• Title/Summary/Keyword: Symbolic data analysis

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The Effects of Clothing Consumption Values and Subjective Age on the Fashion Adoption of Elderly Women

  • Kim, Ji-Yeon;Jun, Dae-Geun;Oh, Kyung-Wha
    • Journal of the Korean Society of Clothing and Textiles
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    • v.34 no.6
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    • pp.1008-1020
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    • 2010
  • This study investigates the effects of clothing consumption values and subjective age on fashion adoption. To explain the fashion adoption of elderly women, 5 dimensional consumption values were adopted as explanatory factors, and subjective age is included as a moderating factor. This study tested the relationship of variables with survey data from a convenient sample of elderly women. A total of 235 complete responses were obtained from women between 50 and 71 years of age. The results are as follows. First, factor analysis on clothing consumption values resulted in 5 dimensional structures of consumption values for the sample (epistemic, symbolic, harmonic, popular, and practical values). A factor analysis on subjective age resulted in 2 dimensions (physical and mental age). Second, epistemic, popular, harmonic (-) and symbolic values (except practical value) significantly affected fashion adoption. Third, the epistemic value was the strongest factor regardless of physical and mental age but the effects of epistemic, popular, harmonic, symbolic, and practical values changed depending on the level of the moderating factor.

On principal component analysis for interval-valued data (구간형 자료의 주성분 분석에 관한 연구)

  • Choi, Soojin;Kang, Kee-Hoon
    • The Korean Journal of Applied Statistics
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    • v.33 no.1
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    • pp.61-74
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    • 2020
  • Interval-valued data, one type of symbolic data, are observed in the form of intervals rather than single values. Each interval-valued observation has an internal variation. Principal component analysis reduces the dimension of data by maximizing the variance of data. Therefore, the principal component analysis of the interval-valued data should account for the variance between observations as well as the variation within the observed intervals. In this paper, three principal component analysis methods for interval-valued data are summarized. In addition, a new method using a truncated normal distribution has been proposed instead of a uniform distribution in the conventional quantile method, because we believe think there is more information near the center point of the interval. Each method is compared using simulations and the relevant data set from the OECD. In the case of the quantile method, we draw a scatter plot of the principal component, and then identify the position and distribution of the quantiles by the arrow line representation method.

Symbolic tree based model for HCC using SNP data (악성간암환자의 유전체자료 심볼릭 나무구조 모형연구)

  • Lee, Tae Rim
    • Journal of the Korean Data and Information Science Society
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    • v.25 no.5
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    • pp.1095-1106
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    • 2014
  • Symbolic data analysis extends the data mining and exploratory data analysis to the knowledge mining, we can suggest the SDA tree model on clinical and genomic data with new knowledge mining SDA approach. Using SDA application for huge genomic SNP data, we can get the correlation the availability of understanding of hidden structure of HCC data could be proved. We can confirm validity of application of SDA to the tree structured progression model and to quantify the clinical lab data and SNP data for early diagnosis of HCC. Our proposed model constructs the representative model for HCC survival time and causal association with their SNP gene data. To fit the simple and easy interpretation tree structured survival model which could reduced from huge clinical and genomic data under the new statistical theory of knowledge mining with SDA.

A Didactic Analysis of Prospective Elementary Teachers' Representation of Trapezoid Area (예비초등교사의 사다리꼴 넓이 표상에 대한 교수학적 분석)

  • Lee Jonge-Uk
    • The Mathematical Education
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    • v.45 no.2 s.113
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    • pp.177-189
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    • 2006
  • This study focuses on the analysis of prospective elementary teachers' representation of trapezoid area and teacher educator's reflecting in the context of a mathematics course. In this study, I use my own teaching and classroom of prospective elementary teachers as the site for investigation. 1 examine the ways in which my own pedagogical content knowledge as a teacher educator influence and influenced by my work with students. Data for the study is provided by audiotape of class proceeding. Episode describes the ways in which the mathematics was presented with respect to the development and use of representation, and centers around trapezoid area. The episode deals with my gaining a deeper understanding of different types of representations-symbolic, visual, and language. In conclusion, I present two major finding of this study. First, Each representation influences mutually. Prospective elementary teachers reasoned visual representation from symbolic and language. And converse is true. Second, Teacher educator should be prepared proper mathematical language through teaching and learning with his students.

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Importance of Store Service Quality and Relationship Benefits according to Clothing Consumption Values of Consumers of Fashion Products (패션제품 소비자의 의복소비가치에 따른 점포 서비스품질 및 관계혜택 중요도)

  • Park, Hyesun;Park, Jaeok;Lee, Jiyeon
    • Journal of the Korean Society of Costume
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    • v.64 no.3
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    • pp.93-107
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    • 2014
  • This study examines the differences in store service quality and relationship benefits according to clothing consumption values. This study has collected data from adult consumers in their 20s to 60s via offline and online surveys. A total of 459 survey responses were used for the final analysis. The results of this study were as follows. First, clothing consumption values were composed of 4 factors: emotional, conspicuous, individuality, and practical value. In light of the tendency of consumers' clothing consumption values, consumers have been grouped into 3 consumption groups: hedonic, practical, and practical symbolic. Second, consumers considered price policy product quality, salesperson, product assortment promotion, and convenience of store service quality in the order of importance. Regarding the relationship benefit, consumers considered psychological benefit, economic benefit, informative benefit and social benefit in the order of importance. Third, regarding the importance in service quality for clothing consumption value group, practical symbolic consumption group and practical consumption group considered price policy quality service more important than hedonic consumption group, and practical symbolic consumption group considered product assortment quality, promotion service, salesperson service, convenience of store service more important than other groups. Fourth, regarding the importance of relationship benefits for the clothing consumption value groups, practical symbolic consumption group considered informative benefit and social benefit more important than other groups. The practical symbolic consumption group and practical consumption group considered psychological benefit more important than the hedonic consumption group.

Characteristic of magical realism expressed in Tarsem Singh's movie [Mirror, Mirror] (타셈 싱(Tarsem Singh) 영화 '백설공주' 의상에 표현된 매직리얼리즘 특성)

  • Yang, Soo Hyun;Lee, Younhee
    • The Research Journal of the Costume Culture
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    • v.25 no.3
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    • pp.375-390
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    • 2017
  • The aims of this research were to characterize magic realism by analyzing existing magical reality literature reviews and research and to identify material that may inspire ideas for stage and film costume design by analyzing and drawing design characteristics and magic realism of costumes from Director Tarsem Singh's movie, 'Mirror, Mirror'. For the methodology, characteristics of magic realism in literature and, movies were analyzed, with a theoretical consideration of these materials on magical realism. Data on costume design and magical realism characteristics for use in the analysis were collected from the main characters of 'Mirror, Mirror' as well as from other characters. The result of this analysis was the emergence of five common characteristics of the magic realism Historicity, the most remarkable characteristic seen in Tarsem Singh films, was expressed through the symbolic meaning and decorative patterns shown by the traditional-style costumes, colors. Symbolization was expressed through the symbolic meaning, decorative elements, and traditional clothes, as shown by the colors and forms of the costumes. Fantasy was expressed through the colors, decorative elements, forms of traditional clothing, and forms with symbolic meaning. Reproducibility was expressed through the method of decorative element, symbolic meaning, traditional forms and de-structural clothes. Ambiguity, which can be associated with the combined characteristics of historicity and fantasy, was expressed in the clothes worn in the scenes that confounded time and space within the film.

Formative Characteristics and Aesthetic on Pattern Featured in Korean, Chinese and Japanese Traditional Dress (한국·중국·일본 전통복식에 나타난 문양의 조형적 특성과 조형미)

  • Ryu, Hyun-Jung
    • Journal of the Korea Fashion and Costume Design Association
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    • v.12 no.2
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    • pp.107-118
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    • 2010
  • The purpose of this study is to be data and to help understanding of pattern of Korean, Chinese and Japanese traditional dress. The methods of this study are the study of academic literatures as well as practical study through the analysis of case studies about actual works. The summary of this study's results is like followings. First, standard of Pattern are nature, mam-made in motif object, Naturalistic, Geometric, Stylized, Abstract in motif express, Order, Disorder in pattern express. Second, a point of sameness of motif object in traditional dress of three nations were that nature and letter abstractive of mam-made is a lot. but motif of Japan was used in daily life motif of mam-made which was not in Korea and China Third, commonly, motif expression of three nations were developed Naturalistic, Stylized. but in Naturalistic, Korea was simple, plane, China was three-dimensional, Japan was expressed super realism. Fourth, as formative aesthetic of Pattern, Korea is natural, plane, simple and symbolic, China is gorgeous, three-dimensional, immaculacy, filling and symbolic, Japan is delicate, complicated, decoration and symbolic.

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Marital Impact on Appearance Management Behaviors and Clothing Selections among Married Couples

  • Yoo, Jeong-Ju
    • International Journal of Costume and Fashion
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    • v.10 no.2
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    • pp.1-13
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    • 2010
  • The purpose of this study is to investigate the behavioral complexities frequently arising in married couples with respect to clothing choices. Symbolic interaction theory was used to understand how spousal influence affects clothing selection after marriage. A convenient sample of nine married couples was interviewed for the data collection. A content analysis revealed how marriage affected their clothing choices, types of communication conveyed with their spouses about clothes and shopping patterns. The primary result indicated that individuals take their spouses' clothing preferences into consideration. Couples exhibited varying frequencies of communication about clothing choices and developed a variety of shopping patterns. As a result of the findings from this study, future research directions are suggested.

A Study on Consumer Characteristics, and Clothing Buying Behavior by Clothing Involvement of College Female Students in China (중국 여대생들의 의복관여 수준에 다른 소비자 특성 및 의복구매행동에 관한 연구)

  • ;;Guolian Liu
    • Journal of the Korean Society of Clothing and Textiles
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    • v.26 no.2
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    • pp.205-215
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    • 2002
  • The purpose of this study was to identity the relationship of clothing involvement, consumer characteristics, and clothing buying behavior of college female students in China. A questionnaire was developed to measure clothing involvement, materialism, conspicuous consumption, reference group influence, clothing purchasing modes, fashion information sources. The questionnaire was administered to 390 college female students in Dandong of china. The data were analyzed using percentage, frequency, factor analysis, and t-test. The results of the study were as follows: 1. Subjects were divided into low clothing involved and high clothing involved groups according to the level of clothing involvement. 2. Three dimensions of materialism were derived by factor analysis such as Happiness-pursuing, Life-centered, and Sucess-symbolic. And three dimensions of conspicuous consumption and reference group influence were derived by factor analysis such as luxury oriented, Status symbolic, Brand-name oriented, and Comparative, Informational, Normative exactly. Clothing purchasing motives and fashion information sources were factor analysed as Social and Individual mole, and Printed & Electric-wave media, Marketer managed, Personal exactly. 3. There were significant differences between high involved and low involved consumers in consumer characteristics and clothing purchasing behavior. The high involved consumers showed more importance than low involved consumers about materialism especially in Happiness-pursuing about conspicuous consumption in status symbolic and about influence of reference group in comparative. The high involved consumers put more importance than low involved consumer individual motive as clothing purchasing motive, and marketer managed in clothing fashion information. The high invoked consumers showed more importance than low invoked consumers about evaluating attributes of product, and about store patronage criterion.

A Role of Functional and Symbolic Image of the Brand (브랜드의 기능적 이미지와 상징적 이미지의 역할)

  • Yoon, Sung-Wook;Yoon, Dong-Il
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.3
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    • pp.1745-1752
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    • 2015
  • This study provides a framework for understanding the effects of brand image(symbolic and functional) on emotional commitment and behavioral commitment. First, the causal relationships between brand image, emotional commitment and behavioral commitment were examined. Second, the mediating effects of brand trust were also examined. Undergraduate students(N=217) were participated in the survey and the structural equation modeling was utilized for data analysis. The results of this study reveal that both of symbolic and functional brand image are positively related to brand trust. Brand trust also have positive effects on emotional commitment and behavioral commitment. Based on the results, some recommendations for company are discussed and future research directions are outlined.