• 제목/요약/키워드: Multi-Dimensional Scaling

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다차원척도법을 활용한 인터넷 포털 사이트들의 포지셔닝에 관한 연구 (A Study of Internet Portal Sites Positioning Using Multi-Dimensional Scaling)

  • 이충권;이홍희;조미희
    • 한국산업정보학회논문지
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    • 제18권6호
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    • pp.103-112
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    • 2013
  • 인터넷에서 다수의 포털 사이트들이 치열한 경쟁을 벌이고 있지만, 일반 사용자들이 각 포털 사이트를 어떻게 인식하고 있는지에 대한 연구는 이루어지지 않았다. 본 연구는 인터넷 사용자들의 포털 사이트들에 대한 인식을 알아보기 위하여, 대표적인 다섯 개의 사이트들(Daum, 네이버, 구글, 네이트, 그리고 MSN) 간의 유사성 분석을 시도하였다. 다차원척도법을 활용하여 포털 사이트들 간의 차이를 개념적인 거리로 측정함으로써 각 사이트들의 상대적인 포지셔닝을 파악하고자 하였다. 본 연구의 결과는 포털 사이트 간 전략의 차이를 가시적으로 이해하는데 중요한 의미를 지닐 것으로 기대된다.

인자분석과 다효원척를 이용한 스피이커의 음질평가 (The assessment of sound quality of loudspeaker system by using factor analysis and muliti-dimensional scaling)

  • 황영수;김영일;차일환
    • 한국음향학회지
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    • 제3권1호
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    • pp.16-24
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    • 1984
  • The objective data and subjective data correlated in order to rate sound quality of loudspeaker system and these data were analyzed by the Factor Analysis and Multi-Dimensioinal Scaling. The dimensions yielded Factor Analysis were interpreted as "Contrast", "Metallic", "Rich", "Present" and their relation to physical variables were explored by studying the positions of loudspeaker systems in the respective dimension. When the subjective similarity degree of loudspeaker systems was compared with the objective similarity degree of loudspeaker systems by Multi-Dimensional Scaling, the similarity degree of sound pressure response in the listening room closely coincided with the subjective similarity degree regardless of sound source. This result implies the necessity of measurements taken not only in an anechoic room but also in a listening room in order to rate sound quality of loudspeaker systems.

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Scaling MDS for Preference Data Using Target Configuration

  • Hwang, S.Y.;Park, S.K.
    • Journal of the Korean Data and Information Science Society
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    • 제14권2호
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    • pp.237-245
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    • 2003
  • MDS(multi-dimensional scaling) for preference data is a graphical tool which usually figures out how consumers recognize, evaluate certain products. This article is mainly concerned with an optimal scaling for MDS when target configuration is available. Rotation of axis and SUR(seemingly unrelated regression) methods are employed to get a new configuration which is obtained as close to the target as we can. Methodologies developed here are also illustrated via a real data set.

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거리매칭에 기반한 다수로봇 위치추정 (Multi-Robot Localization based on Distance Mapping)

  • 제홍모;김정태;김대진
    • 한국정보과학회:학술대회논문집
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    • 한국정보과학회 2007년도 가을 학술발표논문집 Vol.34 No.2 (C)
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    • pp.433-438
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    • 2007
  • This paper presents a distance mapping-based localization method with incomplete data which means partially observed data. We make three contributions. First, we propose the use of Multi Dimensional Scaling (MDS) for multi-robot localization. Second, we formulate the problem to accomodate partial observations common in multi-robot settings. We solve the resulting optimization problem using #Scaling by Majorizing a Complicated function (SMACOF)#, a popular algorithm fur iterative MDS. Third, we not only verify the performance of MDS-based multi-robot localization by computer simulations, but also implement a real world localization of multi-robot team. Using extensive empirical results, we show that the accuracy of the proposed method is almost similar to that of Monte Carlo Localization(MCL).

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다차원 척도법을 이용한 대규모 주거단지 보행공간의 선호도 분석 -부산광역시 해운대 신시가지를 대상으로- (Preference Analysis for the Pedestrian Space in Large-scale Residential Complex by Multi Dimensional Scaling -Focused on the Haeundae New town in Busan-)

  • 김유준;강윤원;김종구
    • 대한토목학회논문집
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    • 제34권1호
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    • pp.333-340
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    • 2014
  • 보행자들의 선호도 및 선호공간의 특성을 고찰하기 위하여 다차원척도법(MDS)을 이용하여 분석을 실시한 결과, 차원 1의 보행공간 특성은 보행자 전용도로의 유무여부, 보차분리가 되어 있는 공간과 보차분리가 되어 있지 않은 공간적 특성을 가지는 "보차분리(보행자 전용도로)"의 차원으로 해석된다. 차원 2는 자연적이고 한적한 경관적 특성을 가지는 공간과 복잡하고 혼잡한 도시적 특성을 가지는 공간으로 "자연성-도회성"의 차원으로 해석된다. 또한 보행자들의 선호공간 벡터를 분석한 결과 주거단지 사이의 보행자 전용도로, 소공원 보행공간, 근린공원 보행공간, 공공시설 주변 보행공간 등이 가장 선호되는 공간으로 나타났고, 단독주택주변 보행공간은 반대로 가장 선호하지 않는 공간으로 분석된다.

Principal Component Analysis와 Multi-Dimensional Scaling 분석을 이용한 시화공단 시흥천의 수질지표 및 미생물 군집 분포 연구 (Assessing Water Quality of Siheung Stream in Shihwa Industrial Complex Using Both Principal Component Analysis and Multi-Dimensional Scaling Analysis of Korean Water Quality Index and Microbial Community Data)

  • 서경진;김주미;김민정;김성근;이지은;김인영;조경덕;고광표
    • 한국환경보건학회지
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    • 제35권6호
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    • pp.517-525
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    • 2009
  • The water quality of Lake Shihwa had been rapidly deteriorating since 1994 due to wastewater input from the watersheds, limited water circulation and the lack of a wastewater treatment policy. In 2000, the government decided to open the tidal embankment and make a comprehensive management plan to improve the water quality, especially inflowing stream water around Shihwa and Banwol industrial complex. However, the water quality and microbial community have not as yet been fully evaluated. The purpose of this study is to investigate the influent water quality around the industrial area based on chemical and biological analysis, and collected surface water sample from the Siheung Stream, up-stream to down-stream through the industrial complex, Samples were collected in July 2009. The results show that the downstream site near the industrial complex had higher concentrations of heavy metals (Cu, Mn, Fe, Mg, and Zn) and organic matter than upstream sites. A combination of DGGE (Denaturing Gradient Gel Electrophoresis) gels, lists of K-WQI (Korean Water Quality Index), cluster analysis, MDS (Multi-Dimensional Scaling) and PCA (Principal Component Analysis) has demonstrated clear clustering between Siheung stream 3 and 4 and with a high similarity and detected metal reducing bacteria (Shewanella spp.) and biodegrading bacteria (Acinetobacter spp.). These results suggest that use of both chemical and microbiological marker would be useful to fully evaluate the water quality.

선박운항 시뮬레이터 실험조건 축소화 연구 (Reduction of Simulation Number for Ship Handling Safety Assessment)

  • 권세혁;오현승
    • 산업경영시스템학회지
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    • 제35권1호
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    • pp.101-106
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    • 2012
  • Ship handling simulator is a virtual ship navigating system with three dimensional screen system and simulation programs. FTS simulation can produce theoretically infinite experiment tests without time constraint, but which results in collecting determinstic observations. RTS simulation can collect statistical observations but has disadvantage of spending at least 30 minutes for a single experiment. The previous studies suggested that the number of experiment conditions to be tested could be reduced to obtain random data with RTS simulation by focusing on highly difficult experiment condition for ship handling. It has the limitation of not estimating the distribution of ship handling difficulty for the route. In this paper, similarity and clustering analysis are suggested for reduction methodology of experiment conditions. Similarity of experiment conditions are measured as follows: euclidean distance of ship handling difficulty index and correlation matrix of distance differences from the designed route. Clustering analysis and multi-dimensional scaling are applied to classify experiment conditions with measured similarity into reducing the number of RTS simulation conditions. An empirical result on Dangin harbor is shown and discussed.

다차원척도법을 이용한 강변저류지 최적위치 선정에 관한 연구 (Research of Decision for Optimal Locations of Washland Using Multi-Dimensional Scaling Method)

  • 김도현;노희성;백천우;안태진
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2011년도 학술발표회
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    • pp.395-400
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    • 2011
  • 강변저류지는 국내에서 천변저류지라는 이름으로 2000년 초반부터 관련 연구가 시작되었으며, 기존의 하천연안 저지대 및 홍수터를 활용하여 제방의 일부 구간에 취수부를 설치, 하천의 계획홍수를 초가하거나 일정수위 이상의 홍수가 발생할 때 초과하는 홍수량을 저류하여 하류의 첨두홍수를 저감시키는 소규모 수공구조물이다. 이러한 강변저류지는 off-line 형식으로 2차원적인 홍수량 분담을 통해 홍수량을 조절하여, 홍수조절효과가 확실하고 그 효과가 즉시 나타나는 특징이 있다. 또한 한 대상유역 내에 다수의 대상지역이 존재하게 된다. 하지만 이들 후 보지 전체에 강변저류지를 설치하는 것은 다수의 제약조건에 의해 불가능하며 대상유역의 어느 후보지에 강변저류지를 설치한다는 문제를 해결하기위해 기존에 수행되었던 연구들은 각각의 장단점이 있으며 이들 연구의 가장 큰 문제는 의사결정을 위해 사용되는 변수의 통합과정에서 발생될 수 있는 오류가 있다는 것이다. 본 연구에서는 다수의 기준과 변수에 의해 결정되어진 강변저류지의 설치 우선순위들을 다차원척도법(Multi-Dimensional Scaling)를 이용하여 최종적인 하나의 순위를 도출하는 것으로 기존에 수행되었던 연구결과의 장점을 포함하며, 보다 많은 변수를 고려할 수 있는 방안을 제시하고자 한다.

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국제 기준에 부합하는 효과적 안전표지의 지각 특성 (Perceptional Characteristics of Effective Safety Signs Corresponding to International Criteria)

  • 임현교;박영원;정광태
    • 한국안전학회지
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    • 제23권5호
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    • pp.111-118
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    • 2008
  • In usual safety signs are final means to transmit hazard information so that the importance of them cannot be emphasized too much. Nevertheless, in Korea, few people are interested in functions of safety signs so that evaluation of safety signs are seldom committed. This research was conducted to evaluate and compare perceptional characteristics of safety signs, especially "Fall" signs, by Semantic Differential Method and Multi-dimensional Scaling Method, with undergraduate students as well as industrial workers. According to research results on several signs evaluated high through suggested procedure, action inducibility was different for students majoring in different sciences, but it had common elements in the sense of 'openness' or 'arrangements'. Besides, perceptional images on safety signs were mainly recognized with bases of 'arrangement' for student group and 'simplicity' for industrial workers, respectively, and their maps corresponded well with each other by partial rotating so that students and workers seemed to recognize safety signs with similar factors though their name might be different. However, since perceptional characteristics including image map, comprehensibility, and action inducibility were similar for student group whereas those were not for worker group, it was concluded that the test for action inducibility would be absolutely necessary for safety signs for workers' group.

한국인의 주거의식 행태에 순응하는 실내공간 계획을 위한 다차원 구조적 접근 (Multi-Dimentional Scaling Analysis for Interior Space Planning Correponding to Korean Housing Behavior)

  • 이연숙;장순원;안지영
    • 한국실내디자인학회논문집
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    • 제1호
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    • pp.52-55
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    • 1992
  • The purpose of this study was to suggest the spatial structure among residential behaviors in relation to work space. To find the structure, Multi-Dimensional Scaling analysis was used. Respondents were 349 middle income housewives living in apartments in the area of Caopital region. Data were collected through the questinnaire survey. For the future residential interior design, following points were sugtested. A laundary space neess to be developed independently , being separated from both bathroom and kitchen/dining space. A new area which will give housewives some territoriality and also function as home office needs to be considered. A space configuration which satisfies the organic relationships among laundary behaviors such as washing dying, ironing and folding , needs to be systematically planned, with two adjoining separate zones of wet and dry utility . The present bathroom nees to be more incorporated to the private bedroom rather than to workspace.

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