardie, C, “A Case-Based Approach to Knowledge Acquisition for Domain-Specific Sentence Analysis,” InProceedings of the Eleventh National Conference onArtificial Intelligence, 798-803. Menlo Park, CA American Association for Artificial Intelligence, 1993.
[22] Califf, M. E.and Mooney, R. J, “Relational Learning of Pattern-Match Rules for Information Extraction,” InProceedings of the ACL Workshop on Natural LanguageLearning, 9-15. Somerset, NJ: Association forComputational Linguistics, 1997.
[23] Choi, Y.; Krishnapuram, R, “A fuzzy-rule-based image enhancement method for medical applications,” Computer-Based Medical Systems, 1995. Proceedings of the Eighth IEEE Symposium on pp.75 -80 , 9-10 June, 1995.
[24] Cross, N. and Jones, J.C.,”The Engineering Design Process,”pp.3,1993
[25]Cockshoot, D.W., Engineering data management for concurrent engineering globally, Computing & Control Engineering Journal, Volume: 7, Issue: 2, Page(s): 69 – 74, 1996.
[26] Chen Yuh-Min, Liand Ming-Wu, Design and implementation of a collaborative engineering information system for allied concurrent engineering. Int. J. of Computer Integrated Manufacturing, Volume: 13, No. 1, Page(s): 11-30, 1999.
[27] Chen Yuh-Min, Zan Yen-Dau, Enabling allied concurrent engineering through distributed engineering information management, Robotics and Computer-Integrated Manufacturing, Volume: 16, Page(s): 9-27, 2000.
[28] Chen Yuh-Min, Shen Chung-Yen, Shr Wei-Shin, Holonic engineering data management framework for allied concurrent engineering, Journal of Concurrent Engineering: Research and Applications, Special issue on Concurrent Engineering (CE) and Communication. In press.
[29] Eric Brill, “Transformation-Based Error-Driven Learning and Natural Language Processing ; A Case Study in Part of Speech Tagging,” 1995.
[30] Eric Brill, “A simple rule based part-of-speech tagger,” In Third Conference on Applied Natural Language Processing, pp.152-155, Trento, Italy, 1992.
[31] French, M.J.,”Conceptual Design for Engineers,” The Design Council, London, 1985.
[32] Garrity, Edward J and Siplor, Janice C,” Multimedia as a vehicle for knowledge modeling in expert system,” Expert system with application, Vol.7, No.3, pp. 397-406, 1994
[33] Hindle, D, “User Manual for Fidditch, A Deterministic Parser,” Naval Research Laboratory Technical Memorandum 7590-142,Naval Research Laboratory, Washington, D.C, 1983.
[34] Homer, G.R., Thompson, D.M., Deacon, M., A distributed document management system, Computing & Control Engineering Journal, Volume: 13, Issue: 6, Page(s): 315 – 318, 2002.
[35] Laurie Anne Whitt, “Biocolonialism and the Commodification of Knowledge,” Science as Culture, Vol. 7 No.1, pp.33-67, 1997.
[36] MUC-7 Information Extraction Task Definition
http://www.itl.nist.gov/iad/894.02/related_projects/muc/proceedings/muc_7_toc.html
[37] Manaris, B.Z, “Natural language processing tools and environments: the field in perspective Tools with Artificial Intelligence,” Proceedings., Sixth International Conference on , 6-9 Nov, pp.228, 1994.
[38] O'Leary, D.E., Enterprise knowledge management, Computer, Volume: 31, Issue: 3, Page(s): 54 – 61, 1998.
[39] Polanyi, M, “Tacit Knowledge,” Chapter 7 in Knowledge in Organizations, Laur-ence Prusak, Editor. Butterworth-Heinemann: Boston, 1997
[40] Patten, T. and Jacobs, P, “Natural-language processing,” Expert, IEEE [see also IEEE Intelligent Systems] Volume: 9 Issue: 1 , Feb, pp.35, 1994.
[41] Ruppel, C.P., Harrington, S.J., Sharing knowledge through intranets: a study of organizational culture and intranet implementation, Professional Communication, IEEE Transactions on, Volume: 44, Issue: 1, Page(s): 37 – 52, 2001.
[42]Ralph Grishman , ”Information Extraction: Techniques and Challenges “SCIE-97. 1997.
[43] Reay, D.S. and Mirkazemi-Moud, M.; Williams, B.W, “On the appropriate uses of fuzzy systems: fuzzy sliding mode position control of a switched reluctance motor,”Intelligent Control, 1995, Proceedings of the 1995 IEEE International Symposium on 27-29 Aug, 1995.
[44] Schank, R and Abelson,R (Eds.), Scripts, Plans, Goal and Understanding Erlbaum, Hillsdale, NJ, 1977
[45] Sowa, J. F., Conceptual structures: Information processing in mind and machine, IBM Systems Research Institute, NY, 1984.
[46] Tepfenhart, W. M., Dick, J. P., Sowa, J. F., Conceptual structures: Current practices, International Conference on Conceptual Structures, 1994.
[47] Thomas H.Davenport and Laurence Prusak, ”Mastering the Information and Knowledge Environment,”1997.
[48] Xiaobo Yuan and Zhongxiong He, “Fuzzy extension information and intelligent transportation management-control system,” Intelligent Control and Automation, Proceedings of the 4th World Congress on , Volume: 2 , 10-14 June,pp.1041 -1045 vol.2, 2002.
[49] Yuh-Min Chen, Yuh-Jen Chen, Ching-Bin Wang, Knowledge refinement for engineeringknowledge management, Submitted to Concurrent Engineering: Research and Applications Journal, 2003.
[50] Zadeh, L.A,” Fuzzy sets,” Information Control 8, 338-353, 1965.
[51] Zadeh, L.A, “The roles of soft computing and fuzzy logic in the conception, design and deployment of intelligent system,” Circuits and Systems, 1996., IEEE Asia Pacific Conference on , 18-21 Nov, pp.3 –4,1996.