• 제목/요약/키워드: Knowledge framework

검색결과 1,305건 처리시간 0.028초

Anomaly Detection in Medical Wireless Sensor Networks

  • Salem, Osman;Liu, Yaning;Mehaoua, Ahmed
    • Journal of Computing Science and Engineering
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    • 제7권4호
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    • pp.272-284
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    • 2013
  • In this paper, we propose a new framework for anomaly detection in medical wireless sensor networks, which are used for remote monitoring of patient vital signs. The proposed framework performs sequential data analysis on a mini gateway used as a base station to detect abnormal changes and to cope with unreliable measurements in collected data without prior knowledge of anomalous events or normal data patterns. The proposed approach is based on the Mahalanobis distance for spatial analysis, and a kernel density estimator for the identification of abnormal temporal patterns. Our main objective is to distinguish between faulty measurements and clinical emergencies in order to reduce false alarms triggered by faulty measurements or ill-behaved sensors. Our experimental results on both real and synthetic medical datasets show that the proposed approach can achieve good detection accuracy with a low false alarm rate (less than 5.5%).

Efficient Authentication Framework in Ubiquitous Robotic Companion

  • Chae, Cheol-Joo;Cho, Han-Jin;Lee, Jae-Kwang
    • Journal of information and communication convergence engineering
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    • 제7권1호
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    • pp.13-18
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    • 2009
  • The robotics industry, that is the major industry of the future and one of the new growth power, is actively studied around ETRI, that is the leading under state-run research institute of the advanced technique of U.S. and Japanese and knowledge economy part. And positive and negative and academic circles, the research institute, and the industrial circles communally pursue the intelligent service robot enterprise of a network-based called URC. This network-based intelligent robot does the RUPI2.0 platform and URC environment by the base. Therefore, a stability need to be enhanced in the through this near future when the research for the preexistence vulnerability analysis and security request is needed than the commercialized network-based intelligent robot in order to implement the network-based intelligent robot. Thus, in this paper, we propose the efficient authentication Framework which is suitable for the URC environment.

미국 치매노인시설의 거주환경디자인 특성의 내용분석 (Contents Analysis on the Characteristics of Living Environmental Design in Facilities for the Elderly with Dementia, USA)

  • 변혜령;윤영선
    • 한국주거학회논문집
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    • 제16권5호
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    • pp.39-48
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    • 2005
  • The purpose of this study was to analyze environment-behavior concepts included in environmental design characteristics of facilities for elderly with dementia. Major method was contents analysis of actual environmental designs. For comparison between the environment-behavior concepts and actual cases, an analytical framework was developed. Eleven cases of facilities designed for people with dementia were analyzed. Those were published ones in periodicals in USA. The analytical data used included floor plans, texts, and visual materials including photographs. Under the framework for analysis, a total of 296 criteria were used to analyze the actual cases of environmental design. This study was expected to offer a knowledge base for better environmental design for elderly with dementia and to help establish guidelines for designing such facilities which can meet the cultural characteristics and traditional conditions of Korea.

일정관리를 위한 Opportunity Tree 및 알고리즘 설계 (Opportunity Tree and Algorithm design to schedule management)

  • 이은서;이상호
    • 정보처리학회논문지D
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    • 제12D권7호
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    • pp.965-978
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    • 2005
  • 소프트웨어 개발 시, 일정과 품질에 저해 요인이 되는 결함이 다수 존재한다. 일정과 품질의 저해 요인을 제거하고 동시에 체계적으로 이를 관리하기 위하여 본 논문에서는 opportunity tree 프레임워크를 설계한다. 유사한 프로젝트를 수행 시 영역 전문가의 지식을 활용한 opportunity tree 발생되는 문제점을 예측, 대비할 수 있게 하여, 소프트웨어 프로세스를 개선할 수 있다 본 연구에서는 소프트웨어 개발 시 발생하는 일정관리에 대한 결함을 찾아내고, 원인을 식별 및 해결책을 제시하고자 한다.

A Prototyping Framework of the Documentation Retrieval System for Enhancing Software Development Quality

  • Chang, Wen-Kui;Wang, Tzu-Po
    • International Journal of Quality Innovation
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    • 제2권2호
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    • pp.93-100
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    • 2001
  • This paper illustrates a prototyping framework of the documentation-standards retrieval system via the data mining approach for enhancing software development quality. We first present an approach for designing a retrieval algorithm based on data mining, with the three basic technologies of machine learning, statistics and database management, applied to this system to speed up the searching time and increase the fitness. This approach derives from the observation that data mining can discover unsuspected relationships among elements in large databases. This observation suggests that data mining can be used to elicit new knowledge about the design of a subject system and that it can be applied to large legacy systems for efficiency. Finally, software development quality will be improved at the same time when the project managers retrieving for the documentation standards.

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산업연관모형을 바탕으로 한 우리나라 지식기반서비스업의 기술적 산업연계구조 분석

  • 박재민;전주용
    • 기술혁신연구
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    • 제10권2호
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    • pp.1-18
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    • 2002
  • This paper examines the process of embodied technology spillovers in terms of supply and demand of technology For the purpose, this paper develops a consistent framework to estimate intersectoral R&D spillovers, and to pinpoint the sectors that are the most important for innovative activities and the sectors that produce most technologically intensive products. Based on an input-output framework, the technology intensity of fourteen sectors and the interaction between the sectors in terms of technology spillovers are measured. The results indicate that knowledge-based service sectors are highly supply-pulling and value-additive, but low in terms of employments. The study found that computer services, telecommunications, technology services, and art-related services are the most technology intensive sectors.

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Reconsidering the Category Framework for Describing Mathematics Teachers' Values

  • Wang, Chih Yeuan
    • 한국수학교육학회지시리즈D:수학교육연구
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    • 제15권1호
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    • pp.59-68
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    • 2011
  • This paper proposes a modified category framework derived from VAMP and VIMT projects for describing teachers' mathematical and pedagogical values, and examines the dialectical relations between values awareness/willingness and teaching, based on case studies of student teachers of secondary mathematics from a follow-up project of VIMT. The preliminary results show that student teachers would teach certain values depending on the awareness of values priority, willingness to teach, their teaching capabilities and classroom conditions. So, mathematics teacher educators should provide relevant courses to facilitate student teachers to be aware of their implicit values and be willing to enact these values, and to empower student teachers with the knowledge and experiences to teach the values.

SES/DEVS 방법론을 이용한 커리큘럼 엔진 연구 (A Study on the Curriculum Design Engine using a SES/DEVS)

  • 한영신
    • 공학교육연구
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    • 제16권5호
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    • pp.18-23
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    • 2013
  • A curriculum is a measure of how high level of knowledge is educated to students affiliated to university institutions, and is used as an indicator evaluating usefulness of the university institutions. For this reason, Designing and assessing curricula is a critical to high education institutions. However, in the case of development and quality assessment of a curriculum with a traditional way, finding a right curriculum which a designer intends is a time consuming and error-prone process. Therefore, in order to improve these problems, we propose the curriculum design engine using SES (System Entity Structure) / DEVS (Discrete Event System Specification) Framework in this paper. The SES describes all possible combination of curricula for students. The DEVS framework provides a simulation environment for models created from the SES by the students. The proposed engine will show appropriate curricula for students after a simulator appropriately filters students' requirement, according to conditions.

Market, Firm, and Project-level Effects on the Innovation Impact of FP RTD Projects

  • Vonortas, Nicholas S.
    • STI Policy Review
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    • 제1권2호
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    • pp.69-88
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    • 2010
  • This paper explores the determinants of the innovation impact of publicly funded R&D projects along three broad dimensions, namely project, firm and market-related factors. In addition to these factors we examine the attributes of the research result per se and aspects of the commercialization process. The observations from empirical and qualitative analyses are based on R&D projects funded by the Fifth and Sixth Research Framework Programmes of the European Union. Firm size, prior experience, innovation culture, the nature of the project itself, explicit intension to commercialize, consortium management and strategy are the factors with the strongest effect on project success, defined in terms of product/process innovation and/or technical knowledge creation. The paper provides important implications for the organization, objectives, and management of public programmes that fund R&D and for project and participant selection.

가상공학 서비스를 위한 유비쿼터스 및 상황인식 컴퓨팅 프레임워크 (A Framework for Supporting Virtual Engineering Services Using Ubiquitous and Context-Aware Computing)

  • 서동우;김현;김광수;이재열
    • 한국CDE학회논문집
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    • 제10권6호
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    • pp.402-411
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    • 2005
  • Context-aware engineering services in ubiquitous environments are emerging as a viable alternative to traditional engineering services. Most of the previous approaches are computer-centered rather than human-centered. In this paper, we present a Ubiquitous and Context-Aware computing Framework for collaborative virtual Engineering $(U-CAF\acute{E})$ services. The proposed approach utilizes BPEL-based (Business Process Execution Language) process templates for engineering service orchestration and choreography and adopts semantic web-based context-awareness for providing human-centered engineering services. The paper discusses how to utilize engineering contexts and share this knowledge in support of collaborative virtual engineering services and service interfaces. The paper also discusses how Web services and JINI (Java Intelligent Network Infrastructure) services are utilized to support engineering service federations and seamless Interactions among persons, devices, and various kinds of engineering services.