• 제목/요약/키워드: Knowledge Management Architecture

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The Current Status and Direction in Knowledge Management Architecture (지식관리 아키텍처의 현황과 방향)

  • Rieh, Hae-Young
    • Journal of Information Management
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    • v.36 no.1
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    • pp.103-124
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    • 2005
  • This paper investigates knowledge management architecture which is related to the efficient storage, search, and retrieval of knowledge. It is important considerations that should be taken account in any knowledge management system. This study reviews literature and practices of the theory of current status of knowledge management architecture (KMA). Based on the review of the current practice, the characteristics and emphasis of the KMA applications are identified. It tries to suggest how the KMA should facilitate for effective and desirable directions of the KMA.

WEB-BASED CONSTRUCTION KNOWLEDGE MANAGEMENT PORTAL

  • Youjin Jang;Moonseo Park;Hyun-Soo Lee
    • International conference on construction engineering and project management
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    • 2011.02a
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    • pp.487-492
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    • 2011
  • As a knowledge-based economy is emerging, knowledge management (KM) is being rapidly disseminated in both academic circles and the business world. Accordingly, how to effectively manage knowledge is vital to the survival and advance of a company, particularly in project-based industries such as construction. For these reasons, construction companies have adopted IT-based Knowledge management systems (KMS), which is the technology platform and infrastructure that an organization employs to support knowledge management. However, many construction companies have spent resources on developing a KMS that only focus on codification. Furthermore, small and medium-sized companies have limited resources to afford extensive investments. This research addresses the problems found in the current KMS and develops a web-based construction knowledge management portal (CKMP). To achieve these objectives, a case study is conducted and requirements for implementing KM are identified. Based on the identified requirements, this paper builds CKMP using Expert Index (EI), blog, ontology based knowledge retrieval, and wikiblog. The most important functionality of CKMP is their fundamentals to synchronize and support KM process. In order to validate the CKMP, a pilot test with actual users is conducted, and the usability of the system is compared with the current systems. This study is relevant to both the construction industry and academia, as it provides a means of enhancing the performance of KM.

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A Study on the Semantic Web enabled Knowledge Management System Architecture (시맨틱 웹 기술을 적용한 지식관리시스템 아키텍처에 관한 연구)

  • 전종홍;이원석;이강찬
    • The Journal of Society for e-Business Studies
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    • v.8 no.4
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    • pp.183-205
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    • 2003
  • There have been various attempts of Knowledge Management System in order to effectively support Knowledge Process and to manage a wide variety of unstructured knowledge. However, Knowledge Management System basically has some significant weakness for searching knowledge, extracting information and maintenance, and some difficulties to integrate such various knowledge resources. Several studies had been conducted to overcome these weaknesses and to improve the method of knowledge management. The purpose of this study is 1) to examine the effectiveness of Semantic Web Technology that has a great attention lately; whether it is useful to overcome the weaknesses, and 2) to review its strong points and some future uses. Further, differences of Semantic Web Technology compared to existing Knowledge Management System Architecture are reviewed. Finally, a new Semantic Web Enabled KMS Architecture is proposed. Also some prospects for future market direction are suggested.

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Quality Management Study of Weapon System using Ontology (Ontology를 활용한 무기체계 품질경영 연구)

  • An, Youngjun;Seo, Yoonho
    • Journal of Korean Society for Quality Management
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    • v.44 no.4
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    • pp.735-749
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    • 2016
  • Purpose: This study is addressing the establishment of the knowledge information system supplying the quality management of weapon system. It is going to support the continuous quality management through the linkages and integration between the product structure and the quality information. Methods: The interrelated relationship of the product structure information and quality information of weapon system would be expressed explicitly by taking advantage of the ontology concept. The quality information of distributed systems would be integrated through the SOA(Service Oriented Architecture)-based Web services. After defining the inference rules, which could be utilized in the quality management, in the constructed knowledge information system, the quality information would be inferred through the queries. Results: By building the integrated quality information knowledge system through the ontology and SOA, the connectivity between the product structures and dispersed quality information was enhanced. The utility and applicability of this study were checked up through the inferences on the products and quality information by using the information built by the semantic relationship of facts. Conclusion: We established the knowledge and information system as a systematic approach to support the quality management of weapon system. This is not affected by the organizations and systems, and it seems that it could be utilized across the quality management as the efficient knowledge sharing architecture supporting the quality management of weapon systems in the aspect of the product integration.

A Knowledge Sharing Architecture for Decision Making under the Intranet Environment (인트라넷 기반의 의사결정을 위한 지식 공유 아키텍쳐)

  • Youn, Young-Soo;Suh, Eui-Ho;Lee, Weon-Chang
    • Asia pacific journal of information systems
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    • v.9 no.4
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    • pp.89-106
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    • 1999
  • Intranet is information technology for information sharing and collaborative work in geographically dispersed organizations, and has clear potentials to combine with other information technologies such as data warehousing and knowledge management. Data warehousing make it possible that the data stored for business analysis can most effectively be accessed by separating it from the data in the operational systems, and knowledge management is the paradigm to make the enterprise realize the best value of its knowledge assets, This paper is to suggest an architecture of knowledge sharing to combine knowledge management with data warehouse under the Intranet environment for the purpose of achieving the competitive advantages through the effective decision making in the modern companies, This paper also addresses the steps to implement this architecture.

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Development of Data Mining Tool for the Utilization of Shipbuilding Knowledge based on Genetic Programming (조선설계에서의 데이터 해석 및 활용을 위한 데이터 마이닝 도구 개발)

  • Lee, Kyung-Ho;Park, Jong-Hoon;Choi, Young-Bok;Jang, Young-Hoon;Oh, June
    • Journal of the Society of Naval Architects of Korea
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    • v.43 no.6 s.150
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    • pp.700-706
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    • 2006
  • As development of information technology, companies stress the need of knowledge management. Companies construct ERP system including knowledge management. But, it is not easy to formalize knowledge in organization. They experience that constructing information system help knowledge management. Now, we focus on engineering knowledge. Because engineering data contains experts' experience and know-how in its own, engineering knowledge is a treasure house of knowledge. Korean shipyards are leader of world shipbuilding industry. They have accumulated a store of knowledge and data. But, they don't have data mining tool to utilize accumulated data. This paper treats development of data mining tools for the utilization of shipbuilding knowledge based on genetic programming(GP).

Knowledge sharing and using on Community of Practice in construction industry: An Identifying Stimulate Model

  • BAE, Inyoung;PARK, Moonseo;LEE, Hyun-Soo;SONG, Kwonsik;BAE, Youngkyun
    • International conference on construction engineering and project management
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    • 2015.10a
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    • pp.654-655
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    • 2015
  • In construction industry, while requiring advanced knowledge of technicians through a long experience, there is a problem with the tacit knowledge is not carried on the inner organization. Recent technological developments allow sharing and application of the tacit knowledge while technology tools use the CoP(Community of Practice) that mainly interacts between people. Clearly, the most consideration in stimulating CoP is the circulation of knowledge, namely the willingness to share and use knowledge with others. It is then important to explain why individuals factors to share and use knowledge with others when they have a choice. In this paper, we would like to report to find out about factors whether people are actually sharing and using the knowledge obtained in CoP. The results help to analyze which factors are influenced to be a successful CoP in construction industry. The implications for theory and future research direction are discussed.

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Development of Enhanced Data Mining System for the knowledge Management in Shipbuilding (조선기술지식 관리를 위한 개선된 데이터 마이닝 시스템 개발)

  • Lee, Kyung-Ho;Yang, Young-Soon;Oh, June;Park, Jong-Hoon
    • Proceedings of the Korea Committee for Ocean Resources and Engineering Conference
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    • 2006.11a
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    • pp.298-302
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    • 2006
  • As the age of information technology is coming, companies stress the need of knowledge management. Companies construct ERP system including knowledge management. But, it is not easy to formalize knowledge in organization. we focused on data mining system by using genetic programming. But, we don't have enough data to perform the learning process of genetic programming. We have to reduce input parameter(s) or increase number of learning or training data. In order to do this, the enhanced data mining system by using GP combined with SOM(Self organizing map) is adopted in this paper. We can reduce the number of learning data by adopting SOM.

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Design of PKMS(Process based on KMS) System Architecture for Public Organization Utilizing Integration of Business Process Management & Knowledge Management (업무프로세스관리-지식관리의 통합을 이용한 공공업무에 효과적인 지식기반 업무처리시스템 구축)

  • Jee, Sung-Hyun
    • The KIPS Transactions:PartD
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    • v.15D no.5
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    • pp.705-712
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    • 2008
  • Recently, interests in the notion of PKMS(Process based on Knowledge Management System) utilizing BPMS(Business Process Management System) and KMS(Knowledge Management System) have been significantly increased. Specially, most public organizations require their own effective knowledge management strategies since public business service needs various knowledge types. Based on a comprehensive framework that reflects lifecycle requirements of KMS and BPMS, we propose an PKMS system architecture, which performs step-by-step knowledge-providing strategy in public organization. To propose a PKMS architecture, this paper first investigates inter-relationships between public business and various knowledge types, and classifies knowledge types into three groups and then we suggest knowledge management strategies considering priority order among knowledge groups. Based on the proposed knowledge management, a PKMS system architecture can combine the advantages of the KM and BPM paradigms. This paper presents the PKMS system applied to employment insurance business part in real environment and demonstrated the advantages via inter-relationships between KM and BPM requirements.

APPLICATION OF KNOWLEDGE MANAGEMENT IN BUILDING AUTOMATION SYSTEM: A CASE STUDY OF SIX BUILDINGS IN KUALA LUMPUR

  • Nurul Afida Isnaini Janipha;Hamimah Adnan;Fadzil Hassan
    • International conference on construction engineering and project management
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    • 2007.03a
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    • pp.672-683
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    • 2007
  • The rapid development of Kuala Lumpur has seen numerous new and high-rise buildings introducing Building Automation System (BAS). Whilst effective application of Knowledge Management (KM) within BAS is the pre-requisite for the achievement of optimum BAS performance, there has been little research undertaken to investigate if have been the case. This paper presents a research undertaken to get a view of how KM applies in BAS in six (6) selected case-study buildings in Kuala Lumpur, all operating with the 'one-system' M&E workstation control BAS. The emergent findings positively suggest that adequate KM approaches were employed within their BAS management processes, but further studies would be necessary to determine the extent of their application and effectiveness.

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