• 제목/요약/키워드: Data Ordering

검색결과 286건 처리시간 0.024초

k-Modes 분할 알고리즘에 의한 군집의 상관정보 기반 빅데이터 분석 (A Big Data Analysis by Between-Cluster Information using k-Modes Clustering Algorithm)

  • 박인규
    • 디지털융복합연구
    • /
    • 제13권11호
    • /
    • pp.157-164
    • /
    • 2015
  • 본 논문은 융복합을 위한 범주형 데이터의 부공간에 의한 군집화에 대해서 다룬다. 범주형 데이터는 수치형 데이터에만 국한되지 않기 때문에 기존의 범주형 데이터들의 평가척도들은 순서화(ordering)의 부재와 데이터의 고차원성과 희소성으로 인하여 한계를 가지기 마련이다. 따라서 각각의 군집에 존재하는 범주형 속성들의 상호 유사도을 보다 근접하게 측정할 수 있는 조건부 엔트로피 척도를 제안한다. 또한 군집의 최적화를 위하여 군집내의 발산을 최소화하고, 군집간의 독립성을 향상시킬 수 있는 새로운 목적함수를 제안한다. 제안된 알고리즘의 성능을 4개의 알고리즘과 비교검증하기 위하여 5가지의 데이터에 대하여 실험을 수행하였다. 비교검증을 위한 평가척도는 정확도, f-척도와 적응된 Rand 색인이다. 실험을 통하여 제안된 방법이 평가척도에 의한 결과에서 기존의 방법들보다 좋은 성능을 보였다.

Some Partial Orders Describing Positive Aging

  • Choi, Jeen-Kap;Kim, Sang-Lyong
    • Journal of the Korean Data and Information Science Society
    • /
    • 제7권1호
    • /
    • pp.119-127
    • /
    • 1996
  • The concepy of positive aging describles the adverse effects of age on the lifetime of units. Various aspects of this concepts are described in terms of conditional probability distribution of residual life times, failure rates, equilibrium distributions, etc. In this paper we will consider some partial ordering relations of life distribution under residual life functions and equilibrium distributions.

  • PDF

Reference Priors in a Two-Way Mixed-Effects Analysis of Variance Model

  • 장인홍;김병휘
    • Journal of the Korean Data and Information Science Society
    • /
    • 제13권2호
    • /
    • pp.317-328
    • /
    • 2002
  • We first derive group ordering reference priors in a two-way mixed-effects analysis of variance (ANOVA) model. We show that posterior distributions are proper and provide marginal posterior distributions under reference priors. We also examine whether the reference priors satisfy the probability matching criterion. Finally, the reference prior satisfying the probability matching criterion is shown to be good in the sense of frequentist coverage probability of the posterior quantile.

  • PDF

Reference Priors in the Normal Distributions with Common Coefficient of Variation

  • Lee, Hee-Choon;Kang, Sang-Gil
    • Journal of the Korean Data and Information Science Society
    • /
    • 제14권3호
    • /
    • pp.697-705
    • /
    • 2003
  • When X and Y have independent normal distributions with equal coefficient of variation, we develop the reference priors for different groups of ordering for the parameters. Propriety of posteriors under reference priors proved. A real example is presented to compare the classical estimator and Bayes estimator.

  • PDF

스트림 데이터 환경에서의 효율적인 필터 연산자 순서화 (Efficient Filter Operator Ordering On Stream Data Environments)

  • 민준기
    • 한국정보처리학회:학술대회논문집
    • /
    • 한국정보처리학회 2006년도 추계학술발표대회
    • /
    • pp.321-324
    • /
    • 2006
  • 인터넷과 인트라넷의 확산에 따라, 스트림 데이터 처리 (stream data processing) 와 같은 새로운 분야가 등장하게 되었다. 스트림 데이터의 특징은 실 시간적이고 연속적으로 생성된다는 것이다. 따라서 기존의 질의 처리와는 달리 질의 또한 연속적으로 처리된다. 본 논문에서는 시간에 따라서 예측할 수 없게 특성이 바뀌는 데이터 스트림에 대한 처리에 대하여 다룬다. 특별히, 본 논문에서는 스트림 데이터에 대한 질의문을 구성하는 연산자들 간의 효율적인 수행 순서 생성 기법을 제안한다. 본 논문에서 제안하는 방법은 시스템의 부담을 적게 주면서도 데이터의 변화에 따라 수행 순서를 변화시킨다. 또한 본 논문에서는 고정 연산자 순서와 비교하여 제안한 기법의 우수성을 보였다.

  • PDF

공공부문 시공책임형 CM 사업의 시공이전단계 성과분석 (Performance Analysis of Pre-Construction Phase of CM at Risk Project in Public Sector)

  • 박보성;김옥규
    • 한국건설관리학회논문집
    • /
    • 제22권2호
    • /
    • pp.97-105
    • /
    • 2021
  • 발주제도 혁신을 통한 국내 건설산업의 글로벌 경쟁력 강화를 목적으로 시작된 시공책임형 CM 사업이 공공부문에서 시범사업의 형태로 시행되고 있다. 그러나 정식 발주제도로 나아가기 위한 관련 법령 제정까지는 시간이 필요해 보이며, 사업에 대한 성과분석도 아직까지 미진한 상황이다. 이에 본 논문에서는 현재 시행되고 있는 4개의 시범사업의 사업이전단계사업관리(Pre-Construction Service)에 대한 성과분석을 통해 사업의 효과와 신뢰성을 검증하고자 하였다. Team Building, 설계도서 정합성, 공기검토, VE, BIM 활용 등 총 5개의 분야에 대해 성과분석을 진행했으며, 참여자 면담조사를 통해 문제점을 확인하고 그에 대한 개선안을 제시하였다. 본 연구의 결과는 향후 이루어질 발주제도 법제화에 대한 기초자료로 활용될 수 있을 것으로 기대한다.

건설공사의 공정계획을 위한 공정정보 시스템 구축에 관한 연구 (A Study on the Plan Establishing Process Data System for the Process Plan of Construction Works)

  • 안효수;권춘안
    • 한국건축시공학회:학술대회논문집
    • /
    • 한국건축시공학회 2001년도 학술논문발표회
    • /
    • pp.142-147
    • /
    • 2001
  • Recently, as the field of construction industrial is enlarged and the blanket control system is formed, the process plan considered from initial process formation to construction cost must be systematic and rational. So we have to propose and compose the new process formation system that divides the intention decisive property of construction data, its relationship and the data property according to process definitely and can express and control easily the public ownership of construction data and network process under the peculation control. So this study decides the field formation and construction data of the work according to the ordering and contract way to establish the process data system for the process plan, shows that the lot theory is necessary to form the economical construction field and proposes that the integrated formation system of construction data that is made by code system must be established.

  • PDF

배전계통 적정 신뢰도 유지를 위한 설비교체 순위 평가 (Component Replacement Ordering Evaluation for Proper Reliability Maintenance in Power Distribution System)

  • 이희태;김재철;문종필;추철민
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2005년도 제36회 하계학술대회 논문집 A
    • /
    • pp.48-50
    • /
    • 2005
  • New environment change of electric power system focused in consumer's energy supply and demand. But electric power reliability preservation and reliability improvement countermeasure also need for long-term. It is need that change equipments that is composing electric power system in well-timed time and by maintaining, prevent breakdown beforehand and prevent consumer's power interruption by equipment fail. However, as only quantitative estimation is available by reliability estimation method that is presented in existing, it is no to use in dictionary fault prevention. Therefore, applied optimum reliability preservation through existent equipment fault data analysis of electric power system in equipment replace side, and this when maintain equipment replace of electric power system for reliability preservation using responsiveness analysis to base ordering evaluate. In existing about main equipment plain that this paper is power system the valued failure rate use this by score and precedence of electric power system equipment for replace of system considered expense.

  • PDF

경주지역 특급호텔 식자재 관리시스템의 실태와 개선 방안(H호텔을 중심으로) (Study on the food control system of the five-star hotels in Gyeong-Ju area)

  • 최수근
    • 한국관광식음료학회지:관광식음료경영연구
    • /
    • 제14권1호
    • /
    • pp.95-110
    • /
    • 2003
  • Although Korea has just passed the IMF intervention, the hotel business in Gyeongju does not seem to entirely recover from the econmic recession. In particular, the sales of food and beverage dominantly on domestic demand are still in difficulty. This research was undertaken in order to identify the problems of food control in the five-star hotels in Gyeongju area, and to recommend some suggestion of enhancing the current system to boost the revenue. It is revealed that most of the hotels in question are poorly operating for the food control. In particular, they have spent too much unnecessary cost for the ordering, inspecting, issuing and storing food. A five-star hotel is selected for the survey, and the data obtained from the survey are properly manipulated for the analysis. The problems of the food control system are as follows : Firstly, it hasn't developed a standardized manual for the ordering, inspecting, issuing and storing food. Secondly, an appropriate food control system incorporating the unique Gyeongju environment should be developed. Thirdly, 'first ordered, first issued' method should be applied to reduce to reduce the cost Lastly, few managers recognizes the importance of food control.

  • PDF

에이전트를 이용한 글로벌 구매 외주환경의 구축 (Global Purchasing and Ordering Environment using Agent Technology)

  • 김태운;김홍배;현재명
    • 한국정보시스템학회지:정보시스템연구
    • /
    • 제6권2호
    • /
    • pp.85-105
    • /
    • 1997
  • The objective of this research is to construct and build a software platform to enable collaboration among enterprise headquarters, product designers, software engineers, manufacturing plants, and suppliers which are locate at different remote locations via internet. In specific, agent technology is adopted as a software vehicle to automate demand and supply process in the internet environment. Agents are programs that act on behalf of their human users to perform laborious tasks such as information locating, accessing, filtering, integrating, adapting and resolving inconsistencies. Global competion is forcing the present day industry to produce high quality product more fast and inexpensively. In Korea, most labor-intensive industries have moved to China and other Asian countries for cost reduction. The need for fast information exchange has increased among the remote locations for the cooperation and coordination. In this research, a virtual global purchasing and ordering system will be constructured that distributes production schedule among remote places, acts as a bridge between the headquarters and manufacturing plants, distributes tasks and collates different solutions between demand and supply using agent. The external communication protocol takes HTML format, internal message handling requires SGML for document exchange, and KQML for agent implementation. The expected benefits will be : reduced cost of real-time information exchange, realization of global manufacturing environment, the maximum utilization of internet for the enterprise data exchange.

  • PDF