• 제목/요약/키워드: Performance Measure

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공공서비스시설에서의 시설성능 요인에 대한 탐색적 연구 (Exploratory approach to measuring facility performance in public service facilities)

  • 이소영;신희용
    • 한국주거학회:학술대회논문집
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    • 한국주거학회 2009년 춘계학술발표대회 논문집
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    • pp.284-287
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    • 2009
  • In order to plan and manage public facilities effectively and efficiently, it is necessary to diagnose the current status of facilities and decide the objective features. Performance measurement is to provide managers with the information they need to measure competitive advantages. This paper discusses public facility performance in order to establish the conceptual framework for performance measurement for public facilities. In order to develop the measurement of public facility performance, a pilot study was conducted with facilities managers of facilities management corporation of public districts in Seoul. We investigated how public facilities management teams have assessed their performance and collected data regarding financial aspects, service aspects, community aspects, and building aspects. There is no standard format to measure facility performance since building sizes, programs, community needs widely differ. However, it is necessary to have a more consistent system to measure facility performance. In addition, each public municipal district needs to empower each district facilities management corporation to participate in managerial decisions and budget control.

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여유자유도 로봇에 있어서 성능지수 제한궤적을 이용한 부작업의 성능에 관한 연구 (A Study on the Subtask Performance Using Measure Constraint Locus for a Redundant Robot)

  • 최병욱;원종화;정명진
    • 전자공학회논문지B
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    • 제28B권10호
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    • pp.761-770
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    • 1991
  • This paper suggests a measure constraint locus for characterization of the performance of a subtask for a redundant robot. The measure constraint locus are the loci of points satisfying the necessary constraint for optimality of measure in the joint configuration space. To uniquely obtain an inverse kinematic solution, one must consider both measure constraint locus and self-motion manifolds which are set of homogeneous solutions. Using measure constraint locus for maniqulability measure, the invertible workspace without singularities and the topological property of the configuration space for linding equilibrium configurations are analyzed. We discuss some limitations based on the topological arguments of measure constraint locus, of the inverse kinematic algorithm for a cyclic task. And the inverse kinematic algorithm using global maxima on self-motion manifolds is proposed and its property is studied.

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Reconsideration of F1 Score as a Performance Measure in Mass Spectrometry-based Metabolomics

  • Jeong, Jaesik;Kim, Han Sol;Kim, Shin June
    • 통합자연과학논문집
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    • 제11권3호
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    • pp.161-164
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    • 2018
  • Over the past decade, mass spectrometry-based metabolomics, especially two dimensional gas chromatography mass spectrometry (GCxGC/TOF-MS), has become a key analytical tool for metabolomics data because of its sensitivity and ability to analyze complex biological or biochemical sample. However, the need to reduce variations within/between experiments has been reported and methodological developments to overcome such problem has long been a critical issue. Along with methodological developments, developing reasonable performance measure has also been studied. Following four numerical measures have been typically used for comparison: sensitivity, specificity, receiver operating characteristic (ROC) curves, and positive predictive value (PPV). However, more recently, such measures are replaced with F1 score in many fields including metabolomics area without any carefulness of its validity. Thus, we want to investigate the validity of F1 score on two examples, with the goal of raising the awareness in choosing appropriate performance comparison measure. We noticed that F1 score itself, as a performance measure, was not good enough. Accordingly, we suggest that F1 score be supplemented with other performance measure such as specificity to improve its validity.

PSS 파라미터 최적화 및 최적위치선정에 관한 연구 (Optimizaiton of PSS Parametes and Identification of Optimum Site for PSS Applications)

  • 박영문;정정원
    • 대한전기학회논문지
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    • 제40권5호
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    • pp.453-459
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    • 1991
  • This paper presents a new algorithm to select optimal parameters and location of power system stabilizer (PSS). A new performance measure, which evaluates the share of a particular mode among state responses, is introduced. The gradient of the performance measure with respect to PSS parametes is derived in an explicit form, so optimal parameters of PSS can be obtained by the steepest descent method. The machine, with which it is most probable to reduce the performance measure, is identified as the optimum site for PSS application.

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The Performance Improvement of Speech Recognition System based on Stochastic Distance Measure

  • Jeon, B.S.;Lee, D.J.;Song, C.K.;Lee, S.H.;Ryu, J.W.
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제4권2호
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    • pp.254-258
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    • 2004
  • In this paper, we propose a robust speech recognition system under noisy environments. Since the presence of noise severely degrades the performance of speech recognition system, it is important to design the robust speech recognition method against noise. The proposed method adopts a new distance measure technique based on stochastic probability instead of conventional method using minimum error. For evaluating the performance of the proposed method, we compared it with conventional distance measure for the 10-isolated Korean digits with car noise. Here, the proposed method showed better recognition rate than conventional distance measure for the various car noisy environments.

Optimization of trusses under uncertainties with harmony search

  • Togan, Vedat;Daloglu, Ayse T.;Karadeniz, Halil
    • Structural Engineering and Mechanics
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    • 제37권5호
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    • pp.543-560
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    • 2011
  • In structural engineering there are randomness inherently exist on determination of the loads, strength, geometry, and so on, and the manufacturing of the structural members, workmanship etc. Thus, objective and constraint functions of the optimization problem are functions that depend on those randomly natured components. The constraints being the function of the random variables are evaluated by using reliability index or performance measure approaches in the optimization process. In this study, the minimum weight of a space truss is obtained under the uncertainties on the load, material and cross-section areas with harmony search using reliability index and performance measure approaches. Consequently, optimization algorithm produces the same result when both the approaches converge. Performance measure approach, however, is more efficient compare to reliability index approach in terms of the convergence rate and iterations needed.

내부브랜딩 수행수준 평가 도구 개발 및 국내 자생 호텔과 다국적 호텔의 내부브랜딩 수행수준 차이 분석 (Development of Internal Branding Performance Measure and Analysis on the Difference of Internal Branding Performances between Local and International Hotels)

  • 최미경
    • 대한지역사회영양학회지
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    • 제11권1호
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    • pp.116-123
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    • 2006
  • The purposes of this study were to develop a tool for assessing internal branding performance and to identify the difference of internal branding performance between local and international hotels. The internal branding performance measure was developed through literature studies and face-to-face in-depth interviews with managers in various departments of 5 deluxe hotels. The questionnaires were distributed to 460 employees in food and beverage departments of 11 deluxe hotels in Seoul, and a total of 398 questionnaires were used for analysis ($86.5\%$). The statistical analyses were completed using SPSS Win (12.0) for descriptive analysis, reliability analysis and t-test, and AMOS (5.0) for confirmatory factor analysis. The results of this study showed that the measure developed in this study was reliable and valid for assessing internal branding performances of hotels. In addition, the internal branding performances of hotels were high at understanding of brand dimensions and relatively low at work and organizational culture and human resource management dimensions, and local hotels showed lower levels of performance than international hotels at the dimensions of work and organizational culture (t = -3.801, P < 0.001) and human resource management(t = -5.397, p < 0.001). In conclusion, it is considered that a strong internal branding strategy should be established for successful brand management, and the practical measure for internal branding performance would be a key factor.

제연용 송풍기의 방염성능 시험장치 설계 (Design of performance testing device for heat exhaust ventilation fan)

  • 이영모;김광용;이재엽;정현종
    • 유체기계공업학회:학술대회논문집
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    • 유체기계공업학회 2005년도 연구개발 발표회 논문집
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    • pp.367-372
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    • 2005
  • This study primarily is concerned with a new device which has been developed following the international standards to measure the ventilation performance at elevated temperature. This device can measure duration of ventilation, performance of electricity, static pressure at elevated temperature and also it is having provision to measure reversible performances during fire hazards. Invented device is closed circuit type system which is best suited for korean industrial environment with low cost and high efficiency. International standards has been compared and performance testing has been major using BS 7346 which is tested by Warrington Fire Research Centre.

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하이브리드 신뢰도를 이용한 제한 영역 핵심어 검출 성능향상 (Improvement of Domain-specific Keyword Spotting Performance Using Hybrid Confidence Measure)

  • 이경록;서현철;최승호;최승호;김진영
    • 한국음향학회지
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    • 제21권7호
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    • pp.632-640
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    • 2002
  • 본 논문에서는 기존의 RLJ-신뢰도 (RLJ-confidence measure)와 정규화 신뢰도 (normalized CM)의 단점을 보완하기 위해 ACM (Anti-filler CM)을 제안하였고, HCM (hybrid CM)을 이용하여 기존의 NCM과 제안한 ACM을 통합하였다. 제안된 ACM은 기존 신뢰도의 단점 중 하나인 오인증 (FA: false acceptance)의 원인이 반음소 모델의 구성방법에 있다고 보고 음소 인식기를 이용하여 실제 음소 수열을 추정한 다음, 이를 반음소 모델로 정의하고 신뢰도를 계산하였다. 두 가지 신뢰도의 특성을 살펴보면, 기존 NCM(FR: false rejection)에 좋은 성능을 보이고, 제안한 ACM은 FA에서 좋은 성능을 보여 두 신뢰도가 상보적인 특성을 가진다 이를 이용하여 두 가지 신뢰도를 가중치 벡터 α를 이용하여 통합하고 이를 합성 신뢰도 (HCM: Hybrid CM)라고 정의하였다. 실험결과 미검출율 (MDR: missed detection rate) 10%부근에서, HCM 적용시에 0.219 FA/KW/HR (false alarm/keyword/how)로서 NCM 단독사용에 비해 성능이 22% 향상되었다.

A Bayesian Diagnostic Measure and Stopping Rule for Detecting Influential Observations in Discriminant Analysis

  • Kim, Myung-Cheol;Kim, Hea-Jung
    • Journal of the Korean Statistical Society
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    • 제29권3호
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    • pp.337-350
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    • 2000
  • This paper suggests a new diagnostic measure and a stopping rule for detecting influential observations in multiple discriminant analysis (MDA). It is developed from a Bayesian point of view using a default Bayes factor obtained from the fractional Bayes factor methodology. The Bayes factor is taken as a discriminatory information in MDA. It is shown that the effect of an observation over the discriminatory information is fully explained by the diagnostic measure. Based on the measure, we suggest a stopping rule for detecting influential observations in a given training sample. As a tool for interpreting the measure a graphical method is sued. Performance of the method is used. Performance of the method is examined through two illustrative examples.

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