• Title/Summary/Keyword: knowledge evaluation

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An Efficient Web Ontology Storage Considering Hierarchical Knowledge for Jena-based Applications

  • Jeong, Dong-Won;Shin, Hee-Young;Baik, Doo-Kwon;Jeong, Young-Sik
    • Journal of Information Processing Systems
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    • v.5 no.1
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    • pp.11-18
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    • 2009
  • As well as providing various APIs for the development of inference engines and storage models, Jena is widely used in the development of systems or tools related with Web ontology management. However, Jena still has several problems with regard to the development of real applications, one of the most important being that its query processing performance is unacceptable. This paper proposes a storage model to improve the query processing performance of the original Jena storage. The proposed storage model semantically classifies OWL elements, and stores an ontology in separately classified tables according to the classification. In particular, the hierarchical knowledge is managed, which can make the processing performance of inferable queries enhanced and stores information. It enhances the query processing performance by using hierarchical knowledge. For this paper an experimental evaluation was conducted, the results of which showed that the proposed storage model provides a improved performance compared with Jena.

A Study Fuzzy model for Risk Analysis of Uncertainly FTA(Fault Tree Analysis) (FTA(Fault Tree Analysis)에서 불확실한 위험분석을 위한 퍼지모형 연구)

  • 임총규;박주식;강경식
    • Journal of the Korea Safety Management & Science
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    • v.4 no.1
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    • pp.37-47
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    • 2002
  • Risk analysis is a formal deductive procedure for determining combinations of component failures and human errors that could result in the occurrence of specified undesired events at the system level. This method can be used to analyze the vast majority of industrial system reliability problems. This study deals with the application of knowledge-engineering and a methodology for the assessment & measurement of reliability, availability, maintainability, and safety of industrial systems using FTA(fault tree analysis), A fuzzy methodology for fault-tree evaluation seems to be an alternative solution to overcome the drawbacks of the conventional approach (insufficient Information concerning the relative frequencies of hazard events). To improve the quality of results, the membership functions must be approximated based on heuristic considerations, The purpose of this study is to describe the knowledge engineering approach, directed to integrate the various sources of knowledge involved in a FTA.

The Affecting Factors effect on the Performance of Knowledge Management Systems in Public Sector: Focused on Korea Local Governments (공공부문 지식관리시스템의 성과에 미치는 영향요인에 관한 연구 -A지역 자치단체를 중심으로-)

  • Han, Dong-Hyo;Kang, Tae-Kyung
    • Journal of Digital Convergence
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    • v.2 no.1
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    • pp.113-126
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    • 2004
  • In this paper we would like to provide a help to implementing KMS(Knowledge Management System) in public sector. For this purpose, we set up five contingency environmental factors and three process factors of knowledge management. And then investigates affecting factors effect on the performance of KMS in public sector by empirical study, A field survey of public officers in Korea local government was conducted. Complete data for 333 KMS users was analyzed to determine relationship of the research constructs. The system of evaluation and compensation is the most important factor effects on the process of KM and the performance of KMS. These results provide empirical evidence that supports the necessity of rational motivation systems does lead to effective implementation of KMS in public sector.

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A Study on Fault Diagnostic Model for Behaviour Appearance of Components (부품의 가동형태에 따른 고장진단 모델 연구)

  • 박주식;하정호;강경식
    • Journal of the Korea Safety Management & Science
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    • v.4 no.4
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    • pp.97-108
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    • 2002
  • This study deals with the application of knowledge-based engineering and a methodology for the assessment & measurement of reliability, availability, maintainability, and safety of industrial systems using fault-tree representation. A fuzzy methodology for fault-tree evaluation seems to be an alternative solution to overcome the drawbacks of the conventional approach. To improve the quality of results, the membership functions must be approximated based on heuristic considerations. Conventionally, it is not always easy to obtain a system reliability for components with different individual failure probability density functions(p.d.f.), We utilize fuzzy set theory to solve the adequacy of the conventional probability in accounting and processing of built-in uncertainties in the probabilistic data. The purpose of this study is to propose the framework of knowledge-based engineering through integrating the various sources of knowledge involved in a FTA.

A Study on Developing Science Service of Science and Technology Policy (과학기술 정책의 과학화 서비스 개발에 관한 연구)

  • Shin, Mun-Bong;Chun, Seung-Su;WhangBo, Taeg-Keun
    • Journal of Information Technology Services
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    • v.11 no.1
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    • pp.83-92
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    • 2012
  • The development of science and technology oriented knowledge society accelerates the convergence between scientific theory and industrial technology and increases the complexity problem of social and economic sectors. These cause the difficulty of securing the reliability and objectivity of science and technology policy. These also are barriers of balanced evaluation between rational science and technology policy making, management, and policy coordination. In this regard, Advanced countries in science and technology develops policy support system and promotes the program of evidence-based SciSIP(Science of Science and Innovation policy) together. This paper introduces a new approach developing science service of science and technology policy utilizing business intelligence technology in Korea. Also, it proposes the integration method of policy knowledge base and component-based service supporting S&T policy decision-making process and introduces services case studies.

Performance evaluation of mobile multicore devices on threading in converting JPEG to animated GIF (JPEG을 Animated GIF로 변환하는 과정에서 스레딩에 따른 멀티코어 모바일 디바이스의 성능 평가)

  • Woo, Hosung;Kim, Kangseok;Kim, Jai-Hoon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2013.05a
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    • pp.328-331
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    • 2013
  • 본 논문에서는 멀티코어 모바일 디바이스에서 최적의 스레드 구성을 측정하기 위해 이미지 코덱을 사용하여 다양한 환경에서 스레드 개수에 따른 인코딩 수행시간을 분석하였다. 인코딩은 Quantization을 사용하여 JPEG 파일들을 하나의 GIF 파일로 변환하는 기능을 수행하며, 듀얼코어와 쿼드코어 안에서 각각의 스레드 개수를 늘려가며 측정하였다. 듀얼코어에서는 스레드 4개였을 경우가 성능이 효율적이였으며, 쿼드 코어에서는 스레드 3개였을 경우가 성능이 효율적이였다. 분석 후 결론은 스레드 개수와 성능은 비례하는 것이 아니며 성능에 크게 영향을 미치지 않는 것으로 확인되었다. 코어와 I/O입출력의 성능 및 데이터 크기에 따라 적당한 스레드 개수를 정하여 사용하는 것이 효율적이다.

Acquisition of Fuzzy Control Rules using Genetic Algorithm for a Ball & Beam System

  • S.B. Cho;Park, K.H.;Lee, Y.W.
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.40.6-40
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    • 2001
  • Fuzzy controls are widely used in industrial fields using experts knowledge base for its high degree of performance. Genetic Algorithm(GA) is one of the numerical method that has an advantage of optimization. In this paper, we present an acquisition method of fuzzy rules using genetic algorithm. Knowledge of the system is the key to generating the control rules. As these rules, a system can be more stable and it reaches the control goal the faster. To get the optimal fuzzy control rules and the membership functions, we use the GA instead of the experts knowledge base. Information of the system is coded the chromosome with suitable phenotype. Then, it is operated by genetic operator, and evaluated by evaluation function. Passing by the decoding process with the fittest chromosome, the genetic algorithm can tune the fuzzy rules and the membership functions automatically ...

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A Study on the Contents and Consumers' Recognition of Clothing Product Evaluation Statements in the Internet Apparel Shopping Mall (인터넷 쇼핑몰의 의류 상품평 내용과 소비자 인식에 관한 연구)

  • Choi Eun-Young
    • The Research Journal of the Costume Culture
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    • v.12 no.6 s.53
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    • pp.984-998
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    • 2004
  • The purpose of this study was to analyze contents of clothing product evaluation statements in the internet shopping mall and to discover consumers' recognition and evaluation of it. The data were collected from 151 consumers' statements in the four internet apparel shopping malls and a questionnaire was developed to measure consumers' recognition of clothing product evaluation statements. The questionnaire was administrated 272 consumers over 18 years old. The results of this study were as follows; First, The contents of clothing product evaluation statements in the internet shopping blog, were divided into three categories which were product, service and consumer buying decision process. Product category include evaluation of clothing product, description of difference between real product and product on the screen, and advice of uses. Service category include quickness and kindness in delivery, store preference for good service. For consumer buying decision process, motivation of purchasing, perceived risk, expression of satisfaction from good buying and canvassing for purchasing were included. Second, consumer recognized that clothing product evaluation statements has function of furnishing information, confirmation of purchasing decision, risk reduction of internet shopping, and interesting entertainment. Consumers also were dependent on product evaluation statements for making purchasing decision. And it was trusted by consumers. This recognition & evaluation were correlated with consumer's clothing product knowledge, involvement, risk perception of internet shopping, experiences of internet shopping. Managerial implications are provided for internet shopping mall.

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An Evaluation of Site-Based Environmental Education Programs (체험환경교육의 활성화를 위한 프로그램 평가 연구)

  • Park, Tae-Yoon;Noh, Kyung-Im;Choi, Don-Hyung;Park, Hyun-Ju;Lee, Eun-Ju
    • Journal of the Korean Society of Environmental Restoration Technology
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    • v.5 no.4
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    • pp.39-50
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    • 2002
  • The purpose of this study was to evaluate site-based environmental education(EE) programs. For the evaluation, an evaluation chart was developed. The chart was consisted of twenty evaluation items in the following six categories : 'goals & objectives', 'instructional planning', 'instruction', 'learning outcomes & evaluation', 'features of program', and 'program operation'. One hundred sixty five site-based EE programs, funded by the Korean Ministry of Environment in 2000, were evaluated. After the evaluation, the programs were also categorized and analyzed according to regions, organizations, and amount of funds. The results indicated that awareness, participation, and attitude were addressed in the purpose of the programs, while knowledge and skills were not. The diversity of activities and teaching strategies of the programs were insufficient. Cultural aspects, fairness, originality, and accuracy were also insufficiently addressed. Assessment and evaluation of such programs were needed to be considered to a larger degree. From the analysis of programs according to categories, Choongbuk province in the regional aspect and schools in the organizational aspect got higher scores than others. Overall, the more funding the program received, the higher score it got in evaluation. Some improvements and strategies for activating site-based EE were recommended based on the result of the evaluation.

Developments of Evaluation System of Mission Oriented Government-Supported Research Institute by Article Citation Method (피인용 특성 분석을 통한 출연(연) 임무중심형 기관평가 개선 방향)

  • Lee, Moon Young;Yi, Chan Goo
    • Proceedings of the Korea Technology Innovation Society Conference
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    • 2016.05a
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    • pp.404-430
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    • 2016
  • This study started from the awareness of the issue if the citation index newly introduced to evaluate the quality of papers satisfies the proper timing matter, which is a component of performance indicators for the evaluation of government-funded R&D institutes. Accordingly, the study will propose improvement ways to shift the previous evaluation system to quality evaluation for mission-oriented R&D institutes by analysing and using the periodical characteristics such as citation half-life and immediacy index of papers. As a result, it turned out that the speed of academic change is getting faster in proportion to the dependency on the technological development but that the citation speed in the field of public technology is relatively slower and the speed of knowledge transfer in the fields related to industry is faster. In addition, the citation index among the R&D fields showed no differences, and the minimum period for citation index measurement with validity should be over 6 years. The problems of evaluation for mission-oriented R&D institutes were deducted based on the technical and statistical analysis results of the temporal characteristic of citation necessary for quality evaluation of performance among R&D fields. To solve the problems, policy alternatives for object and valid quality evaluation were proposed from the points of evaluation period, evaluation criteria, and evaluation management.

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