• Title/Summary/Keyword: Model-based development process

Search Result 2,545, Processing Time 0.031 seconds

A Study on Development of a Cognitive Process Simulator Based on Model Human Processor (모델휴먼프로세서를 활용한 인지과정 시뮬레이터 구축에 관한 연구)

  • 이동하;나윤균
    • Journal of the Korean Society of Safety
    • /
    • v.13 no.4
    • /
    • pp.230-239
    • /
    • 1998
  • Though limited, Model Human Processor (MHP) has been used to explain the complex users' behaviors during human-computer interactions in a simplified manner. MHP consists of perceptual, cognitive and motor systems, each with processors and memories interacting with each other in serial or parallel mode. The important parameters of memory include the storage capacity, the decay time, and the code type of a memorized item. The important parameter of a processor is the cycle time. Using these features of the model, this study developed a computerized cognitive process simulator to predict the cognitive process time of a class match task process. An experimental validity test result showed that the mean prediction time for cognitive process of the class match task simulated 50 times by the simulator was consistent with the mean cognitive process time of the same task performed by 37 subjects. Animation of the data flow during the class match task simulation will help understand the invisible human cognitive process.

  • PDF

Case Study on Dynamics of RDA PLA Model with Agri-SMEs (농업인 참여식 실천학습모델 개발과 성과분석 -농촌진흥청 강소농 사업을 중심으로-)

  • Kim, Sa Gyun;Lee, Mi Hwa;Park, Heun Dong
    • Journal of Agricultural Extension & Community Development
    • /
    • v.19 no.3
    • /
    • pp.551-579
    • /
    • 2012
  • This case study aims to explore how RDA PLA model affects the agri-SMEs' empowerment. As an agri-business management renovation program from main workshop it was conducted on March to December 2011 with agri-SMEs and extension officials nationwide by RDA. Especially, as a packaged action learning process in the model used participatory action research. This study collected data with participants observation, interviews, situational analysis and systematic review of discourse in qualitative method. For the validity and identifying empirical results, this study used statistic analysis as a mixed method. Further including various pedagogic methods and business coaching skills, this model was conducted from workshop in RDA, in turn, on-farm business coaching as follow-up, CoPs' activities, and local ATCs extension services by each actors. The dynamic process and effects of each process led some change for farmers' innovative knowledge, skills, attitude, practice and aspiration on their farm business. RDA PLA model development based on the previous practices and research, which provided a configurated picture in the holistic action learning process. In statistic research, this study focused on 279 farmers as respondents who had participated in the program. It shows that their income and benefits increased from their renovative practices on farm business. Following the sampling group, it was surveyed by four indicators - products, customer, quality and cost. The level of contribution of education on economic impact 15% is quoted from previous paper. Even in some limitations of public sector, RDA PLA model actively suggests the paradigm shift of agricultural HRD and development of alternative extension-service system.

An approach to building factory scheduling expert system by using model-based AI tool

  • Maruyama, Tadsshi;Konno, Satoshi
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 1992.10b
    • /
    • pp.446-451
    • /
    • 1992
  • In this paper, we propose a method to manage production system easily for operators when either equipments or products are changed. And we explain the scheduling AI tool which realizes the proposal method. The tool's knowledge expression consists of models, rules, mathematical expression and fuzzy logic. The model expresses the relations between products and manufacture, and properties of products. The models are separated into three type, equipment model, operation model, and product model. These models are classified by applicable fields as the assembly process or continuous plant process, The model expression of each type is based on object oriented paradigm. We report systems utilizing our approach.

  • PDF

Development of Machine Learning Model for Predicting Distillation Column Temperature (증류공정 내부 온도 예측을 위한 머신 러닝 모델 개발)

  • Kwon, Hyukwon;Oh, Kwang Cheol;Chung, Yongchul G.;Cho, Hyungtae;Kim, Junghwan
    • Applied Chemistry for Engineering
    • /
    • v.31 no.5
    • /
    • pp.520-525
    • /
    • 2020
  • In this study, we developed a machine learning-based model for predicting the production stage temperature of distillation process. It is necessary to predict an accurate temperature for control because the control of the distillation process is done through the production stage temperature. The temperature in distillation process has a nonlinear complex relationship with other variables and time series data, so we used the recurrent neural network algorithms to predict temperature. In the model development process, by adjusting three recurrent neural network based algorithms, and batch size, we selected the most appropriate model for predicting the production stage temperature. LSTM128 was selected as the most appropriate model for predicting the production stage temperature. The prediction performance of selected model for the actual temperature is RMSE of 0.0791 and R2 of 0.924.

A Development of Management System for Publication and Operation of Clinical Contents Model's Outcomes (임상콘텐츠모형 산출물 홍보와 운영을 위한 관리시스템 개발)

  • Yun, Ji-Hyun;Ahn, Sun-Ju;Lee, Bo-Hye;So, Hye-Jin
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.11 no.9
    • /
    • pp.3398-3405
    • /
    • 2010
  • In this paper we developed a CCM Manager which is a management system to support efficient development, publication and promotion of Clinical Contents Model(CCM)'s outcomes. We derived the functions of manager and user from the analysis of work process from development of CCM to management and publication, designed the database based on CCM architecture, and developed web-based system for each user to easily access and search the contents. CCM Manager supports to share the results between model developers well, distribute and promote the outcomes of model type to general users without manager's manual packaging and publishing it. This paper shows superiority compared with other clinical information model management system in aspects of providing multiple search functions, visual model browsing methods and management functions. The proposed CCM Manager is currently used in process of CCM development, and the analysis of its efficiency with the results will be made in the future.

Health Level 7 Version 3 based Generating Clinical Document Architecture for Medication Administration System (HL7 버전 3 기반의 투약관리시스템을 위한 임상문서구조의 생성)

  • Kim, Genun-Hee;Cho, Su-Mi;Lee, Eun-Joo;Kim, Hwa-Sun;Cho, Hune
    • Journal of Korea Multimedia Society
    • /
    • v.11 no.3
    • /
    • pp.386-397
    • /
    • 2008
  • This study proposes the actualization of a standard data model for activities through the development of clinical document architecture for medication administration using the health level 7 development frameworks(HDF) process based on object oriented analysis and development method of health level 7 V 3. Medication administration is the most common activity performed by clinical professionals at healthcare settings. A standardized information model and structured hospital information system are necessary to achieve evidence-based clinical activities. We had used HDF and various tools(Rose tree, RMIM designer, V3 generator) to create the clinical document architecture(CDA). This allowed us to illustrate each step of the HDF in the administration of medication. This study generated a information model of the medication administration process, which is one clinical activity. It should become a fundamental conceptual model for understanding international standard methodology by information technology(IT) developers with the objective of modeling healthcare information systems.

  • PDF

Development of Ontology-based Intelligent Mold Design System (온톨로지 기반 지능형 금형 설계 시스템의 개발)

  • Lee, Sang-Hun;Kang, Mu-Jin;Eum, Kwang-Ho
    • Korean Journal of Computational Design and Engineering
    • /
    • v.16 no.3
    • /
    • pp.167-177
    • /
    • 2011
  • This paper describes an ontology-based intelligent CAD system for injection mold design, which has been developed based on a commercial CAD system called Unigraphics and an ontological framework for representing the implicit design knowledge as well as the explicit based on the extended function-behavior-structure (FBS) engineering design model that includes the constraint. The system also provides various convenient solid modeling capabilities for mold design and the design process modeling capability that facilitates mold redesign process.

차세대 고속전철 시스템 시험검증 체계 구축 및 적용

  • Choe Jong Min;Yu Il Sang;Kim Yeon Tae;Park Yeong Won
    • Proceedings of the Korean Operations and Management Science Society Conference
    • /
    • 2002.05a
    • /
    • pp.1079-1084
    • /
    • 2002
  • Systems engineering technology development program for Korea next-generation high-speed railway(KNHR) system in progress is a national large-scale system development program that is not only a large-size and complex but also multi-disciplinary in nature. Using the RDD-IOO, a systems engineering tool, the KNHR program can establish requirements traceability and development process management in the course of development. This paper presents the results from a computer-aided systems engineering application to KNHR system technology development project over the three years of activities. The traceability among the system design database in the vertical direction of SE process, as the results of the first year and the second year research was accomplished. The database in both the requirement management domain and the project management domain was developed and set up the traceability between them in the horizontal direction of the SE process in the V model as the results of the third year research. Therefore, KNHR design database was built to support the life-cycle management of the system as well as to reuse the knowledge in future programs. In the following development phase, this database will be utilized to accomplish the test and integration activities providing a baseline database. The outcome of the study contributes to the establishment of the model-based systems engineering approach as a best practice in the accumulation and advancement of systems engineering technology for railway system development.

  • PDF

Guideline Construction through Case Study for Applying Crowdsourcing into New Product Development Environment (사례분석을 통한 신제품 개발 환경에서의 크라우드소싱 활용 가이드라인 구축)

  • Kim, Han Jung;Park, Joon Young
    • Journal of Korean Institute of Industrial Engineers
    • /
    • v.39 no.6
    • /
    • pp.517-534
    • /
    • 2013
  • In this study, we propose the guideline with strategic model for new product development. To establish the guideline, 1) we classify several types of successful surveyed cases that achieved open innovation through applying crowdsourcing into new product development environment, 2) draw case maps using two or three axis with characteristics such as: step of product development process, crowdsourcing frequency, and product type of each case, 3) define the type of applying crowdsourcing into new product development environment based on case analysis results, and tabulate a crowdsourcing type based on the defined crowdsourcing type, 4) finally, suggest the guideline with multiple points of view which embrace type of crowd, community management, participation method, knowledge adoption method, and reward policy. Using the suggested guideline will help a company to design and establish open innovation in new business model related to product development area.

Developing an EPG Feature Model and Designing its Testcases for Improving EPG Development Process (전자프로그램가이드 개발 프로세스 향상을 위한 EPG 피처 모델 개발과 테스트케이스의 설계)

  • KO, Kwangil
    • Journal of Digital Contents Society
    • /
    • v.17 no.4
    • /
    • pp.235-241
    • /
    • 2016
  • EPG (Electronic Program Guide), which was born with the development of digital broadcasting technology, is becoming a successful data service in the environment that a digital broadcasting station operates more than one hundred channels. In the circumstance, the request for the development or renewal of EPG frequently occurs and so the developers are looking for ways to improve the efficiency of the EPG development. This paper addresses the need of the developers by devising an EPG feature model based on FODA and the test-cases for each feature of the model. Utilizing the EPG feature model and the test-cases, the EPG development process, especially the phases of requirement analysing and test-case designing can be improved.