• Title/Summary/Keyword: Preference Data

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A Study on the Recognition and Preference of Korean Traditional Cookie among College Students (한국 전통 한과류에 대한 대학생들의 인지도 및 기호도에 관한 연구)

  • 정효선;신민자
    • Korean journal of food and cookery science
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    • v.19 no.3
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    • pp.328-338
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    • 2003
  • The purpose of his study was to investigate the perceptions and preferences of college students to Korean traditional cookies. Self administered questionaires were collected from 512 college students in the Seoul, Kyunggi, Chungchung, Kyungsang, Junla and Gangwondo areas. The data were statistically analysed using t-tests, one-way ANOVA and their correlation. The recognition of Korean traditional cookie was generally low with the exception of these items as either a seasonable or festive food. There were significant differences in the mean recognition and preference values for each kind of Korean traditional cookie between the major subject studied, gender and subject grade. (Eds note: how were the mean values different for the 3 specified variables\ulcorner) The preference of some Korean cookies was relatively higher than estimated, (Eds note: how was the original estimate arrived at\ulcorner) such as Yugwa, Gangjeong, Han-gwa, Hobak-yeot, Ddangkong-yeot-gangjeong and Ssal-yeot-gangjeong. However, it is impossible to discriminate low preference, as over 80% of the low preference values had not been completed on the questionnaires.

Major satisfaction and job preference for South Korean dental technology students (치기공과 학생들의 DISC 행동유형별 전공 만족도 및 직업 선호도 분석)

  • Kang, Wol;Jang, Yeon
    • Journal of Technologic Dentistry
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    • v.42 no.4
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    • pp.388-393
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    • 2020
  • Purpose: This study aims to understand the relationship between university major satisfaction and job preference according to DISC behavior patterns. Methods: To conduct our evaluation, we surveyed a group of 118 students from the Department of Dental Laboratory Technology at the college of Jinju city from August 31 to September 11, 2020. The collected data was evaluated through frequency analysis, descriptive statistics analysis, one-way ANOVA, and regression analysis. Results: The analysis revealed that the steadiness type had the highest and the dominance type had the lowest major satisfaction level by DISC behavior type. The job preference was different for each DISC behavior type, and higher the preference for stability and development, the higher the degree of satisfaction with the major. Conclusion: These results suggest that DISC behavior type, major satisfaction, and job preference are all related. Therefore, these factors should be considered when implementing career guidance and educational programs for college students.

How consumer characteristics moderate time effects on online purchase preference: an empirical analysis

  • Li, Zhen;Huang, Lin
    • Asia Marketing Journal
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    • v.16 no.3
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    • pp.1-22
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    • 2014
  • In this paper, we posit that time-related effects (i.e., the importance of saving time) on patronage preference for shopping online will be moderated by consumer characteristics. To explore these moderating effects, we empirically examine the moderating roles of consumer characteristics on the respective effects of shopping-time-saved and delivery on online purchase preference. On the basis of analyses performed on data gleaned from an Internet-based survey, this study demonstrate that time effects related to both shopping-time-saved and delivery on online purchase preference are more pronounced for consumers who are male, young, and more starved for time. In addition, the effect of delivery time on online patronage preference is amplified by disposable income, but attenuated by online shopping experience. Through our analyses, we also find that Japanese consumers value delivery time to a greater degree than Chinese and American consumers do.

Effect of Product Involvement and Brand Preference on Consumers' Evaluation Effort for Multi-Dimensional Prices (소비자의 다차원가격 평가노력에 대한 제품관여도와 브랜드선호도의 영향)

  • Kim, Jae-Yeong
    • Journal of Distribution Science
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    • v.13 no.4
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    • pp.55-64
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    • 2015
  • Purpose - Multi-dimensional prices comprise multiple components such as monthly payments and a number of payments rather than a single lump-sum amount. According to previous studies, an increase in the number of price dimensions leads to a massive amount of cognitive stress resulting in incorrect calculation, and deterioration in the consistency of the price judgment. However, an increase only in the level of complexity of calculating multi-dimensional prices does not always result in a corresponding decrease in the accuracy of price evaluation. Since diverse variables could affect consumers' purchase-decision-making process, the results of price evaluation would be different. In this study, an empirical analysis was performed to determine how the accuracy of price evaluation varies depending on the extent of the complexity of price dimensions using product involvement and brand preference as moderating variables. Research design, data, and methodology - A survey was conducted on 260 students, and 252 effective responses were used for analysis. The data was analyzed using t-test, one-way ANOVA, and two-way ANOVA. In this study, six hypotheses were developed to examine the effect of product involvement and brand preference on consumers' evaluation effort of multi-dimensional prices. Results - As the number of price dimensions increased, accuracy of price evaluation appeared to be low in high involvement, as expected. However, it showed no differences in price evaluation effort when the level of complexity of calculating multi-dimensional prices is low. When a small number of price dimensions are presented in both cases of high and low involvement, accuracy of price evaluation is much higher in a weak brand preference. On the contrary, a strong brand preference enhances an accuracy of price evaluation only in case of low involvement when the number of price dimensions is increased. An interaction effect of product involvement and brand preference on consumers' evaluation of multi-dimensional prices did not exist irrespective of the level of complexity of calculating prices being high or low. Conclusions - When the number of price dimensions is small, consumers' effort for price evaluation shows almost no difference without the moderating effect of involvement, and a weak brand preference leads to a higher accuracy of price evaluation in an effort to make the best selection. No interaction effect of product involvement and brand preference was found except for a main effect of brand preference. When a price is composed of multiple dimensions rendering it more difficult to calculate the final price, the effort for price evaluation was expected to decrease only slightly in case of combination of high involvement and strong brand preference. This is because people have a higher purchase intentions and trust for that particular brand. However, the accuracy of price evaluation was much lower in cases of high involvement, and there was no interaction effect between product involvement and brand preference except for a main effect of involvement and brand preference, respectively.

A study on neighbor selection methods in k-NN collaborative filtering recommender system (근접 이웃 선정 협력적 필터링 추천시스템에서 이웃 선정 방법에 관한 연구)

  • Lee, Seok-Jun
    • Journal of the Korean Data and Information Science Society
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    • v.20 no.5
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    • pp.809-818
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    • 2009
  • Collaborative filtering approach predicts the preference of active user about specific items transacted on the e-commerce by using others' preference information. To improve the prediction accuracy through collaborative filtering approach, it must be needed to gain enough preference information of users' for predicting preference. But, a bit much information of users' preference might wrongly affect on prediction accuracy, and also too small information of users' preference might make bad effect on the prediction accuracy. This research suggests the method, which decides suitable numbers of neighbor users for applying collaborative filtering algorithm, improved by existing k nearest neighbors selection methods. The result of this research provides useful methods for improving the prediction accuracy and also refines exploratory data analysis approach for deciding appropriate numbers of nearest neighbors.

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Method for Preference Score Based on User Behavior (웹 사이트 이용 고객의 행동 정보를 기반으로 한 고객 선호지수 산출 방법)

  • Seo, Dong-Yal;Kim, Doo-Jin;Yun, Jeong-Ki;Kim, Jae-Hoon;Moon, Kang-Sik;Oh, Jae-Hoon
    • CRM연구
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    • v.4 no.1
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    • pp.55-68
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    • 2011
  • Recently with the development of Web services by utilizing a variety of web content, the studies on user experience and personalization based on web usage has attracted much attention. Majority of personalized analysis are have been carried out based on existing data, primarily using the database and statistical models. These approaches are difficult to reflect in a timely mannerm, and are limited to reflect the true behavioral characteristics because the data itself was just a result of customers' behaviors. However, recent studies and commercial products on web analytics try to track and analyze all of the actions from landing to exit to provide personalized service. In this study, by analyzing the customer's click-stream behaviors, we define U-Score(Usage Score), P-Score (Preference Score), M-Score(Mania Score) to indicate variety of customer preferences. With the devised three indicators, we can identify the customer's preferences more precisely, provide in-depth customer reports and customer relationship management, and utilize personalized recommender services.

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Cosmetic Store Selection Differences Depending on Make-up Preference Image (화장추구이미지에 따른 화장품 구매점포 선택기준)

  • Lee, Hyun-Jung;Kim, Mi-Young
    • Journal of the Korean Society of Clothing and Textiles
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    • v.31 no.2 s.161
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    • pp.206-216
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    • 2007
  • The purpose of this study was to investigate the differences in the cosmetic purchasing behavior influenced by make-up preference images, and the orders of importance in the cosmetic store selection. The questionnaires were given to female residents in the ages between $20{\sim}45$ in Seoul and Kyung-gi province. 322 questionnaires were used for data analysis. The collected data were analyzed by using SPSS 10.0 software with various techniques such as Frequency analysis, Factor analysis, Cronbach's ${\alpha}$ reliability analysis, Paired t-test, ANOVA test and Duncan test. The results of this study were as follows: 1. After investigating how the make-up preference image influences the selection of the off-line cosmetic store, it was found out that the personal service, shopping convenience, and product composition had significant differences. 2. After investigating how the make-up preference image influences the selection of the on-line cosmetic store, it was found out that only the product composition had significant difference. 3. After studying the factors that influence the off-line cosmetic store selection, it was found that the personal service was considered most important. After studying the factors that influence the on-line cosmetic store selection, it was found that the price was considered most important.

School Uniform Satisfaction and Preference According to Level of Clothing Involvement (중학생의 의복관여도에 따른 교복의 만족도와 선호도에 관한 연구)

  • Lee, Ok-Hee;Kang, Young-Eui
    • 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.

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Fashion Image Classification of Senior Women based on the Fashion Style, Preference Color, and Self-image (시니어 여성의 패션스타일과 선호색 및 자기이미지에 따른 패션이미지 유형화)

  • Kim, Hee-Yeon;Hahn, So-Won;Hong, Yun-Jung;Kim, Young-In
    • Journal of the Korean Society of Costume
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    • v.64 no.3
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    • pp.142-154
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    • 2014
  • The purpose of this study is to classify fashion images of senior women who have emerged as influential customers in the fashion industry. Characteristics of fashion images of senior women are identified by fashion style, preference color, and self-image. With the collected data, the Q group, consisting of Korean women who are in their 50s, was targeted using the Q methodology. The following factors were evaluated through in-depth interviews: fashion style, preference color and self-image. The fashion images of senior women were classified into the following 4 types: Characteristic modern, Reasonable basic, Comfortable contemporary, and Conservative elegance. Those classified fashion image types were influenced by the factors of nobleness, usefulness, personality, fashionableness, and youthfulness in accordance with fashion style, preference color, and self-image. The results of this study may provide basic information for fashion image planning for senior women and meaningful data for redefining and diversifying the concept of senior fashion brand which reflects the generation's changed taste and lifestyle.

A Study On Housewives' Purchasing Behavior by Brand Image and Brand Preference (도시주부의 상표이미지 및 상표선호도에 따른 구매행동에 관한 연구)

  • Kang, Ki-Jeoung;Kye, Sun-Ja
    • Journal of Families and Better Life
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    • v.9 no.1 s.17
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    • pp.145-160
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    • 1991
  • The purpose of this study is to suggest some fundamental data for the welfare of consumers by investigation some characteristics of the housewives and their attitudes toward a famous brand. For the purpose of this study, the samples were distributed to houswives who lived in Seoul. The 493 data obtained were analyzed by frequency distribution, percentile, $X^2$-test, t-test, F-test, Pearson's correlation, Duncan's multiple range test and Stepwise multiple regression analysis. The major finding were follows ; The major finding were follows ; 1) In general the score for the brand preference of the housewives was somewhat high. There were significant differences between the brand preference of the housewives and the socio-demographic, reference group variables. 2) There were significant differences between the brand image of housewives and the socio-demographic, reference group variables 3) In general the score for the dissatisfaction of the housewives was somewhat low. There were significant differences between the dissatisfaction the housewives and the socio-demographic variables. 4) The brand preference of the housewives had a positive relationship with the level of their dissatisfaction. 5) The most influential variables for the brand preference of the housewives was in the rank of reference group, income, education level.

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