• Title/Summary/Keyword: Cluster reliability

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Upper Body-Type Classification of Jeonbuk Women in Their Twenties (전북 거주 20대 여성의 상의원형개발을 위한 상반신 체형연구)

  • Kim, Ju-Yeon;Lee, Hyo-Jin
    • Journal of the Korean Society of Costume
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    • v.63 no.1
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    • pp.97-107
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    • 2013
  • To give satisfaction with the fit to a wearer, the wearer's body size and body types should be considered first, this study conducted the descriptive statistical analysis on the upper body measurements of women in their 20s because their body shape has reached the completion stage of adult female's physical development. Also, the analysis classified their upper body types into groups to secure basic data for (maximum satisfaction with the fit of ready-to-wear clothing. The factor analysis was conducted using 49 items of measurement. The main factor analysis was used as a factor extraction method. After extracting the factors with Eigenevalues over 1, the factor loadings were drawn using the Varimax rotation. As a result, 6 factors were extracted. To secure internal consistency, factors that could lower the reliability of the experiment were taken out, so only 36 of the 49 items were used for the analysis. After selecting the items to recognize the main features of each body type, they were used for the final factor analysis. The entire R square of the 6 factors was 84.06%. To classify the upper body types of women in their 20s and to recognize the main features of each body shape type, the researcher conducted the cluster analysis with the items generated from the factor analysis. Through the cluster analysis, the upper body type of women in their 20s were classified into 3 body types. Also, since there are some restrictions on this research objects in terms of local and numbers of measured objects, the results of the this research should only be used as basic data.

An Investigation of the employee Job Satisfaction according to Leadership Style in Family Restaurant (패밀리레스토랑 중간관리자의 리더십스타일에 따른 종사원의 직무만족)

  • Yun, Ji-Yeon;Yoo, Yang-Ja;Hong, Wan-Soo
    • Korean journal of food and cookery science
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    • v.22 no.3 s.93
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    • pp.259-269
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    • 2006
  • The purposes of this study were to measure the correlation between leadership style and job satisfaction in family restaurants, and to compare the effectiveness of two different styles of leadership: transformational and transactional. The questionnaire used in this study was designed to measure all variables in the research model, and was made two kinds for employees and for managers. It was distributed to 550 employees and 12 managers in 16 stores of 4 family restaurants, from September 10 to October 7, 2004. A total of 303 usable employees' questionnaires were received, giving a 55.0% response rate, and all of managers responded. Statistical data analysis was completed using SPSS Win(11.0) for the following analyses: descriptive, reliability, factor, ANOVA, correlation and cluster. The results were as follows. First, the most influential leader was the senior staff in most of the hierarchies that were studied. Second, transformational leadership had a positive correlation with job satisfaction for family restaurant employees, while transactional leadership had a negative correlation. Third, using cluster analysis, four leadership groups were identified: transformational(44%), transactional(29%), a combination of both styles(4%), and unidentifiable style(23%). Fourth the transformational leadership group produced e highest rates job satisfaction for family restaurant employees. The transactional leadership group produced the lowest job satisfaction. According to the results, the most reasonable leadership style in family restaurants is transformational leadership.

The Importance of Salesperson's Characteristics and Criteria for Clothing Store Evaluation in Terms of Elderly Female Consumer Lifestyles -Focus on Females in their 60's and 70's living in Seoul- (여성 노년층 소비자의 라이프스타일 유형에 따른 판매원 속성 중요도와 의류 점포평가기준 -서울지역 거주 60-70대 여성을 중심으로-)

  • Hong, Kyung-Hee;Lee, Yoon-Jung
    • Journal of the Korean Society of Clothing and Textiles
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    • v.33 no.11
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    • pp.1781-1793
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    • 2009
  • This study classifies the lifestyle of elderly female consumers in their 60's and 70's and examines the influence of lifestyles on personal clothing purchase behavior. This paper classified the types of lifestyle and examined the influence of lifestyle types on the perceived importance of salesperson's characteristics and store evaluation criteria. A survey was conducted on 194 elderly females in their 60's and 70's living in Seoul. The SPSS 14.0 program was used to analyze the data. Descriptive statistics, factor analysis, reliability analysis, K-means cluster analysis, and one-way ANOVA followed by Duncan post hoc comparisons were conducted. The research results are as follow. First, in order to identify the lifestyle factors of elderly female consumers a factor analysis was conducted that indicated 9 factors. Second, as a result of the cluster analysis of lifestyle types, the respondents were classified into 'proactives', 'passive stagnants', 'independent misers', and 'conservative consumers'. Third, according to lifestyle, weight on 'appearance and image', 'professionalism', 'ethics', 'similarity', and 'customer orientation' abilities of the salesperson were significantly different. Fourth, in relation to the store evaluation criteria by lifestyle, a significant difference was found in the attention to 'physical service' by a salesperson.

Construct of Cooperative Security System for Secure MANET (안전한 MANET을 위한 협력적인 보안체계 구축)

  • Yang, Hwan Seok;Yoo, Seung Jae
    • Convergence Security Journal
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    • v.13 no.3
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    • pp.33-38
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    • 2013
  • Security between mobile nodes and efficient communication is one of the most important parts of the MANET. In particular, the wireless network is significantly higher for the attack threats because of collaborative structure for open communication media and communication. However, application of existing security mechanisms and intrusion detection system is not easy due to the characteristics of MANET. It is because collection and integration of adult data by the dynamic topology due to the mobility of nodes and many network sensors is difficult. In this study, we propose cooperative security system technique that can improve the reliability based on authentication assessing confidence about the whole nodes which joins to network and detect effectively this when intrusion occurs. Cluster head which manages the cluster performs CA role for the certificate issue and the gateway node performs role of intrusion detection system. Intrusion detection is performed by cooperating with neighboring nodes when attack is not detected in one intrusion detection node. The performance of the proposed method was confirmed through experiments comparing with the SRP technique.

Influence of Factors of Baseball Stadium Environment on Spectating Satisfaction of Professional Baseball (프로야구 경기환경요인이 관람만족에 미치는 영향)

  • Hwang, Sun-Hwan;Kim, Hong-Seol
    • The Journal of the Korea Contents Association
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    • v.12 no.1
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    • pp.508-515
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    • 2012
  • The purpose of this study was to examine if factors of baseball stadium environment which people have spectating satisfaction of professional baseball. The respondents of the study 614 who were spectators at D city professional baseball event. The stratified cluster random sampling method has been used in this study. The material collection device was the brochure named [A Influence of Factors of Baseball Stadium Environment on Spectating Satisfaction of Professional Baseball]. The result of reliability check up was here below; stadium factors ${\alpha}$=.966~.890, spectating costs ${\alpha}$=.922~.988, spectating promotion ${\alpha}$=.894~.789. To analyze materials, the "correlation analysis" and "regression analysis" were used as statistic analysis techniques. The conclusion based on above study method and the result of material analysis are here below. 1. The stadium factors influence spectating satisfaction of professional baseball. 2. The spectating cost factors influence spectating satisfaction of professional baseball. 3. The spectating promotion factors influence spectating satisfaction of professional baseball.

Adulterated Food Management Characteristics according to Dietary Lifestyles among Adolescents (청소년의 식생활 라이프스타일 유형에 따른 불량식품관리 특성)

  • Kim, Yunhwa
    • Korean Journal of Community Nutrition
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    • v.21 no.6
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    • pp.509-519
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    • 2016
  • Objectives: Adulterated food education in adolescence period is very important because dietary management related to food safety is not made in a short period. This study aimed to identify dietary lifestyle factors which drive adulterated food management among middle and high school students. Methods: Data was collected from 270 middle and high school students in Daegu using a self-administered questionnaire in March and April of 2015. Data was analyzed using frequency analysis, one-way analysis of variance, ${\chi}^2$-test, factor analysis, reliability analysis, regression analysis, and cluster analysis. Results: The results of factor analysis indicated that adulterated food management awareness was classified into necessity, difficulty, and food purchasing anxiety. The adulterated food management capability was sub-grouped into environmental grasp, food identification, cooking hygiene, and situation management. The adulterated food management efficacy composed of management confidence, action intention, and knowledge. Dietary lifestyle comprised of gustation, family, and health factors after factor analysis, and it consisted of all seeking group, gustation seeking group, family seeking group, health seeking group, and family and health seeking group after cluster analysis. The gustation, family and health factors were significantly affected the factors of awareness, capability and efficacy of adulterated food management (p < 0.05). The frequency of health conditions, helping with meal preparation, and the times of eating out were significantly different according to seeking groups of dietary lifestyle (p < 0.01). The scores of awareness, capability and efficacy of adulterated food management of family and health seeking group were significantly higher than the other seeking groups (p < 0.05). Conclusions: This study suggests that adulterated food management education programs should account for gustation, family and health factors of dietary lifestyle to be effective for adolescents.

The Distributions of Copepods and Chaetognaths in the Southern Waters of Korea and Their Relationship to the Characteristics of Water Masses (한국 남해의 요각류 및 모악류의 분포와 수괴특성)

  • PARK Joo-Suck;LEE Sam-Seuk;KANG Young-Shil;LEE Byung-Don;Hun Sung-Hoi
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.23 no.3
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    • pp.245-252
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    • 1990
  • The distributions of copepods and chaetognaths in waters off the southern coast of Korea were investigated to evaluate their reliability as indicator species of different water masses. The samples for this study were collected vertically from about 5m above the bottom at 28 stations along 8 transects in three different months, February, April, and August, 1988. The sampling gear used was 0.45-meter NORPAC plankton net fitted with 0.33mm mesh. Acartia clausi, Centropages abdominalis, and Sagitta crassa were found to be reliable indicator species of neritic cold waters; Pleuromamma gracilis, Undinula darwini, Calocalanus plumulosus, Calanopia elliptica, and Sagitta enflata were of oceanic warm waters; Temora discaudata and Centropages furcatus were of neritic warm waters. According to the cluster analyses of the species found, the distinctive area in February was divisible into two regions or water masses, the coastal and off-shore regions; in April, however, it was divisible into four regions. In August, it was divisible into three areas, further indicating the strength of the Kuroshio tributaries pushing toward the coast.

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The reliability analysis of Acoustic Emission(AE) testing for crack detectivity by sensors and materials (AE(음향방출) 검사 시 센서 및 재료에 따른 균열 검출능에 대한 신뢰성 분석)

  • Nam, Jun-Young;Lee, Sang-Yun;Hwang, Woong-Gi;Lee, Bo-Young
    • Proceedings of the Computational Structural Engineering Institute Conference
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    • 2011.04a
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    • pp.419-423
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    • 2011
  • Unlike other non-destructive inspection method, AE Structural defects that are likely to grow in the operation status can be detected, and the advantage of being due to the continuous monitoring of large structures has been widely used to evaluate the stability. AE sensor used to detect sound wave that occurs between 20kHz to 20MHz. and Sound wave result may vary depending on sensor's sensitivity. In this paper, Tensile test conducted on STS 304 and SS400, and tries to detect the crack signal. In tensile test, specimens were conducted using different sensor sensitivity to the same tensile test condition. The crack signal parameters divided into 4 types of communities by conducting cluster analysis. It was demonstrated that crack signal of two sensor is not different by statistical analysis of null hypotheses. Based on the results, waveform of this tension test is crack signal.

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A Study on the Market Segmentation in Coffee Shop Customer's Benefit Sought (추구 편익에 따른 커피 전문점의 시장 세분화 연구)

  • Kim, Ki-Ran;Kim, Dong-Jin
    • Culinary science and hospitality research
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    • v.16 no.4
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    • pp.139-150
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    • 2010
  • The purpose of this study is to examine the market segments of Korea specialty coffee shops based on the benefit variables by customers when they visit a coffee shop. For this study, SPSS WIN 17.0 was used for the frequency analysis, factor analysis, reliability test, cluster analysis, one-way ANOVA and cross tabulation. Benefit factors were divided into atmosphere factor, value factor, marketing factor, cleanliness & comfort factor, and service factor. Three distinct segments of customers were identified: passive benefit seekers, marketing benefit seekers and emotion benefit seekers. In order to explore differences between clusters and demographic and behavior variables, cross tabulation were used. These findings could be helpful for the marketers who need to establish a marketing strategy for grasping the characteristics of market segments and generating profits.

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The Effect of the Limitation Factor in Women's Marine Sports on Negotiation Strategy and Participation Decision (여성들의 해양스포츠 참여제약 요인에 따른 협상전략 및 참여의사에 미치는 영향)

  • Chang, Yoon-Chang
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.12 no.7
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    • pp.3156-3163
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    • 2011
  • This study is to investigate the effect of the limitation factor in women's marine sports on negotiation strategy and participation decision. we selected out 278 in total by cluster random sampling that are women in their twenties living in Seoul and Gyeonggi areas in 2009. 2009 years 1 July to 30 July were surveyed. There are the following results performed by a frequency analysis, a factor analysis, a reliability analysis, and multiple regression analysis using SPSS Windows 15.0 Version. First, the limitation factor in women's marine sports partially influences on negotiation strategy. Second, the participation limitation factor in women's marine sports partially influences on participation decision. Third, the participation negotiation strategy in women's marine sports partially influences participation decision.