• 제목/요약/키워드: Process-based

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″Issues in designing a Knowledge-based system to support process modeling″

  • Suh, Eui-Ho;Kim, Suyeon
    • 한국경영과학회:학술대회논문집
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    • 한국경영과학회 2001년도 추계학술대회 논문집
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    • pp.50-54
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    • 2001
  • Information systems development entails planning, analysis, design and construction phases. The analysis phase identifying user requirements is the most important of these phases. Since unidentified defects in the early phase causes increased work and costs as development proceeds, the quality of analysis results affects the quality of the resultant system. Major tasks in the analysis phase are data modeling and process modeling. Research on building a knowledge-based system for data modeling have been conducted much, however, not sufficiently for process modeling. As a system environment with high user interaction increases, research on process modeling methods and knowledge- based systems considering such environment are required. In this research, a process modeling framework for information systems with high user interaction is suggested and a knowledge-based system for supporting the suggested framework is implemented. A proposed model consists of the following tasks: event analysis, process analysis, and event/process interaction analysis. Event analysis identifies business events and their responses. Process analysis break down the processes of an enterprise into progressively increasing details. Decomposition begins at the function level and ends when the elementary process level is reached. Event/process interaction analysis verifies the results of process analysis and event analysis. A knowledge-based system for supporting a proposed process modeling framework is implemented in a web-based environment.

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서비스 기반 소프트웨어 유지보수를 위한 역공학과 인도 (Delivery)단계의 프로세스 개선 (A Process Improvement of Reverse Engineering and Delivery Steps for Service based Software Maintenance)

  • 박진호;류성열;김종배;정석균
    • 한국IT서비스학회지
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    • 제9권4호
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    • pp.169-185
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    • 2010
  • According to software growth, also software maintenance has been continuously improving. In addition, the existing concept of software maintenance process demands operational management and improvement of service task. However, when we perform maintenance task, we have several constraints about applying service based requirement to system. Therefore, in order to solve these problems, we need a study of task of process for service based maintenance. In this paper, we propose a Service based Software Maintenance Process. Proposed process based on MaRMI-RE standard for software development and maintenance and compares it with the service based representative standards. In a related works, we study activity of ITIL and identify activities and tasks for maintenance. After this, identified activities and tasks compare with activities of MaRMI-RE. And then, we derive activities and tasks of a Service based Software Maintenance Process. Finally, we validate a result by comparing the proposed process with a general service operational process.

Pattern-based Business Process Change Management in Dynamic Business Environment

  • Kim, Dongsoo;Kim, Minsoo
    • 정보화연구
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    • 제10권3호
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    • pp.295-303
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    • 2013
  • This paper presents a new approach to managing dynamic business process changes based on business process change patterns. We identify and categorize business process change patterns that occur recurrently in a dynamic business environment. Several issues regarding management of process versions are discussed, and a pattern-based version management method for handling process changes more flexibly is explained in detail. We propose a mechanism for abstract process execution with runtime encapsulation of a business process, which can maximize the flexibility of process execution using multiple process versions. In addition, we propose a concept of process promotion and demotion that can dynamically choose an actual version of the process at run-time. With our pattern-based process change management and versioning approach, it is expected that the flexibility and efficiency of BPM systems can be enhanced significantly.

Case-Based Reasoning을 이용한 자동공정계획 시스템의 구축 (Development of A CAPP System Based on Case-Based Reasoning)

  • 이홍희;이덕만
    • 산업경영시스템학회지
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    • 제21권46호
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    • pp.181-196
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    • 1998
  • The aim of this research is the development of a CAPP system which can use the old experience of process planning to generate a process plan for a new part and learn from its own experience using the concept of stratified case-based reasoning(CBR). A process plan is determined through the hierarchical process planning procedure that is based on the hierarchical feature structure of a part. Each part and case have their own multiple abstractions that are determined by the feature structure of the part. Retrieving the case in stratified case-based process planning is accomplished by retrieving the abstraction that is most similar to the input part abstraction in each abstraction level of the case-base. A new process plan is made by the adaptation that translates the old case's process plan into the process plan of a new part. Operations, machines and tools, setups and operation sequence in each setup are determined in the adaptation of abstraction using some algorithms and the reasoning based on knowledge-base. By saving a new part and its process plan as a case, the system can use this new case in the future to generate a process plan of a similar part. That is, the system can learn its own experience of process planning. A new case is stored by adding the new abstractions that are required to save as the new abstraction to the existing abstractions in the case-base.

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프로젝트 기반 STEAM 프로그램 개발 및 적용 효과 (The Effects and Development of Project-Based STEAM Program)

  • 이상균;이하룡
    • 대한지구과학교육학회지
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    • 제6권1호
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    • pp.78-86
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    • 2013
  • The purpose of this study is to analyze the effects of the Project based STEAM program on primary students' Problem solving process and creative personality. Based on the concept of project based learning and STEAM derived from a literature review, a learning program has been developed and applied to 28 elementary 4-6th students. Problem Solving Process and Creative personality tests were conducted before and after Project based STEAM program lessons. The results of this study are as follows. (1)Project-based STEAM was affected all components of problem solving process. (2) Project-based STEAM was affected all eight components of creative personality positively, (3) after using Project-based STEAM was good reaction by students. As a result, the elementary science class with Project-based STEAM had problem solving process for positive educational effect and creative personality. it means the science class with creative personality has potential possibilities and value to develop problem solving process and creative personality.

Model Based Design Process에 따른 embedded System의 개발 (Embedded System Development based on the Model Based Design Process)

  • 김민욱;최재훈;박인철;황호성
    • 시스템엔지니어링학술지
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    • 제5권2호
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    • pp.57-62
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    • 2009
  • An embedded system is a computer system designed to perform one or a few dedicated functions often with real-time computing constraints. A traditional design process of embedded systems is the development of document-centric approach, and it is difficult to develop an embedded system efficiently because communication between teams or steps is not smooth. So the Model Based Design Process are applied to the development of embedded systems. This paper will compare the Model Based Design Process and the traditional design process, and introduce example of development of vehicle device applied the Model Based Design Process.

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요구공학을 적용한 센서기반 스마트 의류 디자인 프로세스 연구 (A Study of Design Process for Sensor-based Smart clothing based on requirement engineering)

  • 조하경;이주현
    • 감성과학
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    • 제16권3호
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    • pp.397-408
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    • 2013
  • 최근 건강에 대한 관심의 증가와 고령화 사회의 진입으로 인해 센서 기반 스마트 의류는 다양한 어플리케이션과 타입으로 개발되고 있다. 센서기반 스마트 의류는 인체로부터 생체 신호를 측정, 모니터링을 주 목적으로하는 기능성 의류의 한 분야로 신호의 정확성, 기기의 착용성, 센서의 인체 적합성 등의 인체-기기-의류간의 상호작용을 고려하여 디자인되어야 한다는 점에서 기존의 스마트 의류와 다른 특성을 지닌다. 센서기반 스마트 의류의 이러한 특성은 의복의 제작 단계에 있어 요구공학의 단계를 기반으로 개발 목적에 대한 요구의 명확한 문서화 뿐 아니라, 각 단계 진행을 위해 기기분야와 의류분야간의 상호운용성 평가가 이루어져야 하는 필요성을 갖을 것으로 예상된다. 따라서, 본 연구에서는 요구공학이 적용된 센서 기반 스마트 의류 프로세스의 효용성 평가를 위해 실증적 수행 분석을 통해 스마트 의류의 기본 프로세스를 도출하고, 요구공학 분석기법의 단계를 도입하여 두가지 스마트 의류 프로세스를 도출하였다. 제시된 두 프로세스의 실증적 단계별 진행을 통해 프로세스의 효율성 및 디자인의 질적 평가를 수행하였으며, 요구공학이 적용된 센서 기반 스마트 의류의 프로세스의 효용성을 제시하였다.

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치위생 과정 기반의 임상 치위생 교육과 실무 (Clinical Dental Hygiene Education and Practice based on Dental Hygiene Process)

  • 조영식
    • 치위생과학회지
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    • 제11권3호
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    • pp.135-154
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    • 2011
  • Dental hygiene was originated from dentistry and dental hygiene knowledge was a component of dental knowledge body. Since the late 1980s dental hygiene theory was began to develop. Nursing theories such as metaparadigm, nursing process and human need theory affected theory development as dental hygiene process. Dental hygiene process provides a framework for high quality dental hygiene care. Dental hygiene process include five phases; assessment, dental hygiene diagnosis, dental hygiene planning, implementation, evaluation. Dental hygiene process of care is recognized as standard for dental hygiene education and clinical dental hygiene practice. Dental hygiene practice has moved from auxiliary model to professional model. Critical thinking skill and disposition are necessary to provide evidence-based dental hygiene care using dental hygiene process as clinical process and critical thinking process. Critical thinking, problem solving and evidence-based practice must be integrated into dental hygiene process for quality dental hygiene care.

A Web-based System for Business Process Discovery: Leveraging the SICN-Oriented Process Mining Algorithm with Django, Cytoscape, and Graphviz

  • Thanh-Hai Nguyen;Kyoung-Sook Kim;Dinh-Lam Pham;Kwanghoon Pio Kim
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제18권8호
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    • pp.2316-2332
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    • 2024
  • In this paper, we introduce a web-based system that leverages the capabilities of the ρ(rho)-algorithm, which is a Structure Information Control Net (SICN)-oriented process mining algorithm, with open-source platforms, including Django, Graphviz, and Cytoscape, to facilitate the rediscovery and visualization of business process models. Our approach involves discovering SICN-oriented process models from process instances from the IEEE XESformatted process enactment event logs dataset. This discovering process is facilitated by the ρ-algorithm, and visualization output is transformed into either a JSON or DOT formatted file, catering to the compatibility requirements of Cytoscape or Graphviz, respectively. The proposed system utilizes the robust Django platform, which enables the creation of a userfriendly web interface. This interface offers a clear, concise, modern, and interactive visualization of the rediscovered business processes, fostering an intuitive exploration experience. The experiment conducted on our proposed web-based process discovery system demonstrates its ability and efficiency showing that the system is a valuable tool for discovering business process models from process event logs. Its development not only contributes to the advancement of process mining but also serves as an educational resource. Readers, students, and practitioners interested in process mining can leverage this system as a completely free process miner to gain hands-on experience in rediscovering and visualizing process models from event logs.

모바일 사물인터넷을 적용한 도시철도 차량 상태기반 유지보수 프로세스 재 설계안 성과 분석 (Performance Analysis of Urban Railway Rolling Stock Condition-based Maintenance Process Redesign Applying Mobile-IoT)

  • 한현수;서경수;강태욱
    • Journal of Information Technology Applications and Management
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    • 제29권6호
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    • pp.63-80
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    • 2022
  • In this paper, we study structural changes and performance gains in condition-based maintenance process redesign when mobile IoT technology is embedded into urban railway rolling stock. We first develop condition-based maintenance To-Be process model in accordance with the IoT deployment scheme. Secondly, we draw upon theoretical framework of redesign process analysis to develop performance evaluation method suitable to predictive maintenance shift from As-Is ordinary maintenance practice. Subsequently, To-Be process performance evaluations are conducted adopting both the quantitative and qualitative method for time, cost, and dependability dimensions. The results ascertain the considerable benefits captured through detection abnormality prior to actual rolling stock failure occurrence, and details of performance improvements and enhancement of standardization level is revealed. The procedures and results presented in this paper offers useful insights in the fields of IoT economic analysis, condition based maintenance, and business process redesign.