• Title/Summary/Keyword: consumer's preference

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Development of Collaborative Filtering based User Recommender Systems for Water Leisure Boat Model Design (수상레저용 보트 설계를 위한 협력적 필터링 기반 사용자 추천시스템 개발)

  • Oh, Joong-Duk;Park, Chan-Hong;Kim, Chong-Soo;Seong, Hyeon-Kyeong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2014.05a
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    • pp.413-416
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    • 2014
  • Recently, demand for various leisure sports gradually increases, as people's sense of values changes into leisure-centered one according to the change of given social circumstance and the change of customer needs all over the world. The actual condition is that an interest and participation rate especially in water leports during the summer increases. And needs for various hull design of standardized boat for water leisure increase. Therefore, this paper is intended to develop a recommendation system to design a boat for water leisure by using the collaborative filtering technique in order to make it possible to actively cope with the change of various customer needs for hull design. To this end, emotion relating to kayak design was selected through consumer survey, and emotion was derived by factor analysis and assessment, and then a kayak design layout in the aspect of customer's emotional preference was presented. Besides, an analysis was made according to the elements such as hull, body, and propulsion system of kayak in order to select emotional words according to the kayak design reflecting user's preference, and then a boat model for water leisure in conformance with user's preference was presented.

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The Roles of Ambient Pride Type on the Responses to Preference Inconsistent Information (선호 불일치 정보에 대한 반응에서 환경적 프라이드 유형의 역할)

  • Choi, Nak-Hwan
    • The Journal of Industrial Distribution & Business
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    • v.9 no.11
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    • pp.55-66
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    • 2018
  • Purpose - Present research aimed at identifying the effects of ambient pride type on judgement difference between existing preference and final preference formed after being exposed to the preference inconsistent information from others representing a conflict between consumer's own perspective and the others' perspective. And this study also explored the roles of empathic concerns and motive type in the ambient pride type's effects on the judgement difference. Research design, data, and methodology - 2(information type: consistent versus inconsistent) × 2(pride type: hubristic versus authentic) between-subjects design was employed. Data for empirical analysis were from 252 undergraduate students who participated in questionnaire survey. To verify hypotheses, Anova and regression analysis were used. Results - First, there was the judgement difference among the experimental groups. The difference was greater at the authentic pride group than at the hubristic pride group. And the difference was greater at the inconsistent information group than at the consistent information group. The interaction effect of pride type and information type was significant. Second, when consumers who had made their preference were exposed to the inconsistent information from other, those of the hubristic pride group showed more defense motive and less empathic concerns than those of the authentic pride group. And there were the mediation roles of the empathic concerns and the interaction roles of the motive type in the effects of pride type on the judgement difference. Third, the self validity did not affect the difference even that become increased by defense motive rather than accuracy motive. Conclusions - This research could advance the information processing theory related to pride type by exploring the effects of the pride type on judgement difference between existing preference and final preference formed by the inconsistent information from others, and by identifying the mediation roles of the empathic concerns and the interaction roles of the motive type in the effects of the pride type. In view of the results from current study, marketers should make efforts of inducing defense motive and developing and communicating the consistent information to persuade consumers under hubristic pride who have the belief that attributes of their brand are better than those of the competitors' brand, and they also should conduct marketing acts by using the inconsistent information to persuade consumers under authentic pride who have the belief that attributes of the competitors' brand are better than those of their brand.

A Study on Factors that Affect the Selection of Multichannel in the Apparel Retail -Based on the Characteristics of Marketing and Customer- (패션소매유통 멀티채널 채택에 영향을 미치는 요인에 관한 연구 -마케팅 특성과 소비자 특성을 중심으로-)

  • Kim, Ju-Hee;Lee, Jin-Hwa
    • Journal of the Korean Society of Clothing and Textiles
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    • v.35 no.7
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    • pp.801-815
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    • 2011
  • This study examines the characteristics of marketing and customer that influence the selection of multichannel (preference/frequency of use) in the fashion retail. The subjects of this study are men and women live in Seoul/Gyeonggi province and Busan/Gyeongsangnam-do in their 20s-40s who have shopping experiences in fashion items of more than 2 shopping channels among offline stores, catalogs, and the internet. The survey period was from March to May 2010 and 411 forms were used in this survey. The data were analyzed by a reliability analysis (Cronbach's ${\alpha}$), a factor analysis, t-test and one-way ANOVA. The main results of this study are summarized as follows. First, marketing characteristics, which effect the selection of multichannel (preference/frequency of use), consist of sales promotion, service, price, merchandise, and distribution. Those have a significant influence (***p${\leq}$.001) on choosing multichannel of fashion retail. Price has a significant impact on the preference of multichannel and merchandise affect for frequency of use in multichannel shopping. Second, customer characteristics have a significant influence (***p${\leq}$.001) on the monthly average purchasing amount, shopping hours, shopping frequency, brand knowledge, and price sensitivity. Particularly, monthly average purchasing amount & shopping frequency have meaningful differences in the frequency of using multichannel; in addition, shopping hours were affected by preference & frequency of use. Price sensitivity has a greater influence on the frequency of using multichannel and brand knowledge has a greater effect on multichannel preference. Customer's information searching characteristics have main 3 factors through the use of marketing information, personal information and experience information. Application of experience information is the main factor in preference and frequency of using multichannel shopping. The customer demographic characteristics of age (*p${\leq}$.05, **p${\leq}$.01) and gender (*p${\leq}$.05) show a difference for selecting multichannel. There is no difference for marital status, average household income per month, and job.

Survey in consumers and distribution stages bacteriological analysis for fresh raw beef in Gwangju area, Korea (광주지역 소 생고기 선호도 및 유통단계별 세균학적 분석)

  • Na, Ho-Myung;Bae, Seong-Yeol;Koh, Ba-Ra-Da;Jang, Mi-Sun;Sung, Chang-Min;Kim, Ji-Yeon;Park, Heon-Gyu;Mun, Yong-Un;Kim, Yong-Hwan
    • Korean Journal of Veterinary Service
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    • v.35 no.4
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    • pp.313-319
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    • 2012
  • Consumer's preference and microbial inspections on fresh raw beef were carried out to understand the actual market status in Gwanju, Korea. Over 15 questions on questionnaire by 1,111 randomly selected respondents between April and May in 2011, results showed 65.5% positive on eating fresh raw beef, 63.8% negative on good hygiene condition of fresh raw beef, and 72.5% positive on the secure of the hygiene-safety for priority program, respectively. For microbial inspections, a total of 302 samples were collected from fresh raw beef purchased from slaughterhouse (n=122), transport (n=69) and consumer (n=81) stage, from lettuce (n=30) at consumer stage. The aerobic plate count (APC), E. coli count and food borne bacteria such as Salmonella spp., Listeria monocytogenes, Staphylococcus(S.) aureus and E. coli O157:H7 were tested in the samples. As results, the level of count on APC of fresh raw beef ranged $6{\times}10^1{\sim}1.8{\times}10^5CFU/g$ from slaughterhouse, $2{\times}10^2{\sim}8.3{\times}10^5CFU/g$ from transport stage and $1{\times}10^2{\sim}4{\times}10^5CFU/g$ from consumer stage. The level of count on E. coli of fresh raw beef ranged $1{\sim}9{\times}10^1CFU/g$ from slaughterhouse, $1{\sim}7{\times}10CFU/g$ from transport stage and $1{\sim}5.5{\times}10CFU/g$ from consumer stage. In total, 26 S. aureus were isolated, 10 (14.5%) from fresh raw beef at transport stage, 12 (14.8%) from fresh raw beef and 4 (13.3%) from lettuce at consumer stage. Enterotoxin of S. aureus was not detected among 26 isolates. All S. aureus isolates were typed using a DiversiLab$^{TM}$ rep-PCR system for genetic similarity test, showing over 95% of genetic relationship amon isolates.

Building Contingency Paradigm Model based on Paradoxical Attitude Study (역설적 태도 연구에 기반한 상황적 패러다임 모델 구축)

  • Lee, Won-Jun;Chong, Sang-Soo
    • The Journal of the Korea Contents Association
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    • v.10 no.2
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    • pp.412-420
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    • 2010
  • With increased complexity of product and market, the phenomenon that a consumer get paradoxical attitude toward marketing object has been increased. And this phenomenon eventually affects the relationship between consumer and product. In this study we tried to find more paradoxical phenomenon and understand consumer behavior confronting these situations when they buy agro-product based on ground theory methodology. According to the results, consumer's expectation and purchase experience can promote quality paradox experience during confronting various marketing activities such as price, product, promotion, place. Also these experience can cause quality paradox related interaction and communication even though there could be differences in their experience according to demographic characteristics, personal preference, and risk perception. Consumer will develop multiple strategies against quality paradox to manage the uncomfortable paradox experiences.

A Fashion Design Recommender Agent System using Collaborative Filtering and Sensibilities related to Textile Design Factors (텍스타일 기반의 협력적 필터링 기술과 디자인 요소에 따른 감성 분석을 이용한 패션 디자인 추천 에이전트 시스템)

  • 정경용;나영주;이정현
    • Journal of KIISE:Computing Practices and Letters
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    • v.10 no.2
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    • pp.174-188
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    • 2004
  • In the life environment changed with not only the quality and the price of the products but also the material abundance, it is the most crucial factor for the strategy of product sales to investigate consumer's sensibility and preference degree. In this perspective, it is necessary to design and merchandise the products in cope with each consumer's sensibility and needs as well as its functional aspects. In this paper, we propose the Fashion Design Recommender Agent System (FDRAS-pro) for textile design applying collaborative filtering personalization technique as one of the methods of material development centered on consumer's sensibility and preference. For a collaborative filtering system based on textile, Representative-Attribute Neighborhood is adopted to determine the number or neighbors that will be used for preferences estimation. Pearson's Correlation Coefficient is used to calculate similarity weights among users. We build a database founded on the sensibility adjectives to develop textile designs by extracting the representative sensibility adjectives from users' sensibility and preferences about textile designs. FDRAS-pro recommends textile designs to a customer who has a similar propensity about textile. To investigate the sensibility and emotion according to the effect of design factors, fertile designs were analyzed in terms of 9 design factors, such as, motif source, motif-background ratio, motif variation, motif interpretation, motif arrangement, motif articulation, hue contrast, value contrast, chroma contrast. Finally, we plan to conduct empirical applications to verify the adequacy and the validity of our system.

A Study on Shopping Orientation and Preferred Store Characteristics of Female Shoppers Aged between 45-64 (45-64세 여성의 쇼핑성향과 선호매장 속성에 관한 연구)

  • Ko, Mi-Kyoung;Choi, Kyung-A;Chung, Sung-Jee;Jeon, Yang-Jin
    • Journal of the Korean Society of Clothing and Textiles
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    • v.31 no.8
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    • pp.1202-1210
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    • 2007
  • The purpose of this study was to identify factors of shopping orientation and factors of preferred stores for female shoppers aged from 45 to 64. Also women's markets for these ages were segmented based on their shopping orientation, and consumer groups were compared in terms of demographics and preferred store characteristics. Data from 238 women aged between 45-64 were collected by survey method and used for statistical analyses. Factor analysis, cluster analysis, $X^2$ test, F test, Duncan test were done. The results were as follows. First, five shopping orientation factors, such as high involvement, fashion orientation, brand orientation, other people orientation, and economic orientation were found. Second, five factors of preferred store characteristics were identified. They were store environment, product characteristics, trend and brand, accessibility, and sales personnel factors. Four consumer groups of brand pursuing, fashion pursuing, other-dependent, and high-involvement were classified. Those consumer groups showed significant differences in terms of demographics and preferred store characteristics. In conclusion, Korean women aged 45-64 were shown to have some differences in their shopping orientation compared with young women and to differ in preferred store factors among their groups.

Implementation of Product Recommendation System Based on User's Behavior in Social Curation Service (소셜 큐레이션 서비스에서 사용자 행동에 기반한 상품 추천 시스템의 구현)

  • Choi, Jin-oh
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.19 no.6
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    • pp.1387-1392
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    • 2015
  • SCS(Social Curation Service) is a service system to help sale and consumption with intelligent information about consumer's favor which is got from the combination of social service and internet shopping mall. This paper develops and analyzes some algorithms for catching the customer's preference tendency in SCS system. The developed algorithms are implemented to verify it's efficiency.

The implementation of Need Analysis for SCS (SCS를 위한 니드 분석 구현)

  • Lee, An-Hee;Choi, Jin-oh
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2015.05a
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    • pp.441-443
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    • 2015
  • SCS(Social Curation Service)is a service system to help sale and consumption with intelligent information about consumer's favor which is got from the combination of social service and internet shopping mall. This paper develops and analyzes some algorithms for catching the customer's preference tendency in SCS system. The developed algorithms are implemented to verify it's efficiency.

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A Study of the Consumer's Purchase Behavior and Willingness-to-Pay on the New Soymilk - Foucused on Cooperative Members in Cheonan - (두유 신제품 개발을 위한 소비자 구매행태 및 지불의사에 대한 연구 - 천안지역 생협 소비자를 중심으로 -)

  • Lee, Seog-Won;Yang, Sung-Bum
    • The Korean Journal of Food And Nutrition
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    • v.29 no.5
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    • pp.795-800
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    • 2016
  • The objective of this study was to propose motivation for the analysis of consumer's purchasing behavior and willingness to pay for the new soymilk products in cooperative stores. We surveyed the purchasing behavior, willingness to purchase, willingness to pay, and impact factors on willingness to pay. The results indicated that most consumers drank soymilk more than once per week. The reasons for consuming soymilk were health, nutrition, and taste, in order. When purchasing soymilk, consumers considered environment-friendly, quality, country of origin, brand, and price, consecutively. Taste was also an essential quality factor. Thus, consumers showed some willingness to purchase new soymilk products. In addition, cooperative members considered environmental characteristics of raw material and improvement of preference for final product as more important than functionality or food additives. Differentiation of process and marketing strategies are required for the development of soymilk products for cooperative members.