• Title/Summary/Keyword: MDS 분석

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Affective Responses to ASMR Using Multidimensional Scaling and Classification (다차원척도법과 분류분석을 이용한 ASMR에 대한 정서표상)

  • Kim, Hyeonjung;Kim, Jongwan
    • Science of Emotion and Sensibility
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    • v.25 no.3
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    • pp.47-62
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    • 2022
  • Previous emotion studies revealed the two core affective dimensions of valence and arousal using affect-eliciting stimuli, such as pictures, music, and videos. Autonomous sensory meridian response (ASMR), a type of stimuli that has emerged recently, produces a sense of psychological stability and calmness. We explored whether ASMR could be represented on the core affect dimensions. In this study, we used three affective types ASMR (negative, neutral, and positive) as stimuli. Auditory ASMR videos were used in Study 1, while auditory and audiovisual ASMR videos were used in Study 2. Participants were asked to rate how they felt about the ten adjectives using five-point Likert scales. Multidimensional scaling (MDS) and classification analyses were performed. The results of the MDS showed that distinctions between auditory and audiovisual ASMR videos were represented well in the valence dimension. Additionally, the results of the classification showed that affective conditions within and across individuals for within- and cross-modalities. Thus, we confirmed that the affective representations for individuals could be predicted and that the affective representations were consistent between individuals. These results suggest that ASMR videos, including other affect-eliciting videos, were also located in the core affect dimension space, supporting the core affect theory (Russell, 1980).

A study of the free drawing GUI of the touch phone by human sensibility ergonomics approach (감성 공학적 접근에 의한 터치폰의 자유 드로잉 GUI에 대한 연구)

  • Kim, Ji-Hye;Hwang, Min-Cheol;Kim, Jong-Hwa;U, Jin-Cheol;Kim, Chi-Jung;Kim, Yong-U;Jo, Bong-Hwa
    • Proceedings of the Korean Society for Emotion and Sensibility Conference
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    • 2009.11a
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    • pp.175-178
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    • 2009
  • 본 연구는 감성공학적 접근법으로 터치 모바일 폰의 자유 드로잉 GUI 요소를 디자인 하기 위한 프로세스를 검증하는 것이 목적이다. 본 연구의 프로세스는 다음과 같이 진행되었다. 첫째, 터치폰에서 자유드로잉하는 행태를 파악하기 위하여 남 녀 대학생 57 명을 대상으로 터치폰 일기를 쓰게 하여 분석하였다. 또한 관찰 대상자가 선호하는 패션, 좋아하는 이미지를 수집하여, IRI 표준 이미지 스케일 맵에 매핑하여 감성 요소를 추출하였다. 둘째, 추출된 감성 요소는 Norman(2002)에 의거한 감각적(Visceral), 행태적(Behavioral), 심볼적(Reflective) 감성 어휘로 도출하고, 요인 분석을 통해 대표 감성 어휘를 도출하였다. 셋째, 자유 드로잉을 위한 터치 모바일폰 GUI 요소를 도출한 후 대표 감성 어휘와의 관계성을 분석하여 관계성이 높은 디자인 요소를 추출하였다. 마지막으로 추출된 대표 디자인 요소와 대표 감성 어휘는 다차원척도(Multidimensional scaling : MDS) 분석을 실시하여 2 차원 축에 모델링하고, 정량적으로 디자인에 반영될 주요 감성을 도출해본 결과 사용자의 감성적 경험을 통해 도출된 GUI 와 유사성이 높은 감성 어휘는 감성적 디자인을 할 때 주 요소로 적용 된다는 사실을 확인하였다.

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Patterns of Utilizing Sole Carbon Source by Soil Microbes in a Forest Soil (토양 세균 군집의 유일탄소원 이용에 의한 지문분석)

  • 송인근;최영길;안영범;신규철;조홍범
    • Korean Journal of Microbiology
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    • v.35 no.1
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    • pp.65-71
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    • 1999
  • This study was carried out utilzing ability of sole carbon sources in soil microbial communities used by Biolog GN microplate. Cluster analysis showed that soil microbial cornmuties were categorized into three groups as forest, non-forest soil and naked soil of microbial group. Soil microbial commutites in a forest soil of Qirercus mongoIica was divided into another group microbial communites in Qirercus dendata vegetation soil and Pinus dnzsqlora vegetation soil by Multidimensional scaling(MDS). Generally, sole carbon utilzing abilties were higher in order of polymer, amino acids and carboxylic acids, but it was lower in amides substrates carbon group. From the result: it was supposed that metabolic diversity of microbial communities was corresponded to vegetation succession.

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A Study on Consumer Emotion for Social Robot Appearance Design: Focusing on Multidimensional Scaling (MDS) and Cluster Analysis (소셜 로봇 외형 디자인에 대한 소비자 감성에 관한 연구: 다차원 척도법 (MDS)과 군집분석을 중심으로)

  • Seong-Hun Yu;Ji-Chan Yun;Junsik Lee;Do-Hyung Park
    • Journal of Intelligence and Information Systems
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    • v.29 no.1
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    • pp.397-412
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    • 2023
  • In order for social robots to take root in human life, it is important to consider the technical implementation of social robots and human psychology toward social robots. This study aimed to derive potential social robot clusters based on the emotions consumers feel about social robot appearance design, and to identify and compare important design characteristics and emotional differences of each cluster. In our study, we established a social robot emotion framework to measure and evaluate the emotions consumers feel about social robots, and evaluated the emotions of social robot designs based on the semantic differential method, an kansei engineering approach. We classified 30 social robots into 4 clusters by conducting a multidimensional scaling method and K-means cluster analysis based on the emotion evaluation results, confirmed the characteristics of design elements for each cluster, and conducted a comparative analysis on consumer emotions. We proposed a strategic direction for successful social robot design and development from a human-centered perspective based on the design characteristics and emotional differences derived for each cluster.

Analysis of Korean Phonemes Using Multi-Dimentional Scaling Method (다차원 척도 구성법을 이용한 한국어 음소의 분석)

  • 권영욱;정현열
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.29B no.11
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    • pp.22-30
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    • 1992
  • Using Multi-Dimentional Scaling(MDS) method, this paper analyzes the differences of acoustic properties of Korean phonemes projected as distances on a plan space. The phonemes were extracted from mono-syllables frequently occurring in daily conversation. From the distances between vowels we found that the distances between vowels /∂/ and /w/, /o/ and /u/, and vowels /$\varepsilon$/ and /e/ were relatively too short separate automatically. From the analysis of consonants. we found short distances between 1) phonemes in each phoneme group, 2) nasals and liquid /r/ of work initial, 3) nasal /n,m/ and liquid /l/ of word finals. But nasals, liquids and plosives of word initials had enough distances to be separated from those of word finals in automatic recogniation.

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관광지에 대한 인지행동론적 연구 동향

  • 한병선;신대봉
    • Proceedings of the Speleological Society Conference
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    • 1992.07a
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    • pp.35-39
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    • 1992
  • 인간은 누구를 막론하고 미지의 지역에 대한 동경과 아울러 그 지역을 방문해 보고자 하는 기본적인 심리를 가지고 있다. 특히 경제적 여유가 신장되고 관광에 대한 일반의 관심이 대단히 높아지면서 우리 주변에 산재하고 있는 관장자원들에 대해 관심을 가지게 된다. 지속적으로 늘어나는 관광객들 개개인의 서로 다른 욕구와 취향, 또는 외부적 여건으로 인한 지각(Perception)의 결과 관광 환경에 대한 상이한 Image가 형성될 것이며, 이는 곧 관광 주체로 하여금 관광지를 선택하게 하는데 있어서 중요한 역할을 하게 될 것이다. 관광지리학 분야에서의 관광자원 또는 Wildness에 대한 인지행동론적 연구는 1960년대의 주관적 환경을 강조하는 행태지리학에서 시작되었으며 관광 목적지에 대한 지각, 인지, Mental Map, 관광행태 등을 포함하고 있다. 이러한 연구들은 대부분 계량적이고 실증적인 시대의 전형적인 산물로서 관광객들의 직접적인 관광형태로 나타나게 하는 의사결정 과정을 중시하는 것이다. 일반적으로 환경에 대한 인지는 과거에 개인의 경험과 현재의 다양한 주변 여건에 의해 크게 달라질 수 있다. 오늘날 인지행태론적 연구는 관광지리학 뿐만 아니라 심리학, 사회학, 인류학 등 사회과학 전반에 걸쳐 연구가 활발하게 이루어 지고 있다. 따라서 본 논고에서는 관광지 및 관광자원에 대한 국내외의 인지행태론적 연구를 검토해 보고 이러한 연구에 많이 이용되고 있는 MDS 분석법을 살펴 보고자 한다.

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A Design and Implementation of Scheme and Summary Generation Mechanism for News Video based on MPEG-7 MDS (MPEG-7을 기반으로 한 뉴스 동영상 스키마와 요약 생성 방법의 설계 및 구현)

  • 심진선;정진국;낭종호;김경수;하명환
    • Proceedings of the Korean Information Science Society Conference
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    • 2002.04b
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    • pp.577-579
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    • 2002
  • 최근 디지털 동명상의 사용이 증가하면서 자동으로 구조를 분석하는 기술이 필요하게 되었다. 특히 뉴스 동영상은 다른 동영상에 비해 그 구조가 비교적 정명화 되어 있다는 특징 때문에 많은 연구에서 이용되어졌다. 뉴스 동영상을 이용하는 이전의 연구에서 문제점으로 제시될 수 있는 사항은 서로 다른 자료 구조와 시스템 구조로 인 딴 호환성의 부족을 들 수 있다. 본 논문에서 는 이와 같은 호환성 부족을 해결하기 위해 멀티미디어 데이터를 기술하는 표준인 MPEG-7을 기반으로 한 뉴스 동영상 스키마를 제안하였다 특히 전제 뉴스를 보지 않고 효율적으로 뉴스 동영상을 이해할 수 있도록 요약하는 방법을 제시하였으며 MPEG-7의 HDS를 이용하여 기술하였다. 본 논문에서 제안한 방법은 디지털 비디오 라이브러리와 같은 응용 분야에서 유용하게 이용될 수 있을 것이다.

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Performance Analysis of LDAP System in High Performance Grid Environments (고성능 Grid 환경에서의 LDAP 시스템의 성능분석)

  • Quan Chenghao;Kim, Hiecheol;Lee, Yongdoo
    • Proceedings of the Korea Society for Industrial Systems Conference
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    • 2003.05a
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    • pp.3-7
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    • 2003
  • For high performance Grid environments, an efficient GIS(Grid Information Service is required In the Metacomputing Directory Service(MDS) of the Glogus middleware, the Lightweight Directory Access Protocol(LDAP), which is a distributed directory service protocol, is used. The LDAP GIS differs from general purpose LDAP directories in that most of the LDAP operations are write in Grid environments. To get an efficient design of the GIS, it is thus required to analyze the performance of the LDAP system in the context of Grid environments. This paper presents the result of a performance analysis of LDAP systems. The main objective of the evaluation is to see the performance scalability of the LDAP system in the Grid environment where the write operations prevails. Based on these results, we suggest directions of an efficient LDAP-based GIS for a high performance Grid.

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Long-Term Care Needs Assessment of the Disabled Workers After an Industrial Injury (산재장해인의 장기요양서비스 요구 분석)

  • Choi, Eun Sook;June, Kyung Ja
    • Korean Journal of Occupational Health Nursing
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    • v.16 no.2
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    • pp.188-196
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    • 2007
  • Purpose: The objective of this study was to evaluate long-term care needs using RAI MDS-HC and MI-CHOICE among the disabled workers. Methods: Data were obtained from 45 personal care recipients with the disability of mental and nervous system, and analyzed using SAS 9.1 by applying t-test, ${\chi}^2$ test, or fisher's exact test. Results: Only 'bed mobility' and 'indoor ambulation' items of ADL and problem activity were statistically significant factors by the level of personal care benefit. By MICHOICE grouping, 20.0 percent of subjects belonged to nursing home group, 51.5 percent were home care service, 28.9 percent were intermittent personal care. Conclusion: Personal care services in industrial accident compensation insurance have been categorized with two groups according to level of disability. But our results could contribute to provide personal care service according to the long term care needs.

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Suggestion of Similarity-Based Representative Odor for Video Reality (영상실감을 위한 유사성 기반 대표냄새 사용의 제안)

  • Lee, Guk-Hee;Choi, Ji Hoon;Ahn, Chung Hyun;Li, Hyung-Chul O.;Kim, ShinWoo
    • Science of Emotion and Sensibility
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    • v.17 no.1
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    • pp.39-52
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    • 2014
  • Use of vision and audition for video reality has made much advancement. However use of olfaction, which is effective in inducing emotion, has not yet been realized due to technical limitations and lack of basic research. In particular it is difficult to fabricate many odors required for each different video. One way to resolve this is to discover clusters of odors of similar smell and to use representative odor for each cluster. This research explored clusters of odors based on pairwise similarity ratings. 300 diverse odors were first collected and sorted them into 11 categories. We selected 152 odors based on their frequency, preference, and concreteness. Participants rated similarity on 1,018 pairs of odors from selected odors and the results were analyzed using multi-dimensional scaling (MDS). Based on the idea that low odor concreteness would support valid use of representative odor, the MDS results are presented from low to high smell concreteness. First, flowers, plants, fruits, and vegetables was classified under the easy categories to use representative odor due to their low smell concreteness (Figure 1). Second, chemicals, personal cares, physiological odors, and ordinary places was classified under the careful categories of using it due to their intermediate concreteness (Figure 2). Finally, food ingredients, beverages, and foods was classified under the difficult categories to use it because of their high concreteness (Figure 3). The results of this research will contribute to reduction of cost and time in odor production and provision of realistic media service to customers at reasonable price.