• International Journal of Contents
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• v.11 no.2
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• pp.20-30
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• 2015

We propose a new method that specifies objective image quality factors by evaluating an image quality measurement model using random images. In other words, No-Reference variables are used to evaluate the quality of an original image without using any reference for comparison. 1000 portrait images were collected from a web gallery with votes constituting over 30 recommendation values. The bottom-up data collecting process was used to calculate the following image quality factors: total range, average, standard deviation, normalized distribution, z-score, preference percentage. A final grade is awarded out of 100 points, and this method ranks and grades the final estimated image quality preference in terms of total image quality factors. The results of the proposed image quality evaluation model consist of the specific dynamic range, skin tone R, G, B, L, A, B, and RSC contrast. We can present the total for the expected preference points as the average of the objective image qualities. Our proposed image quality evaluation model can measure the preferences for an actual image using a statistical analysis. The results indicate that this is a practical image quality measurement model that can extract a subject's preferred image quality.

• Knowledge Management Research
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• v.19 no.2
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• pp.151-162
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• 2018

Response surface methodology (RSM) is one of popular tools to support a systematic improvement of quality of design in the product and process development stages. It consists of statistical modeling and optimization tools. RSM can be viewed as a knowledge management tool in that it systemizes knowledge about a manufacturing process through a big data analysis on products and processes. The conventional RSM aims to optimize the mean of a response, whereas dual-response surface optimization (DRSO), a special case of RSM, considers not only the mean of a response but also its variability or standard deviation for optimization. Recently, a posterior preference articulation approach receives attention in the DRSO literature. The posterior approach first seeks all (or most) of the nondominated solutions with no articulation of a decision maker (DM)'s preference. The DM then selects the best one from the set of nondominated solutions a posteriori. This method has a strength that the DM can understand the trade-off between the mean and standard deviation well by looking around the nondominated solutions. A posterior method has been proposed for DRSO. It employs an interval selection strategy for the selection step. This strategy has a limitation increasing inefficiency and complexity due to too many iterations when handling a great number (e.g., thousands ~ tens of thousands) of nondominated solutions. In this paper, a TOPSIS-based method is proposed to support a simple and efficient selection of the most preferred solution. The proposed method is illustrated through a typical DRSO problem and compared with the existing posterior method.

• Journal of the Korean Data and Information Science Society
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• v.18 no.3
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• pp.659-668
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• 2007

Collaborative filtering approach for recommender systems are now widely applied in e-commerce to assist customers to find their needs from many that are frequently available. this approach makes recommendations for users based on the opinions to similar users in the system. But this approach is opened to users who present their preference to items or acquire the preference information form other users, noise in the system makes significant problem for accurate recommendation. In this paper, we analyze the relationship between the standard deviation of preference ratings for each user and the estimated ratings of them. The result shows that the possibility of the pre-filtering condition which detecting the factor of bad effect on the prediction of user's preference. It is expected that using this result will reduce the possibility of bad effect on recommender systems.

• Journal of the Korean housing association
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• v.18 no.3
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• pp.103-113
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• 2007

The purpose of this study is calling attention to the silver town by analyse preference attributes diversely and suggest alterative plan. Also, offering basic data which needs for the establishment of comfortable and ideal old age residence culture by developing silver town which is appropriate for our circumstances and emotion. The survey population of this study focused on 40s and 50s' middle aged both genders living in the Seoul and national capital region, we used random sampling method. The analytical methods used in this study were frequency, mean, standard deviation, Factor Analysis, t-test, ANOVA, post-hoc estimation (Duncan test), multiple regression, To verify the reliability of each measure, Cronbach's alpha coefficient was used.

• Journal of the Korean Home Economics Association
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• v.37 no.6
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• pp.139-153
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• 1999

The study was initiated to research on the school uniform preference, satisfaction according to demographic factors and clothing involvement. Data were administered to 513 adolescence in middle school student living in Sunchon. For analysis of the data, frequencies, percentage, means, standard deviation, ${\chi}^2$-test, one-way anova, and duncan's multiple range test were employed. The results of this study can be summarized as follows. 1) school uniform satisfaction were shown to have the significant differences according to sex, father's occupation and education, income, the type of school. 2) school uniform preference were shown to have the significant differences according to sex, parent's education, father's occupation, income, social stratification, the type of school. 3) clothing involvement were shown to have the significant differences according to mother's education, income, social stratification. 4) school uniform preference were shown to have the significant differences according to level of clothing involvement. The higher was clothing involvement, the higher was preference to 'no static electricity', 'fashionable one' and 'one with fine air permeability and water absorbency' of school uniform.

• Journal of Korean Home Economics Education Association
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• v.12 no.2
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• pp.107-122
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• 2000

The purposes of this study were to investigate the decision making process & preference for imported products and to suggest the systematic education programs for adolescent consumers. The data for this research were attained from 426 middle & high school students in Pohang. The data were analyzed by frequency distribution. mean standard deviation analysis of variance t-test, χ(sup)2-test and Pearson’s correlation with SAS program. The results of this study were as follows: 1. preference for imported products was significantly different according to sex, amount of pocket money, region. T.V advertising, friends and the attitude of their mothers. 2. Decision making process was composed of 4 dimensions in this study; information sources criteria for products problem experience of consumption and type of problem solving. In case of information sources there was a signifiant difference according to sex. grade level of parents’education. Criteria for products were significantly different according to sex grade. level of father’s education type of father’s job amount of pocket money and how they gained their pocket money. Consumption problem experience & type of problem solving were significantly different according to sex and grade. 3. Preference for imported products was significantly different according to criteria for products and consumption problem experience out of adecision making process.

• Journal of the Korean Society of Food Culture
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• v.17 no.1
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• pp.1-15
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• 2002

This research aimed to find out menu preference for middle school students and was conducted in a form of questionnaire sampled form middle school students in 10 schools where the meal program under commission was operating in Seoul. The questionnaire was distributed from Dec. 1 to 20, 2000 and gathered menu preference of staple, soup or stew, side dishes and dessert by each meal, season, gender. Statistical data analysis was completea using the SAS package, such as average and standard deviation, frequency analysis and T-test. The results can be summarized as follows : Most of the schools provided rice for lunch, while the students preferred noodles, mandu and bread. Most of students preferd beef rib soup. Gimchi stew with clear soup was favored for breakfast and stews for lunch and dinner. Side dishes were more favored by female students, in which shows the differences between male and female students. Students preferred dessert the most with fruits(4.49). It is required that the quality of school meals should be improved through the service of various kinds of desserts.

• Journal of the Korean Society of Clothing and Textiles
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• v.19 no.1
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• pp.129-141
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• 1995

The Purpose of this study was to investigate the preference of fashion style, the clothing attitude and the preferred fashion style based on sex-role attitude. Sample.; in this study were 305 white collar adult male in Seoul, Korea. The stimuli consisted of 16 color photographs made by identical manipulations of 4 independent variables (jacket, pants, vest, neck-tie) consisting of two levels each (classic and fashion style). For analyzing data, frequency analysis, percent, mean, standard deviation, ANOVA, $X^2$ test, Duncan test, and Cronbach's u were used The results are as follows. 1. According to the preference analysis of the fashion style, white collar adult male prefer to wear clothing style than fashion in all clothing style, except for rolled-up pants. 2. According to the fashion interest (I) based on the preference analysis of the fashion style, the fashion oriented group had high fashion interest (I) in jacket, pants, and neck-tie. 3. According to the clothing attitude based on the preference analysis of the fashion style; for jacket, the fashion oriented group had high fashion interest, but had no relation with status symbols consciousness, clothing conformity, individuality; for vest, the fashion oriented group had high fashion interest (II) and individuality, but had no relation with status symbols 4. According to the clothing attitude based on the sex-role attitude, the group of masculine and feminine had high score in fashion interest (II), status symbols consciousness, and individuality

• Journal of Nutrition and Health
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• v.31 no.4
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• pp.767-776
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• 1998

The purpose of this study was to determine the percentage of body fat by three different methods and to investigate the relationship between food preference and intake and percentage of body fat in female high school dancers. Height, weight , girth circumference, and near infrared body fat(%) on were measured 112 subjects BMI body fat (%) , girth circumference body fat (%) , and anthropometric indices were also calculated . Dietary data was collected by questionnaire. All data was analyzed by frequency, percentage, mean and standard deviation, correlation, and crosstabulation; analysis, The results are summarized as follows ; 1) Average age of the subjects was 16.5 height was 161.0cm, weight was 50.7kg , near infra-red body fat was 27.0% BMI body fat was 21.9% , and girth circumference body fat 20.9%. 2) Near infra-red body fat (%), BMI body fat(%) , BMI , Rohrer index , and % ideal weight showed the most significant correlations with upper arm girth. The differences in the height among subject physiques classified by body fat(%) were non-significant, but the differences in height by BMI, Rohrer index, and % ideal weight were significant. 3) The preference values of fatty foods such as meat, milk, and fish were shown to increase with the percentage of body fat, The subjects who had higher percentage of body fat preferred foods cooked in oil. In contrast, the students with higher percentage of body fat were thought to have lower food intake and between meals frequencies. It was shown in this study that higher preference values for animal fatty foods and foods containing more cooking oil induced significant increases in body fat and weight.

• Journal of the Korean Home Economics Association
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• v.34 no.2
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• pp.167-181
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• 1996

The purpose of this study was to predict the stability of the future marriage by understanding the values of marriage, child and sex role among pre-parents. For this purpose, the values of marriage, child and sex roles were compared between male (N = 340) and female (N = 363) university students, Tajeon. The data were analyzed by statistical methods, such as mean, standard deviation, t-Test, F-Test, Multiple-Regression and Duncan Multiple Range Test. The results of this study were as follows ; 1) There were significant differences between male and female students in the values of marriage, child and sex role. 2) The most important demographical variable influencing to the values of marriage, child and sex role was sex. 3) With reagard to the collections between the values of marriage and the positive values of child were negative. But the correlations between the values of marriage and the preference for a son were positive. The correlations between the preference for a son and the values of sex role were also positive. With reagard to the correlations between the values of marriage and the values of sex roles were positive.