• 제목/요약/키워드: Knowledge-based Design Management

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Development of Knowledge Code Converter for Design Knowledge Management

  • Nomaguchi, Yutaka;Shimomura, Yoshiki
    • International Journal of CAD/CAM
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    • 제5권1호
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    • pp.83-90
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    • 2005
  • This is a report on a new methodology to manage design knowledge by utilizing a knowledge-based CAD and a prototype system named $C^3$ (Cubic; CAD knowledge Code Capacitor), which is being developed using our methodology. $C^3$ facilitates (i) the automatic generation of a knowledge code for a knowledge-based CAD by processing design documents written in the format near the natural language, such as English or Japanese, and (ii) automatically generation of a design document written in the format near the natural language from the knowledge code. The features of the system facilitate document-based design knowledge management which reduces the designer's load to encode and maintain design knowledge, because it is easier for a designer to treat a natural language description than a coded description.

웹 데이터 마이닝과 지식경영 프레임웍을 통한 지식-기반 디자인 패러다임 구축 (The Knowledge-Based Design Paradigm through Web Data Mining and Knowledge Management Framework)

  • 양종열
    • 디자인학연구
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    • 제15권4호
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    • pp.159-168
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    • 2002
  • 세계는 지식정보사회(knowledge information society)에 돌입하였다. 정보기술은 지식경영을 등장시킨 요인중의 하나이며 지식경영발전을 가속화시키는 원동력이라고 볼 수 있다. 그리고 최근 정보기술과 인터넷은 눈부신 발전을 해오고 있다. 따라서 본 연구는 급변하는 디지털 환경하의 방대한 인터넷 데이터에서 웹 데이터 마이닝을 통해 고객에 대한 숨겨진 지식을 창출하고, 그 지식을 지식경영프레임웍에 적용한 지식-기반디자인 패러다임을 구축하여 디지털 환경에서 실시간에 고객에 대한 유용한 지식을 창출하여 고객의 욕구를 충족시키는 디자인을 개발 할 수 있도록 하는데 목적이 있다. 연구의 목적을 달성하기 위해 먼저 이론적 고찰에서 지식경영프로세스와 웹 데이터 마이닝에 관련된 다양한 사전 연구들을 살펴보고 지식경영프로세스와 웹 데이터 마이닝을 결합하여 새로운 지식-기반 디자인 패러다임(본 연구에서는 웹 데이터 마이닝과 지식경영프로세스가 통합하여 구현된 진정한 의미의 eCRM을 지식-기반 디자인패러다임이라 칭한다)을 제안한다.

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지식 기반 사출 금형 설계시스템 구조 (On the Structure of a Knowledge-Based Mold Design System)

  • 강무진;엄광호;김태수
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2005년도 추계학술대회 논문집
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    • pp.119-123
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    • 2005
  • Mold design is a knowledge-intensive decision making process where product designer, injection molding engineer as well as mold designer affect each other. Representation and management of design knowledge is a prerequisite for an intelligent design system, which aims to guide and support designer to carry out design activity in more efficient way by avoiding or minimizing unnecessary trial and errors. This paper discusses the issues in knowledge-based mold design, and describes the structure of a knowledge-based mold design system fur parts with micro features under development.

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Using Features as the Knowledge Carrier for Cross Company Collaboration and Change Management - A design methodology for compressing lead-time from plastic part design to mold making

  • Zengzhi, Li;Qinrong, Fu;Feng, Lu Wen;Bin, Song
    • International Journal of CAD/CAM
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    • 제3권1_2호
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    • pp.43-50
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    • 2003
  • This paper presents a methodology in which the knowledge of design intents and change requests is communicated unambiguously cross collaboration partners through features. The domain of application is focused on the plastic part design for enabling effective collaboration between the product design and plastic mold making. The methodology takes the feature-based design approach and allows design features and knowledge to be reused in plastic injection mold design. It shortens the mold design lead-time, reduces mold design efforts, and enables unambiguous and fast design change management between product and mold designers. These contribute to the reduction of product development cycle time.

EFFECTS OF ADOPTING KMS BASED BUSINESS PROCESS MANAGMENT IN DESIGN COMPANIES IN KOREA

  • Jin-Won Hwang;Hyung-Won Choi;Doo-Won Hwang;Young-Woong Song;Hyong-Chul Lim;Yoonki Choi
    • 국제학술발표논문집
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    • The 3th International Conference on Construction Engineering and Project Management
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    • pp.1030-1035
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    • 2009
  • The value of intangible assets of a company attracts attention in enterprise management environment drastically changing. Following such a trend, many companies have adopted knowledge management. Especially in construction industry of which success of a project is easily affected by the capacity of various participants and work performers, we may find many cases to which the knowledge managements have been adopted. However, the domestic design companies have tended to be late to introduce the knowledge management or have difficulty in effective use of KMS already constructed. This study suggests KMS based on BPM (Business Process Management) and drives its effects to improve problems mentioned above. We drives the expected effects by studying the existing studies and surveying domestic design companies and suggests Prototype for introducing a real system.

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Synthesis of Machine Knowledge and Fuzzy Post-Adjustment to Design an Intelligent Stock Investment System

  • Lee, Kun-Chang;Kim, Won-Chul
    • 한국경영과학회지
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    • 제17권2호
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    • pp.145-162
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    • 1992
  • This paper proposes two design principles for expert systems to solve a stock market timing (SMART) problems : machine knowledge and fuzzy post-adjustment, Machine knowledge is derived from past SMART instances by using an inductive learning algorithm. A knowledge-based solution, which can be regarded as a prior SMART strategy, is then obtained on the basis of the machine knowledge. Fuzzy post-adjustment (FPA) refers to a Bayesian-like reasoning, allowing the prior SMART strategy to be revised by the fuzzy evaluation of environmental factors that might effect the SMART strategy. A prototype system, named K-SISS2 (Knowledge-based Stock Investment Support System 2), was implemented using the two design principles and tested for solving the SMART problem that is aimed at choosing the best time to buy or sell stocks. The prototype system worked very well in an actual stock investment situation, illustrating basic ideas and techniques underlying the suggested design principles.

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제품개발을 위한 온톨로지 기반 지식 프레임워크 (Ontology-based Knowledge Framework for Product Development)

  • 서효원;이재현
    • 한국CDE학회논문집
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    • 제11권2호
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    • pp.88-96
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    • 2006
  • This paper introduces an approach to ontology-based framework for knowledge management in a product development domain. The participants in a product life cycle want to share the product knowledge without any heterogeneity. However, previous knowledge management systems do not have any conceptual specifications of their knowledge. We suggest the three levels of knowledge framework. First level is an axiom, which specifies the semantics of concepts and relations. Second level is a product development knowledge map. It defines the common domain knowledge which domain experts agree with. Third level is a specialized knowledge for domain, which includes three knowledge types; expert knowledge, engineering function and data-analysis-based knowledge. We propose an ontology-based knowledge framework based on the three levels of knowledge. The framework has a uniform representation; first order logic to increase integrity of the framework. We implement the framework using prolog and test example queries to show the effectiveness of the framework.

디자인에 있어서 지식경영의 도입에 관한 기초연구 (A Basic Study on the Implementation of Knowledge Management for Design)

  • 서홍석
    • 감성과학
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    • 제5권4호
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    • pp.33-43
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    • 2002
  • 세계는 지금 정보화사회를 넘어 지식사회(Knowledge Society)에 돌입하였다. 즉, 지식이 가장 강력한 경쟁력의 원천이 되고 있다. 이러한 환경변화는 디자인에 있어서도 새로운 경영 패러다임을 요구하고 있으며, 지식경영에 대한 체계적인 연구와 실무적 접근이 필요한 시점이라 할 수 있다. 따라서 본 연구는 디자인 분야에 지식경영을 도입하여 디자인적 맥락에서 지식경영에 대한 이론적 체계를 재구축하고, 디자인을 통한 지식창출 패러다임을 제시하고자 하였다. 본 연구의 목적은 디자인에 지식경영을 도입하기 위한 기초 연구로서 디자인에 적합한 지식경영의 이론적 프레임웍을 개발하는 것이다. 이에 본 연구에서는 이론적 고찰로서 지식경영과 지식경영시스템에 관련된 선행 연구들을 살펴보고, 디자인에 적합한 지식경영 도입 방안과 이론적 프레임웍을 제시하였다 또한 지식경영시스템을 크게 디자인 인프라, 지식정보시스템, 의사결정지원시스템, 지식역량으로 구성하였으며, 지식경영시스템의 기술적 특성을 정보기술측면에서 분석하였다.

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Development of Web-based Design Review System for Reliability and Safety Knowledge Management

  • 유이치 오츠카;타카시 유카와;요시하루 뮤토
    • International Journal of Safety
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    • 제9권2호
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    • pp.22-28
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    • 2010
  • This paper describes a web-based design review system as a knowledge management system relating reliability and safety system design. Since people's consciousness for safety and security become sensitive and increases the need of establishing a proactive prevention method for internal failures and relating risks in products. It also means that prevailing tacit knowledge in retired workers, in order to transform them to be easily used to support new system development, become more important. When considering safety and reliability design, at least two data sheet are necessary; Failure Modes and Effects Analyses (FMEA) and Risk Assessment (RA). These two data are practically made separately. However, it includes the concerns that a risk by failures during long-term use may not be noticed. To overcome this insufficiency, a support tool for integrating reliability evaluation and risk assessment data simultaneously is expected to be revealed. The authors have then developed a web-based design review system for reliability and safety system design. The system include various profitable functions; making FMEA and RA sheet, retrieving past data sheet for engineering change management and new product development and web-based discussion to increase the efficiency of discussion. The system is applied to one practical development works in order to demonstrate its effectiveness that is to be made clear by interviewing user's qualitative comment.