• 제목/요약/키워드: new control-oriented model

검색결과 52건 처리시간 0.028초

STEP표준과 Web을 이용한 RPD환경 구축 (Development of a STEP-compliant Web RPD Environment)

  • 강석호;김민수;김영호
    • 한국CDE학회논문집
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    • 제5권1호
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    • pp.23-32
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    • 2000
  • In this paper, we present a Web-enabled product data sharing system for the support of RPD (Rapid Product Development) process by incorporating STEP (STandard for the Exchange of Product model data) with Web technology such as VRML (Virtual Reality Markup Language), SGML (Structured Generalized Markup Language) and Java. Extreme competition makes product life cycle short by incessantly deprecating current products with a brand-new one, and thus urges enterprises to devise a new product faster than ever. In this environment, an RPD process with effective product data sharing system is essential to outstrip competitors by speeding up the development process. However, the diversity of product data schema and heterogeneous systems make it difficult to exchange the product data. We chose STEP as a neutral product data schema and Web as an independent exchange environment to overcome these problems. While implementing our system, we focused on the support of STEP AP 203 UoF (Units of Functionality) views to efficiently employ STEP data models that are maximally normalized, and therefore very cumbersome to handle. Our functionality-oriented UoF view approach can increase users'appreciation since it facilitates the modular usage of STEP data models. This can also enhance the accuracy of product data. We demonstrate that our view approach is applicable to the configuration control of mechanical assemblies.

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대등관계 복제객체 모델을 지원하는 분산 객체 프로그래밍 언어의 설계 및 구현 (Design and Implementation of a Distributed Object Programming Language supporting Peer Replicated Object Model)

  • 신범주;이동현
    • 한국정보과학회논문지:컴퓨팅의 실제 및 레터
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    • 제5권4호
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    • pp.449-456
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    • 1999
  • 본 논문은 C++에 분산 객체 프로그래밍 기능을 추가한 D++ 언어를 제안한다. 대등관계 복제객체 모델을 지원하는 D++는 분산 클래스의 정의, 멤버 함수의 일치성 제어 정의 기능, 그리고 영구 객체 이름에 기반한 분산 객체를 정의할 수 있는 언어 구조를 제공한다. D++ 프로그램에서 새로이 생성되는 분산 객체는 생성 시에 제공되는 객체의 영구 이름과 동일한 영구 이름을 갖는 분산 객체가 존재할 경우 해당 객체들과 복제 관계를 유지함으로써 정보를 공유한다. 각 복제 객체들은 서로 간에 대등한 관계를 가지며, 멤버 함수 정의 시에 기술되는 특성에 따라 일치성이 유지된다. 이 같은 D++의 분산 객체 모델은 실시간 그룹웨어의 기본 요구 사항인 분산 환경에서의 정보 공유 및 사건 공지 기능을 자연스럽게 해결해 주기 때문에 실시간 그룹웨어의 개발을 효율적으로 지원할 수 있을 것으로 기대한다. Abstract This paper proposes D++ programming language that is an extension of C++ for distributed object oriented programming. The D++, which supports peer-to-peer object model, provides new language constructs for the definition of distributed classes, the definition of the consistency control of the member function and the definition of distributed object variables with the persistent name. In D++, when the persistent name of a newly created distributed object is same as that of an existing distributed object, the new distributed object replicates object state of the existing distributed object and thus they share the object state. The replicas have peer relation and the consistency among them is maintained according to the characteristic described on the definition of designated member functions. It is expected that D++ language increases efficiency in development of real-time groupware because the distributed object model of D++ naturally supports the information sharing and event notification that are the basic functions required when building real-time groupware.

선박 애드 혹 네트워크에 적합한 복합적 항로기반 경로배정 프로토콜 (A Hybrid Course-Based Routing Protocol Suitable for Vessel Ad Hoc Networks)

  • 손주영;문성미
    • Journal of Advanced Marine Engineering and Technology
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    • 제32권5호
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    • pp.775-784
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    • 2008
  • It is not easy to access very high speed Internet services at sea due to some technical and economical problems. In order to realize the very high speed Internet services at sea like on land, new communication network models based on MANET should be adopted. In this paper, a new MANET model at sea is provided, which considered the ocean environments, and the characteristics and movement of vessels. On the basis of the fact that most vessels navigate on the predetermined courses, which are the shortest paths between source and destination ports in most cases, a type of location oriented routing protocol is proposed in this paper. The Hybrid Course-Based Routing Protocol(HCBR) makes use of the static information such as courses and positions of ports to proactively find the shortest paths not only among ports but also the cross points of courses. HCBR also makes use of the locational information of vessels obtained via GPS and AIS systems to reactively discover the shortest route by which data packets are delivered between them. We have simulated the comparison of the performance of HCBR with those of LAR scheme 1 and scheme2, the most typical protocols using geographical information. The simulation results show that HCBR guarantees the route discovery even without using any control packet. They also show that HCBR is more reliable(40%) and is able to obtain more optimal routes(10%) than LAR scheme1 and scheme2 protocols.

사이버보안 프레임워크 기반의 보안 오케스트레이션 서비스 모델 제안 (Proposal of Security Orchestration Service Model based on Cyber Security Framework)

  • 이세호;조인준
    • 한국콘텐츠학회논문지
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    • 제20권7호
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    • pp.618-628
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    • 2020
  • 본 논문의 목적은 사이버 보안 프레임워크 기반으로 이미 도입되어 개별 운영 중인 각종 보안 솔루션들을 잘 조합하여 새로운 보안 오케스트레이션 서비스 모델을 제안하는 것이다. 현재 다양하고 지능화된 사이버 공격에 대응하고자 각종 단일 보안장비와 이를 통합 관리하는 SIEM과 AI솔루션까지 구축되었다. 그리고, 체계적인 예방과 대응을 위한 사이버보안 프레임워크와 보안 관제센터까지 개소를 하였다. 그러나 현실은 문서중심의 사이버보안 프레임워크와 한정된 보안인력으로 인해 TMS/IPS의 중요한 탐지 이벤트의 단편적인 침해대응의 관제형태를 벗어나기 힘든 상항이다. 이러한 문제점 개선을 위해 본 논문의 모델 기반으로 업무 특성과 취약한 자산 식별을 통해 보호해야 할 관제대상을 선정한 후, SIEM으로 로그 수집을 한다. 자산 정보를 기반으로 위협정보를 통해 사전 예방 방법과 세가지 탐지 전략을 수립했다. AI와 SIEM을 통해 공격 여부를 빠르게 판단하여 방화벽과 IPS에 자동 차단 기능이 연계되었다. 또한, 머신러닝 지도학습을 통해 TMS/IPS의 탐지 이벤트를 자동 침해사고 처리함으로 관제업무의 효율성 향상과 머신러닝 비지도 학습 결과를 통해 빅데이터 분석 중심의 위협헌팅 업무체계를 확립하였다.

한국형 동반성장 정책의 방향과 과제 (The Policy of Win-Win Growth between Large and Small Enterprises : A South Korean Model)

  • 이장우
    • 중소기업연구
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    • 제33권4호
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    • pp.77-93
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    • 2011
  • 본 연구는 최근 사회경제적 이슈가 되고 있는 동반성장의 개념과 실천 방향에 대해 논의하고자 한다. 이를 위해 동반성장의 정책적 개념을 살펴보고 유사한 개념인 상생협력과 공생발전과도 비교 분석하고자 한다. 또한 동반성장을 통해 글로벌 경쟁력을 만들어 낸 선진국 사례들로부터 교훈을 찾아내고 우리의 사회 문화적 특성에 맞는 한국형 모델을 제안하고자 한다. 한국형 동반성장 모델은 미국의 시장중심형, 일본의 문화기반형, 유럽의 정책주도형 등의 장점을 융합할 필요가 있다. 이를 위해 한국형 모델은 공동체적 에너지를 창출해내는 한국인의 잠재력 활용, 통제와 자율의 융합형 제도 개선, 미래지향적 협력관계를 위한 기업들의 행동변화 등 세 가지 요인을 핵심으로 할 필요가 있다. 한국형 모델의 실현을 위해 필요한 정부의 역할과 과제, 그리고 동반성장위원회의 역할에 대해서도 논의하고자 한다.

삼면반사체를 이용한 6자유도 미소 변위 측정 (Measurement of Fine 6-DOF Displacement using a 3-facet Mirror)

  • 박원식;조형석;변용규;박노열
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2000년도 제15차 학술회의논문집
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    • pp.50-50
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    • 2000
  • In this paper, a new measuring system is :proposed which can measure the fine 6-DOF displacement of rigid bodies. Its measurement principle is based on detection of laser beam reflected from a specially fabricated mirror that looks like a triangular pyramid having an equilateral cross-sectional shape. The mirror has three lateral reflective surfaces inclined 45$^{\circ}$ to its bottom surface. We call this mirror 3-facet mirror. The 3-facet mirror is mounted on the object whose 6-DOF displacement is to be measured. The measurement is operated by a laser-based optical system composed of a 3-facet mirror, a laser source, three position-sensitive detectors(PSD). In the sensor system, three PSDs are located at three corner points of a triangular formation, which is an equilateral triangular formation tying parallel to the reference plane. The sensitive areas of three PSDs are oriented toward the center point of the triangular formation. The object whose 6-DOF displacement is to be measured is situated at the center with the 3-facet mirror on its top surface. A laser beam is emitted from the laser source located at the upright position and vertically incident on the top of the 3-fatcet mirror. Since each reflective facet faces toward each PSD, the laser beam is reflected at the 3-facet mirror and splits into three sub-beams, each of which is reflected from the three facets and finally arrives at three PSDs, respectively. Since each PSD is a 2-dimensional sensor, we can acquire the information on the 6-DOF displacement of the 3-facet mirror. From this principle, we can get 6-DOF displacement of any object simply by mounting the 3-facet mirror on the object. In this paper, we model the relationship between the 6-DOF displacement of the object and the outputs of three PSDs. And, a series of simulations are performed to demonstrate the effectiveness of the proposed method. The simulation results show that the proposed sensing system can be an effective means of obtaining 3-dimensional position and orientation of arbitrary objects.

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실시간 신호제어를 위한 신경망 적용 지체최소화 주기길이 설계모형 개발 (Development of Neural Network Based Cycle Length Design Model Minimizing Delay for Traffic Responsive Control)

  • 이정윤;김진태;장명순
    • 대한교통학회지
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    • 제22권3호
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    • pp.145-157
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    • 2004
  • 국내 실시간 신호제어시스템은 주요교차로의 검지체계에서 산출되는 포화도 정보 및 실시간 신호운영자료를 토대로 차기 주기길이를 설계하고 있다. 이러한 국내 실시간 신호제어시스템의 주기길이 설계모형에 의해 설계되는 차기주기길이는 교통량이 증가하면 주기길이도 증가한다는 주기길이 결정 기본원리를 따르고 있으나 해당 주기길이 설계모형으로 결정되는 주기길이가 과연 지체최소화 주기인지 검토가 요구된다. 또한 국내 실시간 신호제어시스템의 주기길이 설계모형에는 운영자 결정 변수가 있어 차기 주기길이 설계가 비효율적일 수 있으므로 운영자 결정 변수를 제외한 주기길이 설계모형 개발이 필요하다. 이에 본 연구에서는 (1)국내 실시간 신호제어시스템의 주기길이 설계모형을 검토하고, (2)운영자 결정변수를 제외한 주기길이 설계모형을 개발한다. 국내 실시간신호제어시스템의 주기길이 설계모형을 검토한 결과 (1)교차로의 운영상태가 비포화일 경우 지체최소화 주기보다 큰 주기길이를 설계하는 것으로 검토되었고, (2)교차로의 현재 신호주기가 90초 이상일 경우 목적 운영포화도(Target operational volume-to-capacity ratio)가 0.90을 유지하는 반면 신호주기가 90초 미만일 경우 목적운영포화도가 0.90보다 작아지는 것으로 검토되었다. 본 연구는 이러한 점을 고려, 신경망을 이용하여 운영자 결정변수를 제외한 국내 실시간 신호제어시스템을 위한 지체 최소화 주기길이 설계 모형을 개발하였다. 모형 검증결과 본 연구에서 개발된 신경망 모형은 국내 실시간 신호 제어시스템과는 달리 지체최소화 주기길이와 유사한 패턴으로 주기길이를 설계한다는 결과를 도출하였다.택배서비스시장도 성장한 것으로 나타났다. 특히 정부주도에 의한 정보화추진이 전자상거래를 촉진시켜 택배서비스시장에 영향을 미친 것으로 분석되었다.수 있는 Load Balancing System을 제안한다.할 때 가장 효과적인 라우팅 프로토콜이라고 할 수 있다.iRNA 상의 의존관계를 분석할 수 있었다.수안보 등 지역에서 나타난다 이러한 이상대 주변에는 대개 온천이 발달되어 있었거나 새로 개발되어 있는 곳이다. 온천에 이용하고 있는 시추공의 자료는 배제하였으나 온천이응으로 직접적으로 영향을 받지 않은 시추공의 자료는 사용하였다 이러한 온천 주변 지역이라 하더라도 실제는 온천의 pumping 으로 인한 대류현상으로 주변 일대의 온도를 올려놓았기 때문에 비교적 높은 지열류량 값을 보인다. 한편 한반도 남동부 일대는 이번 추가된 자료에 의해 새로운 지열류량 분포 변화가 나타났다 강원 북부 오색온천지역 부근에서 높은 지열류량 분포를 보이며 또한 우리나라 대단층 중의 하나인 양산단층과 같은 방향으로 발달한 밀양단층, 모량단층, 동래단층 등 주변부로 NNE-SSW 방향의 지열류량 이상대가 발달한다. 이것으로 볼 때 지열류량은 지질구조와 무관하지 않음을 파악할 수 있다. 특히 이러한 단층대 주변은 지열수의 순환이 깊은 심도까지 가능하므로 이러한 대류현상으로 지표부근까지 높은 지온 전달이 되어 나타나는 것으로 판단된다.의 안정된 방사성표지효율을 보였다. $^{99m}Tc$-transferrin을 이용한 감염영상을 성공적으로 얻을 수 있었으며, $^{67}Ga$-citrate 영상과 비교하여 더 빠른 시간 안에 우수한 영상을 얻을 수

조직구성원의 정보기술 인적역량과 개인 업무만족 및 업무성과 간의 관계: 목표지향성 관점 (Relationships Among Employees' IT Personnel Competency, Personal Work Satisfaction, and Personal Work Performance: A Goal Orientation Perspective)

  • 허명숙;천면중
    • Asia pacific journal of information systems
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    • 제21권4호
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    • pp.63-104
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    • 2011
  • The study examines the relationships among employee's goal orientation, IT personnel competency, personal effectiveness. The goal orientation includes learning goal orientation, performance approach goal orientation, and performance avoid goal orientation. Personal effectiveness consists of personal work satisfaction and personal work performance. In general, IT personnel competency refers to IT expert's skills, expertise, and knowledge required to perform IT activities in organizations. However, due to the advent of the internet and the generalization of IT, IT personnel competency turns out to be an important competency of technological experts as well as employees in organizations. While the competency of IT itself is important, the appropriate harmony between IT personnel's business capability and technological capability enhances the value of human resources and thus provides organizations with sustainable competitive advantages. The rapid pace of organization change places increased pressure on employees to continually update their skills and adapt their behavior to new organizational realities. This challenge raises a number of important questions concerning organizational behavior? Why do some employees display remarkable flexibility in their behavioral responses to changes in the organization, whereas others firmly resist change or experience great stress when faced with the need to alter behavior? Why do some employees continually strive to improve themselves over their life span, whereas others are content to forge through life using the same basic knowledge and skills? Why do some employees throw themselves enthusiastically into challenging tasks, whereas others avoid challenging tasks? The goal orientation proposed by organizational psychology provides at least a partial answer to these questions. Goal orientations refer to stable personally characteristics fostered by "self-theories" about the nature and development of attributes (such as intelligence, personality, abilities, and skills) people have. Self-theories are one's beliefs and goal orientations are achievement motivation revealed in seeking goals in accordance with one's beliefs. The goal orientations include learning goal orientation, performance approach goal orientation, and performance avoid goal orientation. Specifically, a learning goal orientation refers to a preference to develop the self by acquiring new skills, mastering new situations, and improving one's competence. A performance approach goal orientation refers to a preference to demonstrate and validate the adequacy of one's competence by seeking favorable judgments and avoiding negative judgments. A performance avoid goal orientation refers to a preference to avoid the disproving of one's competence and to avoid negative judgements about it, while focusing on performance. And the study also examines the moderating role of work career of employees to investigate the difference in the relationship between IT personnel competency and personal effectiveness. The study analyzes the collected data using PASW 18.0 and and PLS(Partial Least Square). The study also uses PLS bootstrapping algorithm (sample size: 500) to test research hypotheses. The result shows that the influences of both a learning goal orientation (${\beta}$ = 0.301, t = 3.822, P < 0.000) and a performance approach goal orientation (${\beta}$ = 0.224, t = 2.710, P < 0.01) on IT personnel competency are positively significant, while the influence of a performance avoid goal orientation(${\beta}$ = -0.142, t = 2.398, p < 0.05) on IT personnel competency is negatively significant. The result indicates that employees differ in their psychological and behavioral responses according to the goal orientation of employees. The result also shows that the impact of a IT personnel competency on both personal work satisfaction(${\beta}$ = 0.395, t = 4.897, P < 0.000) and personal work performance(${\beta}$ = 0.575, t = 12.800, P < 0.000) is positively significant. And the impact of personal work satisfaction(${\beta}$ = 0.148, t = 2.432, p < 0.05) on personal work performance is positively significant. Finally, the impacts of control variables (gender, age, type of industry, position, work career) on the relationships between IT personnel competency and personal effectiveness(personal work satisfaction work performance) are partly significant. In addition, the study uses PLS algorithm to find out a GoF(global criterion of goodness of fit) of the exploratory research model which includes a mediating variable, IT personnel competency. The result of analysis shows that the value of GoF is 0.45 above GoFlarge(0.36). Therefore, the research model turns out be good. In addition, the study performs a Sobel Test to find out the statistical significance of the mediating variable, IT personnel competency, which is already turned out to have the mediating effect in the research model using PLS. The result of a Sobel Test shows that the values of Z are all significant statistically (above 1.96 and below -1.96) and indicates that IT personnel competency plays a mediating role in the research model. At the present day, most employees are universally afraid of organizational changes and resistant to them in organizations in which the acceptance and learning of a new information technology or information system is particularly required. The problem is due' to increasing a feeling of uneasiness and uncertainty in improving past practices in accordance with new organizational changes. It is not always possible for employees with positive attitudes to perform their works suitable to organizational goals. Therefore, organizations need to identify what kinds of goal-oriented minds employees have, motivate them to do self-directed learning, and provide them with organizational environment to enhance positive aspects in their works. Thus, the study provides researchers and practitioners with a matter of primary interest in goal orientation and IT personnel competency, of which they have been unaware until very recently. Some academic and practical implications and limitations arisen in the course of the research, and suggestions for future research directions are also discussed.

농업 종합 정보 시스템의 제안과 활성화 방안에 관한 연구 (A Study on Information Revitalization Plans of Integrated Agriculture Information System)

  • 차진만;강민수;박연식
    • 한국정보통신학회논문지
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    • 제10권6호
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    • pp.991-997
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    • 2006
  • 우리에게 농업은 단순히 식생활의 문제를 떠나 사회에 근간이 되는 분야이다. 하지만 급속히 정보화가 추진되고 있는 다른 분야에 비해 농업분야의 정보화는 그 발전 속도가 현저히 떨어지는 것은 살아있는 생물을 다루는 분야이기 때문이다. 하지만 정보화는 어쩔 수 없는 당면 과제이기에 정부 산하의 농업 관련 기관들은 개별적인 정보화 시스템을 구축 운용해오고 있다. 현재의 농업 정보화 시스템은 농업관측정보시스템과 농산물 유통 종합정보 시스템 그리고 농축산물 생산 및 수급정보 분석 시스템 등으로 볼 수 있지만 이러한 시스템은 초기의 기대와는 달리 비효율적으로 운영되어진 것이 현실이다. 여기에는 농업 관측 모형이 현실을 제대로 반영하지 못하는 문제점도 있지만 정부 산하의 각 기관들의 개별적인 개발로 인한 중복 투자와 시스템의 비효율적인 윤용 등의 문제점을 들 수 있다. 이에 따라 본 논문에서는 현재 개별적으로 운용되고 있는 농업 관측 정보 시스템, 농산물 유통 종합 정보 시스템 그리고 농축산물 생산 및 수급 정보 분석 시스템을 통폐합하고 유통관리 시스템과 기술지원 시스템의 구현과 종합 DB 시스템 구축과 이를 통합한 농업 종합 정보 시스템을 제안하며 농업 종합 정보 시스템의 활성화를 위한 각종 시책 등을 제시하고자 한다.

시맨틱 웹 자원의 랭킹을 위한 알고리즘: 클래스중심 접근방법 (A Ranking Algorithm for Semantic Web Resources: A Class-oriented Approach)

  • 노상규;박현정;박진수
    • Asia pacific journal of information systems
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    • 제17권4호
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    • pp.31-59
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    • 2007
  • We frequently use search engines to find relevant information in the Web but still end up with too much information. In order to solve this problem of information overload, ranking algorithms have been applied to various domains. As more information will be available in the future, effectively and efficiently ranking search results will become more critical. In this paper, we propose a ranking algorithm for the Semantic Web resources, specifically RDF resources. Traditionally, the importance of a particular Web page is estimated based on the number of key words found in the page, which is subject to manipulation. In contrast, link analysis methods such as Google's PageRank capitalize on the information which is inherent in the link structure of the Web graph. PageRank considers a certain page highly important if it is referred to by many other pages. The degree of the importance also increases if the importance of the referring pages is high. Kleinberg's algorithm is another link-structure based ranking algorithm for Web pages. Unlike PageRank, Kleinberg's algorithm utilizes two kinds of scores: the authority score and the hub score. If a page has a high authority score, it is an authority on a given topic and many pages refer to it. A page with a high hub score links to many authoritative pages. As mentioned above, the link-structure based ranking method has been playing an essential role in World Wide Web(WWW), and nowadays, many people recognize the effectiveness and efficiency of it. On the other hand, as Resource Description Framework(RDF) data model forms the foundation of the Semantic Web, any information in the Semantic Web can be expressed with RDF graph, making the ranking algorithm for RDF knowledge bases greatly important. The RDF graph consists of nodes and directional links similar to the Web graph. As a result, the link-structure based ranking method seems to be highly applicable to ranking the Semantic Web resources. However, the information space of the Semantic Web is more complex than that of WWW. For instance, WWW can be considered as one huge class, i.e., a collection of Web pages, which has only a recursive property, i.e., a 'refers to' property corresponding to the hyperlinks. However, the Semantic Web encompasses various kinds of classes and properties, and consequently, ranking methods used in WWW should be modified to reflect the complexity of the information space in the Semantic Web. Previous research addressed the ranking problem of query results retrieved from RDF knowledge bases. Mukherjea and Bamba modified Kleinberg's algorithm in order to apply their algorithm to rank the Semantic Web resources. They defined the objectivity score and the subjectivity score of a resource, which correspond to the authority score and the hub score of Kleinberg's, respectively. They concentrated on the diversity of properties and introduced property weights to control the influence of a resource on another resource depending on the characteristic of the property linking the two resources. A node with a high objectivity score becomes the object of many RDF triples, and a node with a high subjectivity score becomes the subject of many RDF triples. They developed several kinds of Semantic Web systems in order to validate their technique and showed some experimental results verifying the applicability of their method to the Semantic Web. Despite their efforts, however, there remained some limitations which they reported in their paper. First, their algorithm is useful only when a Semantic Web system represents most of the knowledge pertaining to a certain domain. In other words, the ratio of links to nodes should be high, or overall resources should be described in detail, to a certain degree for their algorithm to properly work. Second, a Tightly-Knit Community(TKC) effect, the phenomenon that pages which are less important but yet densely connected have higher scores than the ones that are more important but sparsely connected, remains as problematic. Third, a resource may have a high score, not because it is actually important, but simply because it is very common and as a consequence it has many links pointing to it. In this paper, we examine such ranking problems from a novel perspective and propose a new algorithm which can solve the problems under the previous studies. Our proposed method is based on a class-oriented approach. In contrast to the predicate-oriented approach entertained by the previous research, a user, under our approach, determines the weights of a property by comparing its relative significance to the other properties when evaluating the importance of resources in a specific class. This approach stems from the idea that most queries are supposed to find resources belonging to the same class in the Semantic Web, which consists of many heterogeneous classes in RDF Schema. This approach closely reflects the way that people, in the real world, evaluate something, and will turn out to be superior to the predicate-oriented approach for the Semantic Web. Our proposed algorithm can resolve the TKC(Tightly Knit Community) effect, and further can shed lights on other limitations posed by the previous research. In addition, we propose two ways to incorporate data-type properties which have not been employed even in the case when they have some significance on the resource importance. We designed an experiment to show the effectiveness of our proposed algorithm and the validity of ranking results, which was not tried ever in previous research. We also conducted a comprehensive mathematical analysis, which was overlooked in previous research. The mathematical analysis enabled us to simplify the calculation procedure. Finally, we summarize our experimental results and discuss further research issues.