• 제목/요약/키워드: Statistical Technique

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Kano 모델과 통계 기법을 이용한 요구사항 분류 및 협상을 위한 정보 생성 기법 (A Technique for Classifying Requirement/Stakeholder and Generating Information for Negotiation Using Kano Model and Statistical Method)

  • 변정원;김지혁;류성열;황만수
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제37권3호
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    • pp.161-169
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    • 2010
  • 요구사항 추출 활동은 다양한 이해당사자의 요구를 요구사항으로 추출하고 협상을 위한 정보를 생성하는 사전 준비 작업이다. 그러나 현재 고객으로부터 요구사항 수집을 위한 기법은 다수 존재하고 있으나, 요구사항 분류와 협상을 위한 정보 제공에 대한 연구는 부족한 실정이다. 본 연구는 요구사항을 분류하고, 협상을 위한 정보를 식별하는 기법에 대한 연구이다. 본 연구는 요구사항 분류를 위해 Kano 모델과 통계 기법을 활용하였으며, 협상을 위한 정보를 생성하기 위해 요구사항과 문제의 관계를 고려하였다. 제안한 기법에 대한 시뮬레이션, Rough Set Theory, 사례 검증을 수행하여 제안한 방법의 타당성을 검증하였다.

확률적 선형화를 이용한 철도차량의 횡방향 진동에 관한 연구 (A Study on the Lateral Vibretion of a Railway Vehicle Utilizing Statistical Linearization Technique)

  • 임종순;박윤식
    • 대한기계학회논문집
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    • 제10권5호
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    • pp.742-750
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    • 1986
  • 본 연구에서는 레일의 불규칙성을 가우시안 분포(Gausian distribution)를 갖 는 랜덤함수로 보고 레일과 바퀴의 비선형기하학적 형상을 확률적 선형화 방법으로 단 순화하여 측방향 강제진동 응답을 구하였다. 또 구하여진 rms 응답 스펙트럼은 비선 형 방정식을 직접 수치적분하여 구한 결과와 비교하므로써 확률적 선형화방법의 효용 성을 보였다. 또한 열차 주행 속도를 변화 시키면서 강제 진동 응답을 시간 영역에 서 구하였으며 그로부터 지금까지 실험결과에서 나타나고 있는 간헐적헌팅(intermit- tent hunting)에 대한 현상을 설명하였다.

마이크로데이터 제공과 통계적 노출조절기법 (Release of Microdata and Statistical Disclosure Control Techniques)

  • 김규성
    • Communications for Statistical Applications and Methods
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    • 제16권1호
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    • pp.1-11
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    • 2009
  • 마이크로데이터를 이용자에게 제공하면 레코드 단위의 데이터가 노출되고 응답자의 정보 노출위험이 불가피하다. 통계적 노출조절기법은 통계데이터 제공시 노출위험을 줄이면서 데이터 유용성을 높이기 위한 통계적 기법이다. 본 논문에서는 노출과 노출위험, 그리고 통계적 노출조절기법을 고찰하였고 데이터 유용성과 연관하여 노출조절기법 선택 전략을 살펴보았으며, '위험-유용성 경계 지도' 방법의 예를 알아보았다. 마지막으로 마이크로데이터를 이용자에게 제공할 때 단계별로 검토할 사항을 알아보았다.

THE METHOD TO CONSTRUCT THE STRONG COMBINED-OPTIMAL DESIGN

  • Huang Pi-Hsiang;Liau Pen-Hwang
    • Journal of the Korean Statistical Society
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    • 제35권2호
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    • pp.201-212
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    • 2006
  • The technique of foldover is usually used by experimenters to de-alias the effects that are interesting in follow-up experiment. Employing a $2^{k-p}$ design with resolution III or higher, Li and Lin (2003) developed an algorithm and used computer programs to search its corresponding optimal foldover design for selected 16-run and 32-run experiments. Based on the minimum aberration criterion, the strong combined-optimal design, defined by Li and Lin, is the better choice of the initial design. In this article, we apply the technique of blocking to find the strong combined-optimal designs. Furthermore, we will tabulate all 16-run and 32-run strong combined-optimal designs and their corresponding core foldover plans for practical use. Some new designs that have not appeared in the other literature but constructed by the technique of blocking are also proposed in this article.

중회귀식을 이용한 원주시 $SO_2$ 오염도 예보기법 개발에 관한 연구 (On the Development of the Statistical $SO_2$ Forecasting Technique by the Multiple Regression Analysis in Wonju City)

  • 송동웅
    • 한국환경과학회지
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    • 제7권6호
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    • pp.827-831
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    • 1998
  • Statistical $SO_2$ forecasting technique by multiple regression analysis was designed and developed to predict $SO_2$ concentration in Wonju City. $SO_2$ concentration data measured from air pollution monitoring system and meteorological factors data such as : wind speed, atmospheric stability, surface temperature, relative humidity and precipitation were used in Wonju City during the 1996~1997. As the results, correlation model for forecasting was well fitted with some parameters including minimum temperature, wind speed and the $SO_2$ concentration of the previous day.

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Red Tide Prediction in the Korean Coastal Areas by RS and GIS

  • Yoon, Hong-Joo
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2006년도 Proceedings of ISRS 2006 PORSEC Volume I
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    • pp.332-335
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    • 2006
  • Red tide(harmful algae) in the Korean Coastal Waters has a given a great damage to the fishery every year. However, the aim of our study understands the influence of meteorological factors (air and water temperature, precipitation, sunshine, solar radiation, winds) relating to the mechanism of red tide occurrence and monitors red tide by satellite remote sensing, and analyzes the potential area for red tide occurrence by GIS. The meteorological factors have directly influenced on red tide formation. Thus, We want to predict and apply to red tide formation from statistical analyses on the relationships between red tide formation and meteorological factors. In future, it should be realized the near real time monitoring for red tide by the development of remote sensing technique and the construction of integrated model by the red tide information management system (the data base of red tide - meteorological informations). Finally our purpose is support to the prediction information for the possible red tide occurrence by coastal meteorological information and contribute to reduce the red tide disaster by the prediction technique for red tide.

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Implementation of Randomized Response Technique at Internet Survey

  • Park, Hee-Chang;Nam, Ki-Seong;Lee, Gi-Sung
    • Communications for Statistical Applications and Methods
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    • 제8권3호
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    • pp.731-737
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    • 2001
  • In this paper, we suggest and implement an internet survey system cooperating the randomized response technique(RRT). We compare it with the direct survey. RRT is an indirect survey method to get true information from the respondent who is conceived to have sensitive character without revealing his/her status. We implement our system(method) based a data-base system, so it common all kind of data obtained through internet surveys. This system also can be used in spot survey independently.

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Reliability Expression for Complex System

  • Seong Cheol Lee
    • Communications for Statistical Applications and Methods
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    • 제3권3호
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    • pp.125-133
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    • 1996
  • In this paper, we present a algebraic technique for computing system reliability for complex system. The method was originally developed as an aid to fault tree analysis but it applies to general problems of reliability assessment. A success expression which directly gives the reliability expression is formed and simplified by the procedure. Several algorithms and examples are illustrated.

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Assessment for Efficiency of Two-Stage Randomized Response Technique

  • Park, Kyung-Ho
    • Communications for Statistical Applications and Methods
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    • 제7권2호
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    • pp.427-433
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    • 2000
  • In this paper, we review several two-stage randomized response techniques for gathering self-report data when persons are asked sensitive question. Also efficiencies and privacy protections based on the two-stage randomized response procedures are compared. Finally, we find optimal parameter conditions.

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On a Transformation Technique for Nonparametric Regression

  • Kim, Woochul;Park, Byeong U.
    • Journal of the Korean Statistical Society
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    • 제25권2호
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    • pp.217-233
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    • 1996
  • This paper gives a rigorous proof of an asymptotic result about bias and variance for a transformation-based nonparametric regression estimator proposed by Park et al (1995).

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