• 제목/요약/키워드: Knowledge framework

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프로세스 마이닝과 리엔지니어링을 위한 제어경로 기반 프로세스 그룹 발견 프레임워크와 실험적 검증 (Control-Path Driven Process-Group Discovery Framework and its Experimental Validation for Process Mining and Reengineering)

  • 응웬 탄 하이;김광훈
    • 인터넷정보학회논문지
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    • 제24권5호
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    • pp.51-66
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    • 2023
  • 본 논문에서는 비즈니스 프로세스 모델의 생명주기관리를 지원하는 대표적인 지식발견기술인 프로세스 마이닝과 지식개선기술인 프로세스 리엔지니어링 접근방법을 기반으로 하는 새로운 유형의 프로세스 발견 프레임워크를 제안한다. 또한, 제안된 프레임워크를 기반으로 하는 프로세스 마이닝 시스템을 개발하고, 이를 통한 실험적 검증을 수행한다. 실험적 효과검증에 적용된 프로세스 실행 이벤트 로그를 특별히 프로세스 빅-로그(Process BIG-Logs)라고 정의하고, 분산 비즈니스 프로세스 관리 시스템의 로깅메커니즘과 연계된 조각-실행로그이력들을 클러스터링하는 전처리과정을 거친 마이닝의 입력데이터세트로 활용한다. 결과적으로, 본 논문에서는 구조적 정보제어넷기반 프로세스 마이닝 알고리즘인 ρ-알고리즘을 개선한 제어경로기반 프로세스 그룹 발견 알고리즘과 프레임워크를 설계 및 구현하고, 구현된 시스템을 이용하여 제안한 알고리즘과 프레임워크의 정확성을 실험적으로 검증한다.

그룹웨어를 이용한 지식관리시스템의 구현에 관한 연구 (A Study on the Implementation of a Knowledge Management System Based on Groupware)

  • 신은자
    • 정보관리학회지
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    • 제16권1호
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    • pp.69-87
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    • 1999
  • 이 연구는 조직 내에 존재하고 있는 다양한 지식들을 조직 구성원 전체가 쉽게 이용할 수 있도록 한 지식관리시스템에 관한 것으로, 지식관리시스템의 개념 및 유형을 이론적으로 고찰하였고 지식관리시스템에 응용되고 있는 정보기술을 구체적으로 기술하였다. 지식관리시스템의 한 예로 그룹웨어를 이용해 지식관리시스템을 개발한 KIEP 연구관리시스템을 택하여 개발 경위, 시스템 구성, 개발 성과를 기술함으로써 향후 지식관리시스템을 개발하는데 참조할 수 있도록 하였다. 연구결과 현재의 정보기술만 가지고도 지식관리시스템을 구축하는 데 전혀 부족함이 없으며 일반적으로 지식관리시스템은 조직 구성원의 지식 공유에 매우 효과적인 것으로 나타났다. 그러나 지식 공유의 필요성을 인식하고 지식을 적극 공개하는 조직 문화 형성이 아직 미흡하여 지식관리시스템의 확산에는 다소 시간이 걸릴 것으로 전망되었다.

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공작기계 기본설계를 위한 지능형 설계시스템 개발 (Development of Intelligent Design System for Embodiment Design of Machine Tools(I))

  • 차주헌;박면웅;박지형;김종호
    • 대한기계학회논문집A
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    • 제21권12호
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    • pp.2134-2145
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    • 1997
  • We present a framework of an intelligent design system for embodiment design of machine tools which can support efficiently and systematically the machine design by utilizing design knowledge such as objects(part), know-how, public, evaluation, and procedures. The design knowledge of machining center has been accumulated through interview with design experts of machine tool companies. The processes of embodiment design of machining center are established and represented by the IDEF0 model from the field surveys. We also introduce a hybrid knowledge representation so that the system can easily deal with various and complicated design knowledge. The intelligent design system is being developed on the basis of object-oriented programming, and all parts of a design object, machining center, are also classified by the object-oriented modeling.

지식정보 구축 대가의 개발 : 국가직무표준(National Competency Standards)과의 통합 방안을 중심으로 (A Development of a Framework Cost Estimation Model for the Digital Document Database Construction Projects)

  • 김소정;서용원;손영호
    • 한국IT서비스학회지
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    • 제16권3호
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    • pp.47-65
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    • 2017
  • The reference guide for the cost of establishing the digital documents has been used as a basis for establishing the budget for the construction of the knowledge information resource. However, due to the abolition of the nominal unit price notification in terms of IT projects, it is necessary to conduct research to convert the standard of the current labor force grade standard to the national incompetency standard (NCS). In this study, we investigate and revise the system and contents of the current knowledge information cost estimation model. In specific, i) we conducted gap analysis of cost estimation model and existing NCS model. As the contents conforming for the construction of the knowledge information resource were not adoptable, we define the description of the construction of the knowledge information resource and to identify the core elements of NCS prior to the improvement of the cost model. ⅱ) then we proposed improve the cost model considering integration with newly proposed NCS model for knowledge information construction job. In order to ensure the validity of the application of NCS development and cost estimation model, the experts reviewed relevant contents and made plans for improvement by using experts from supply and demand groups of various fields of national knowledge informatization projects.

Investigation of a management framework for condition assessment of concrete structures based on reusable knowledge and inspection

  • Moodi, Faramarz
    • Computers and Concrete
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    • 제7권3호
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    • pp.249-269
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    • 2010
  • Managing and reusing knowledge in engineering and construction sectors can lead to greater competitive advantage, improved designs, and more effective management of constructed facilities. The use of Information Technology (IT) in design and construction can exploit strategic opportunities for new ways of integration, sharing and facilitating information and knowledge in any field of engineering. The integrating of separate areas of IT can be used to bring a group of experts and specialists in any field of engineering closer together by allowing them to communicate and exchange information and expertise that facilitate knowledge capture, sharing, and reuse. A lack of an advisory management system and a need to marshal all available data in a common format has indicated the need for an integrated engineering computing environment to investigate concrete repair problems. The research described in this paper is based upon an evaluation management system (EMS) which comprising a database management system (REPCON) alongside visualisation technologies and evaluation system (ECON) is developed to produce an innovative platform which will facilitate and encourage the development of knowledge in educational, evolution and evaluation modes of concrete repair. This allows us to create assessment procedures that will allow the current condition of the concrete structure and its components to be expressed numerically using a confidence level (CL) so as to take the best course of action in the repair and maintenance management. The explained rating system, which is related to structural integrity and serviceability of the structure, allows the confidence level to be determined by visual inspection and the descriptive information and pictures taken from an available REPair of CONcrete (REPCON) database.

입원아동 보호자 대상 연구논문 분석-지식체 유형을 중심으로 (Trends in Research on Caregivers Hospitalized Children in Korea-Focus on Knowledge Type)

  • 권인수;서영미;김지연
    • Child Health Nursing Research
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    • 제18권3호
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    • pp.101-108
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    • 2012
  • Purpose: This study was designed to analyze recent trends in research about caregivers of hospitalized children in Korea and to suggest future research directions in this area. Methods: Eighty one studies selected from http://www.kan.or.kr, www.childnursing.or.kr, www.riss4u.net, and www.ndsl.kr published from 1995 to 2011 were used. The analysis framework of concepts was derived from client domain (Kim, 2000) and knowledge type (Kim et al., 2004). Results: In terms of research design, nonexperimental studies (82.7%) were the most frequent, followed by experimental studies (14.8%) and qualitative studies (2.5%). Mothers were the most frequent caregivers, and hospitalization was the most frequent health problem of the children. In terms of categories of the concepts, 35 (39.3%) studies included essentialistic concepts like coping and adaptation, 15 (16.9%) studies included problematic concepts like anxiety and uncertainty, and 39 (43.8%) studies included health-care experiential concepts like educational needs and nursing needs. In term of knowledge types, there were 35 (39.3%) studies of the explanatory knowledge type, 44 (49.5%) descriptive ones, and 10 (11.2%) prescriptive ones. Conclusion: The results indicate that further research is necessary on problematic concepts and prescriptive knowledge types for child health nursing practice which will lead to expanding nursing knowledge.

2015 개정 초등수학 교과서 2학년 곱셈 단원 분석 (A Study on the 2nd Grade Multiplication Units in 2015 revised Elementary Mathematics Textbooks)

  • 김성준
    • East Asian mathematical journal
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    • 제33권4호
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    • pp.353-380
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    • 2017
  • The purpose of this study is to analyze the multiplication units in the elementary school mathematics. In the 2015 revised curriculum, students learn multiplication in $2^{nd}$ grade. The multiplication units is divided into two: multiplication and multiplication facts. In these two units, we mainly analyze situations involving multiplication, models for teaching multiplication, and multiplication strategies for teaching multiplication facts in relation to Subject Matter Knowledge. We called these contents Multiplication Matter Knowledge. We examined the precedent study with regard to multiplication at the elementary mathematics. As results, we prepared an analysis framework for this study. This study was conducted according to qualitative research methods, expecially 'qualitative contents analysis'. The contents here refer to Multiplication Matter Knowledge that can be found in the elementary mathematics textbooks and working books etc. As results of analysis, We can confirm that various multiplication situations and multiplication models are presented in the textbooks. And it has been examined that various multiplication properties are presented in the textbook according to the multiplication strategy levels. We insist elementary school teachers should be aware of these Multiplication Matter Knowledge. This study aims to provide elementary school teachers with basic data in these contexts.

지식공유 촉진을 위한 디지털 미디어 활용능력에 관한 연구 (The Study on the Digital Media Literacy for Knowledge Sharing)

  • 김성희;이형미
    • 정보관리연구
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    • 제40권1호
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    • pp.47-67
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    • 2009
  • 본 연구는 디지털 미디어 환경에서 디지털 리터러시가 가지는 중요성에 대해 인식하고, C대학의 학부생을 대상으로 학생들의 디지털 미디어 기술의 활용능력수준을 측정 한 후 정보공유의 촉진과 디지털 미디어 활용능력과의 관계를 조사 분석하였다. 그 결과 '동영상 및 애니메이션기반 기술 활용능력'은 '정보공유'와 가장 상관관계가 높으며, 다음으로 '그래픽 및 사진', '오디오', '텍스트기반 기술 활용 능력' 순으로 나타났다. 도출된 결과는 대학 내 정보센터에서의 디지털 미디어 활용 교육과 관련된 정책 및 의사결정 마련에 기여할 수 있을 것이다.

MongoDB를 활용한 Jena 프레임워크 기반의 분산 트리플 저장소 구현 (An implementation of MongoDB based Distributed Triple Store on Jena Framework)

  • 안진현;양성권;이문환;정진욱;김응희;임동혁;김홍기
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2015년도 추계학술발표대회
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    • pp.1615-1617
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    • 2015
  • 웹을 통한 데이터 공유에 대한 관심의 증가로 RDF 트리플 형태의 데이터가 폭발적으로 증가하고 있다. 대용량 RDF 데이터를 저장하고 빠른 SPARQL 질의 처리를 지원하는 트리플 저장소의 개발이 중요하다. 아파치 프로젝트 중 하나인 Jena-TDB는 가장 잘 알려진 오픈소스 트리플 저장소 중 하나로서 Jena 프레임워크 기반으로 구현됐다. 하지만 Jena-TDB 의 경우 단일 컴퓨터에서 작동하기 때문에 대용량 RDF 데이터를 다룰 수 없다는 문제점이 있다. 본 논문에서는 MongoDB를 활용한 Jena 프레임워크 기반의 트리플 저장소인 Jena-MongoDB를 제안한다. Jena 프레임워크를 사용했기 때문에 기존 Jena-TDB와 동일한 인터페이스로 사용할 수 있고 최신 표준 SPARQL 문법도 지원한다. 또한 MongoDB를 사용했기 때문에 분산환경에서도 작동할 수 있다. 대용량 LUBM 데이터셋에 대한 SPARQL 질의 처리 실험결과 Jena-MongoDB가 Jena-TDB 보다 빠른 질의 응답 속도를 보여줬다.

Antecedents Affecting Purchase Intention of Green Skincare Products: A Case Study in Vietnam

  • BUI, Thong Quang;NGUYEN, Nhu-Ty;NGUYEN, Khanh Kim;TRAN, Thanh-Tuyen
    • The Journal of Asian Finance, Economics and Business
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    • 제8권3호
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    • pp.1295-1302
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    • 2021
  • The study aims to investigate the antecedents affecting purchase intention in the category of green skincare products. Many studies have used the theory of planned behavior to investigate factors affecting intention to purchase products in general. This paper not only retests the influences of attitude, subjective norm, perceived behavioral control on the intention to buy eco-friendly skincare products but also suggests a new antecedent - environment knowledge of purchase intention. More importantly, this study is the first to propose the moderating effect of country of origin and product knowledge on the relationship between attitude and purchase intention. This study employs a sample of 350 female customers from 18 to 39 years old in Ho Chi Minh City. The research applies the Multiple Linear Regression to analyze the proposed hypotheses in the conceptual framework and results in significant outcomes. The result shows that attitude is the most influential factor then, subjective norm, perceived behavioral control and environmental knowledge. Most importantly, the findings of this study suggest that product knowledge is found to moderate the effect of attitude on purchase intention. The finding of moderating effect is a new contribution to the literature and future research can be carried out to validate this result.