研究生: |
陳弇方 Yan-fang Chen |
---|---|
論文名稱: |
發展一流程導向本體論支援風險管理-以工廠佈置為例 Developing a Process-Oriented Ontology to Support the Risk Management -An Example of Plot Plan |
指導教授: |
歐陽超
Chao Ou-Yang |
口試委員: |
王孔政
Kung-Jeng Wang 阮業春 Yeh-Chun Juan |
學位類別: |
碩士 Master |
系所名稱: |
管理學院 - 工業管理系 Department of Industrial Management |
論文出版年: | 2011 |
畢業學年度: | 99 |
語文別: | 中文 |
論文頁數: | 90 |
中文關鍵詞: | 風險管理 、EPC 、流程知識 、本體論 、敘述邏輯 、SWRL |
外文關鍵詞: | Risk Management, EPC, Process Knowledge, Ontology, Description Logic, SWRL |
相關次數: | 點閱:275 下載:1 |
分享至: |
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由於風險管理為專案執行過程中相當重要的一環,其目的在於降低負面的風險、成本、影響等問題。而風險所引發的問題若處理得當,除可降低程序中的傷害,亦可儲存為一流程知識並於日後妥善運用。然而,風險管理程序中所涵蓋之流程知識是相當繁複的,如何有效率的辨識、評估及回應風險,為本研究之核心所在。
本研究欲發展一個「流程導向本體論」,結合EPC、本體論以及敘述邏輯的詮釋,用以表達風險管理中的流程知識,並於Protege建置目標本體,而為使風險管理的流程知識充分且完善的表達,本研究基於SWRL的Rule-Based Reasoning,以彌補知識本體論無法有效表達規則化的知識內容,透過SWRL的規則描述,可使領域本體能具語意,並藉此推導出模型中的流程知識,以達到知識的分享與再利用的功能。
另一方面,由於專案活動性質的差異亦會影響風險項目知識的評估數值,因此,本研究基於流程導向本體論支援風險管理程序,設計一系統介面以讀取本體知識庫中的領域知識與規則,用以提供使用者進行數值選填與計算,並顯示出知識庫中符合規定的風險項目。
Risk Management (RM) is one of the most important processes in the project, which reduces the impacts of the negative risks, costs, influences and other problems. However, RM is a complicated knowledge that problem is how to identify, assess, and response the risks effectively. The research proposes a process-oriented ontology to solve those issues.
This study develops a “Process-Oriented Ontology”, composed by EPC (Event-driven process chain), ontology and description logic (DL) to define and express process knowledge. Furthermore, the domain Ontology implements by Protege. For achieving the main purpose of RM, we apply Semantic Web Rule Language (SWRL) to build rule-based reasoning to rectify the shortcoming of ontology in describing rules. In order to achieve knowledge sharing and reusing on domain Ontology, it derives from the process knowledge with SWRL.
In addition, every project has different risk weights of the assessment by its exclusive character. Therefore, we design a user interface on risk management system for reading the domain ontology and rule base that provides the optimal numerical calculation and the required process knowledge of risk management.
【1】Zhi, H., “Risk management for overseas construction projects,” International Journal of Project Management, Vol.13, No.4, pp.231-237, 1995.
【2】Redmill, F., “Risk analysis-a subjective process,” Engineering Management Journal, Vol.12, No.2, pp.91-96, 2002.
【3】Shen, L. Y., “Project risk management in Hong Kong,” International Journal of Project Management, Vol.15, No.2, pp.101-105, 1997.
【4】PMBOK(A Guide to the Project Management Body of Knowledge, 4th), Project Management Institute, 2008.
【5】Hallikas, J., and Virolainen, V. M., “Risk analysis and assessment in network environments: A dyadic case study,” International Journal of Production Economics, Vol78, No.1, pp.45-55, 2002.
【6】Kwak, Y. H., and Stoddard, J., “Project risk management: lessons learned from software development environment,” Technovation, Vol.24, No.11, pp.915-920, 2004.
【7】Ebrahimnejad, S., and Mousavi, S. M., “Risk identification and assessment for build-operate-transfer projects: A fuzzy multi attribute decision making model,” Expert Systems with Applications, Vol.37, No.1, pp.575-586, 2010.
【8】Aalst van der, W. M. P., “Formalization and verification of event-driven process chains,” Information and Software Technology, Vol.41, No.10, pp.639-650, 1999.
【9】Dong, T., Cai, H., and Xu, B., “A business process modeling approach based on Semantic Event-driven Process Chains,” Computer Supported Cooperative Work in Design (CSCWD), 14th International Conference on, 2010.
【10】Stefanov, V., List, B., and Schiefer, J., “Bridging the gap between data warehouses and business processes: a business intelligence perspective for event-driven process chains,” IEEE, EDOC Enterprise Computing Conference, 2005.
【11】Stefanov, V., and List, B., “A performance measurement perspective for event-driven process chains,” Expert Systems Applications, 2005.
【12】Cuntz, N., and Kindler, E., “On the Semantics of EPCs: Efficient Calculation and Simulation,” Business Process Management, Vol.3649, pp.398-403, 2005.
【13】Peters, L., and Peters, J., “Using IDEFO for Dynamic Process Analysis,” IEEE International Conference on Robotics and Automation, 1997.
【14】Basu, A., Blanning, R. W.,“WorkFlow Analysis,”Information Systems Research, 2000.
【15】Kim, S.H., and Jang, K.J., “Designing performance analysis and IDEF0 for enterprise modelling in BPR,” International Journal of Production Economics, Vol.76, No.2, pp.121-133, 2002.
【16】Kunlin, Z., and Gang, R., “Study of supply chain monitoring system based on IDEF method,” Logistics Systems and Intelligent Management, International Conference, 2010.
【17】Tang, W. X., and Xu, Y. Y., “A Production Process Mixed Modeling for Marine Diesel Engine Based on IDEF0 and Petri Net,” Information Science and Engineering, 2008.
【18】Zhao, Y.P., and Zheng, H.Z., “Modeling and simulation for Equipment support system based on IDEF Method,” Computer Application and System Modeling, International Conference, 2010.
【19】Dijkman, R. M., Dumas, M., and Ouyang, C., “Semantics and analysis of business process models in BPMN,” Information and Software Technology, Vol.50, No.12, pp.1281-1294, 2008.
【20】Effinger, P., Siebenhaller, M., and Kaufmann, M., “An Interactive Layout Tool for BPMN,” IEEE Conference on, Commerce and Enterprise Computing, 2009.
【21】Yipeng, J., Hailong, S., Xudong, L., Jin, Z., and Shangda, B., “A Decentralized Framework for Executing Composite Services Based on BPMN,” Future Computing, Service Computation, Cognitive, Adaptive, Content, Patterns, 2009.
【22】Ramesh, B., and Tiwana, A., “Supporting Collaborative Process Knowledge Management in New Product Development Teams,” Decision Support Systems, Vol.27, pp.213-235, 1999.
【23】Zheng, L, Y., Dong, H, F., Vichare, P., Nassehi, A., and Newman, S, T., “Systematic modeling and reusing of process knowledge for rapid process configuration,” Robotics and Computer-Integrated Manufacturing, Vol.24, No.6, pp.763-772, 2008.
【24】Uschold, M., and Grueninger, M., “Ontologies: Principles, Methods and Applications,” Knowledge Sharing an Review, Vol.11 No.2, 1996.
【25】Noy, N.F., M. Sintek., Decker, M., Crubezy, R. W., Fergerson, and M. A. Musen., “Creating Semantic Web contents with Protege-2000,” IEEE, Vol.16, No.2, pp.60-71, 2001.
【26】Kim, H.M., Fox, M.S., and Gruninger, M., “An ontology for quality management — enabling quality problem identification and tracing,” Vol.17, No.4, 1999.
【27】Guarino, N., Oberle, D., and Staab, S., “What Is an Ontology? ,” Handbook on Ontologies, Second Edition, 2008.
【28】JeffZ, P., “Description Logics: Reasoning Support For The Semantic Web,” School of Computer Science, 2004.
【29】Xenia, F., Sudarsan, R., Mahesh, M., Steven, J.F., and Ram, D.S., An Evaluation of Description Logic for the Development of Product Models, NISTIR 7481, 2008.
【30】Lee, J., and Chae, H., “Design of product ontology architecture for collaborative enterprises,” Expert Systems with Applications, Vol.36, No.2, pp.2300-2309, 2009.
【31】Chen, Y.J., Chen, Y.M., and Chu, H.C., “Ontology-based product”, Expert Systems with Applications, pp.2759–2779, 2009.
【32】Liu, O., and Ma, Jian., “A multilingual ontology framework for R&D project management systems,” Expert Systems with Applications, Vol.37, pp.4626–4631, 2010.
【33】Staab, S., Schnurr , H.P., Studer, R., and Sure, Y., “Knowledge Processes and Ontologies,” IEEE Intelligent Systems, Vol.16, No.1, pp. 26-34, 2001.
【34】Goix, L.W., Valla, M., Cerami, L., and Falcarin, P., “Situation Inference for Mobile Users: A Rule Based Approach. Mobile Data Management,” International Conference on 1-1, pp.299 – 303, 2007.
【35】Christopoulou, E., Goumopoulos, C., and Kameas, A., “An ontology-based context management and reasoning process for UbiComp applications,” In Proceedings of the Joint sOc-EUSAI'2005 Conference, pp.265-270, 2005.
【36】Zhao, W. and Liu, J. K., “OWL/SWRL representation methodology for EXPRESS-driven product information model: Part I. Implementation methodology,” Computers in Industry Vol.59, No.6, pp.580-589, 2008.
【37】Chen, K., and Chen, Y. H., “Developing guideline-based decision support systems using protege and jess,” Computer Methods and Programs in Biomedicine, 2010.
【38】Mathias, W., Buniness Process Management Concepts, Languages, Architectures, 1998.
【39】Giuseppe, D. G., and Maurizio, L., “TBox and ABox Reasoning in Expressive Description Logics,” AAAI Association for the Advancement of Artificial Intelligence, 1996.
【40】Taboada, M., and Martinez, D., “Experiences in reusing knowledge sources using Protege and PROMPT,” International Journal of Human-Computer Studies, Vol.62, No.5, pp.597-618, 2005.
【41】林信成., “驗證以OWL和SWRL為基礎的監控系統,” 國立中正大學, 資訊工程研究所, 2010.
【42】陳致琦, “以本體論及語意網路規則語言為基礎建置代理人審計知識之研究-以銷貨交易知識為例,” 國立中正大學, 會計與資訊科技研究所, 2008.
【43】戚玉樑, “以本體技術為基礎的知識庫建置程序及其應用,” 中央警察大學, 資訊學報, Vol.5, No.2, 2005.
【44】Delphi, G., “The Language of Knowledge,” http://www.delphigroup.com. 2004.