• 제목/요약/키워드: purchasing pattern

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eCRM을 위한 고객구매패턴 분석에 관한 연구 (A Study on the Analysis of Customer Purchasing Pattern for eCRM)

  • 김남호;이도헌
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2001년도 춘계학술발표논문집 (상)
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    • pp.15-18
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    • 2001
  • 개별화 웹 마케팅은 본질적으로 고객지향의 패러다임이다. 즉, 개별 고객의 특수한 니즈를 개별적으로 파악해서 각각의 고객에게 차별화된 서비스를 제공하는 것이 그 핵심이다. 웹 서버의 고객이 접근한 상품의 로그파일에 데이터마이닝의 연관규칙 기술을 이용하게 되면 고객행동 패턴의 파악 및 예측을 위한 기법으로 활용할 수 있다. 본 연구에서는 웹 사용자의 교차 판매를 위한 원투원 마케팅에 필요한 접근패턴을 분석하고자 하며, 이는 고객의 상품에 대한 접근이 기록된 액세스 로그 데이터베이스의 분석을 통하여 이루어진다. 이들 데이터 처리와 교차판매 지원을 위한 데이터마이닝 모델링, 이를 통한 원투원 마케팅 모델 제시, 그리고 이의 활용이 고객관계관리(eCRM)에 미치는 효과를 제시한다.

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Environmentally Responsible Apparel Consumption and Convertible Dresses

  • Koo, Sumin;Ma, Yoon Jin
    • 한국의류학회지
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    • 제43권3호
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    • pp.327-348
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    • 2019
  • Among the many methods to make sustainable garments, convertible garments have the potential to change style and function that allow consumers to keep and use garments longer with the possibility of enhancing sustainability. This research analyzes consumer preferences in changeable design options for convertible dresses and the consumers' influence on environmentally responsible apparel consumption (ERC) behaviors on their preferences regarding changeable design options of dresses, which are popular items. An online survey collected data from a convenient sample of 321 female college students from four universities in the United States. Data were analyzed using IBM SPSS through descriptive analysis, cluster analysis, and independent samples t-test. There were significant differences between high and low ERC groups in design preferences that considered important aspects of purchasing, using convertible dresses, and purchase intentions. Detailed differences among sub-groups were analyzed. Designers are encouraged to make tying/folding/wrapping dresses with changes of size/fit, dress length, or color/pattern. The results are beneficial for apparel designers when developing convertible dresses with the guidance of consumers' design preferences and differences according to ERC levels.

쇼핑 웹사이트 탐색 유형과 방문 패턴 분석 (Analysis of shopping website visit types and shopping pattern)

  • 최경빈;남기환
    • 지능정보연구
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    • 제25권1호
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    • pp.85-107
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    • 2019
  • 온라인 소비자는 쇼핑 웹사이트에서 특정 제품군이나 브랜드에 속한 제품들을 둘러보고 구매를 진행할 수 있고, 혹은 단순히 넓은 범위의 탐색 반경을 보이며 여러 페이지들을 돌아보다 구매를 진행하지 않고 이탈할 수 있다. 이러한 온라인 소비자의 행동과 구매에 관련된 연구는 꾸준히 진행되어왔으며, 실무에서도 소비자들의 행동 데이터를 바탕으로 한 서비스 및 어플리케이션이 개발되고 있다. 최근에는 빅데이터 기술의 발달로 소비자 개인 단위의 맞춤화 전략 및 추천 시스템이 활용되고 있으며 사용자의 쇼핑 경험을 최적화하기 위한 시도가 진행되고 있다. 하지만 이와 같은 시도에도 온라인 소비자가 실제로 웹사이트를 방문해 제품 구매 단계까지 전환될 확률은 매우 낮은 실정이다. 이는 온라인 소비자들이 단지 제품 구매를 위해 웹사이트를 방문하는 것이 아니라 그들의 쇼핑 동기 및 목적에 따라 웹사이트를 다르게 활용하고 탐색하기 때문이다. 따라서 단지 구매가 진행되는 방문 외에도 다양한 방문 형태를 분석하는 것은 온라인 소비자들의 행동을 이해하는데 중요하다고 할 수 있다. 이러한 관점에서 본 연구에서는 온라인 소비자의 탐색 행동의 다양성과 복잡성을 설명하기 위해 실제 E-commerce 기업의 클릭스트림 데이터를 기반으로 세션 단위의 클러스터링 분석을 진행해 탐색 행동을 유형화하였다. 이를 통해 각 유형별로 상세 단위의 탐색 행동과 구매 여부가 차이가 있음을 확인하였다. 또한 소비자 개인이 여러 방문에 걸친 일련의 탐색 유형에 대한 패턴을 분석하기 위해 순차 패턴 마이닝 기법을 활용하였으며, 같은 기간 내에 제품 구매까지 완료한 소비자와 구매를 진행하지 않은 채 방문만 진행한 소비자들의 탐색패턴에 대한 차이를 확인할 수 있었다. 본 연구의 시사점은 대규모의 클릭스트림 데이터를 활용해 온라인 소비자의 탐색 유형을 분석하고 이에 대한 패턴을 분석해 구매 과정 상의 행동을 데이터 기반으로 설명하였다는 점에 있다. 또한 온라인 소매 기업은 다양한 형태의 탐색 유형에 맞는 마케팅 전략 및 추천을 통해 구매 전환 개선을 시도할 수 있으며, 소비자의 탐색 패턴의 변화를 통해 전략의 효과를 평가할 수 있을 것이다.

남자 대학생의 신체의식과 의복행동에 대한 연구 (A Study on Body Consciousness, and Clothing Behavior of Male College Students)

  • 정용희;김창현
    • 복식문화연구
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    • 제8권3호
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    • pp.460-476
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    • 2000
  • The purpose of this study was, accordingly, to examine male college student's general body consciousness and their actual condition of wearing clothing, as it's assumed that clothing, which everyone must always wear, might be effective in making up for the physical defect. The findings of this study were as follows : 1. Male College Students'Body Consciousness : They expressed some dissatisfaction with their own body, and they were most discontented with their height, among their bodies. They thought of the western-style shape as an ideal one, as what's considered by them to be ideal was thinner a little than them, being taller with wider shoulder, longer legs, smaller and white face. 2. Male College Students'Characteristics of Clothing Purchasing Behavior : In purchasing clothing, male college students were slightly sensitive about the physical part with which they wasn't satisfied. The clothing pattern preferred by them was an abstract one, and their favorite color was white or black. The greatest number of them put most emphasis on design in buying clothing, and they purchased clothing mainly at special fashion shop. On the whole, they showed an affirmative response toward wearing Korean costume, and they also had a positive opinion about the purchase of reformed Korean dress for everyday life. 3. Male College Students'Characteristics of Wearing Clothing : They appeared not to consider making up for physical weakness. Male college students favored aloha shirt and trousers when they went out. Male college students purchase clothing in consideration of individual, manly, classical, tender, or comfortable factors. 4. Relationship of Body Consciousness to Wearing Behavior : The degree to which they considered covering up physical weakness in wearing clothing was examined, by dividing them into two groups : one was a group that thought their own shape normal, and the other was a group that didn't think of their own shape as normal. As a result, both groups appeared not to consider covering up physical weakness.

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의복의 문양에 따른 의복 및 직물 선호 - 포카다트, 스트라이프, 체크 문양을 중심으로 - (Effect of Motif Designs on Preferences and Image Perception)

  • 이소라;김재숙
    • 복식문화연구
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    • 제15권2호
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    • pp.193-202
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    • 2007
  • The purpose of this study was to find out effects of textile motifs and the application methods on wearer's image perception. A survey was conducted to total of 255 male and female university students who are residing in Daejeon and Chungnam province. The stimuli were composed of 2 level tones(dark and light), 3 level complexity(simple, medial and complex), 3 patterns(polka dot, stripe and check) and the 2 way of stimuli application methods(fabric and garment). The instrument for measuring preference of stimuli consisted of 4 items, encouraging, preference, purchasing and popularity. The instrument for measuring image of stimuli consisted 24 pair items. Factor analysis for the adjective pair images(24 inquiries) about the textile patterns which were used in this study was performed. It resulted as three factors which are attraction, salience, and potential. Attraction, salience, and potency dimensions showed the most significant interaction effects of application methods and patterns. And tone and application method effected attraction and salience, tones and patterns effected attraction, tones and complex effected salience. Application methods and patterns effected potential and patterns and complex effected salience. The preferences toward stimuli, it resulted only interaction of tones and patterns affected the preferences('total preference' and 'purchasing'). Pearson's product-moment correlation analysis carried out to find out the relation of images of clothing and preferences. As a result, salience was significant relation with attraction and potency. In correlation between image of textile pattern and preference, attraction is most significant relation with the preference. The results of the study could be used for the marketing strategies of the motif in fashion product.

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뉴실버 여성을 위한 브래지어 착용실태 및 선호도 조사 (The Actual Wearing Conditions and Preferences for New Silver Women's Brassiere)

  • 박자영;장정아
    • 한국의류산업학회지
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    • 제16권4호
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    • pp.635-644
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    • 2014
  • This study provides basic reference data for brassiere wearing conditions, design preferences of new silver women (50s-60s) and development of brassiere products. We compiled and compared 163 pieces of brassiere (considering of 105 domestic general brassieres and 58 foreign silver brassieres) analyzed using SPSS Statistics 21 program. A survey was then conducted on the actual wearing, purchasing conditions, design preferences for 176 females (50s-60s). The result of this study are as follows: First, comparing actual product conditions (domestic general products and foreign silver products), the ratio of full cup in cup height, V-shape type in neckline shape, long type in front-end length, wide type in wing width, U-shape type in shoulder strap form, wide type in shoulder strap width, no-wire brassieres in breast wire type, all-in-one type in shoulder strap separation, back type in closure type appeared higher than other types of brassiere in domestic general product. Second, a study also showed that 60s women's wearing time is lower than 50s women's; however, 60s women expressed a higher figure and preference for the purchasing ratio in the department store, full cup in cup height, short type in length of brassieres, wide type in wing width, U-shape in shoulder strap form, small type in shoulder strap width, back type in closure type and no-wire brassieres than those in their 50s. It was found they prefer fabric with a high natural content, nude tone color without decoration & pattern and camisole brassieres.

패션 온라인 커뮤니티 특성이 커뮤니티 몰입과 브랜드 충성도에 미치는 영향에 관한 연구 (Impact of Characteristics of Fashion On-line Community on the Community Commitment and Brand Loyalty)

  • 고은주;권준희
    • 한국의류학회지
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    • 제30권4호
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    • pp.644-654
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    • 2006
  • The purpose of this study is 1) to analyze the clothing purchasing behavior according to gender 2) to analyze the characteristics provided by the fashion on-line community, 3) to analyze the effects of the fashion on-line community characteristics to community commitment and brand loyalty. As for data collection, on-line survey was conducted for the fashion online community members in 'daum' portal site and total 404 volumes were used for the study analysis. Data were analyzed by descriptive statistics, $x^2-test$, factor analysis, regression analysis by utilizing the SPSS 10.0 program. The results of this study were as follow: First, it was found that characteristics of fashion on-line community are three factors of 'interactivity', 'information provision' and 'interest provision'. Second, as the analysis result of the effects of the fashion on-line community characteristics to the community commitment and brand loyalty, the more 'interactivity' and 'interest provision', the higher 'behavioral commitment' and at this time brand loyalty was high. The higher 'interactivity', 'interest provision' and 'information provision', the higher attitudinal commitment and brand loyalty. In addition, the more 'information provision' and 'interest provision' were, the more it positively influenced brand loyalty. It is considered that this study will help fashion enterprises establish an on-line community strategy to induce brand loyalty by analyzing the community utilization pattern of fashion on-line community members.

여성용 기능성 등산용 팬츠 패턴 개발을 위한 등산용 팬츠의 구매 및 선호도 조사 연구 (A Survey on the Purchasing Behavior and Preference of Mountain Climbing Pants for the Development of Women's Functional Mountain Climbing Pants Patterns)

  • 서추연
    • 한국의류학회지
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    • 제37권1호
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    • pp.90-100
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    • 2013
  • This study uses a survey questionnaire to identify the major customer age class of adult women who frequently mountain climb as well as analyze their purchasing behavior and preference of mountain climbing pants. The field survey, classified the types of mountain climbing pants, selected the types of mountain climbing pants that consumers preferred, and then analyzed the degrees of satisfaction for mountain climbing pants based on an evaluation of wearing. Specifically, the patterns of mountain climbing pants preferred by national brands and licensed brands were compared and analyzed. The validities of commercially available mountain climbing pants were analyzed through an evaluation of wearing comfort and an evaluation of wearing on a 3D simulation of the human body. The basic data for the development of mountain climbing pants are presented based on the results. The survey questionnaire results indicate that the major class of women consumers of mountain climbing goods was in the 40s to 50s; in addition, the types they most wore were straight type and functional cut type. The preferred brand was KOLONSPORT (which occupies a 21.2% market share), followed by THE NORTH FACE (13.0%), K2 (11.5%) and Kolping (10.0%). The main reason (26.8% of responses) that they preferred these brands was functionality. The difference in measurement of climbing pants patterns could be analyzed accurately in the pattern analysis, the wearing evaluation by the self-sonsory test and evaluation of wearing comfort through 3D simulation. The results of ANOVA on motions and items indicates that no significant difference was found among motions; however, a significant difference was recognized among items. A comparison of straight type and functional cut type showed that the functional cut type excelled slightly in wearing comfort.

실버여성의 신체불편 및 의복불편 실태조사 (Research on Body Discomfort and Clothing Inconvenience of Elderly Women)

  • 김수아;강여선;정명숙
    • 한국의상디자인학회지
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    • 제17권4호
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    • pp.41-54
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    • 2015
  • The purpose of this study is to research on status of physical discomfort and clothing life including clothing inconvenience for enhancing self-reliance of elderly women, newly emerging consumer. The subject of research were 346 elderly women who aged 60 or older in Seoul and Seoul Suburbs. Survey consisted of questions about body discomfort, satisfaction and purchasing criteria of ready-to-wear, the inconvenience of clothing. The results of this study are as follows: Physical discomforts were generally associated with the ability to regulate body temperature. The biggest complaint of ready-to-wear was the price, and the next were the size and activity. In purchasing criteria, 'clothes to fit my body shape', 'clothes easy to put on and take off', 'comfortable clothes to work' showed high score. In clothing inconvenience, 'feel inconvenience due to several layers of clothing to avoid chilliness', 'feel heaviness in the waist due to tightness', 'feel chilliness even when wearing several layers of clothing in the winter' were the most uncomfortable parts. Subjects over the age of 80 years and needed the help of others in activities experienced more inconvenience in clothing life. It seems that body discomfort such as dulness of movement and loss of body temperature regulation capability due to aging had a influence on their clothing life. This problem could be improved by the adjustment of pattern allowance, the selection of the fastener, and the proper use of functional fabric. The results of this study will be used as a basis for development of the elderly women's clothing to increase convenience and mobility in everyday life.

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국내 여성의 애슬레저 웨어 제품구매추구 및 착용실태 조사 - 20~50대 여성을 중심으로 - (A Study on Purchasing and Wearing Status of Korean Women's Athleisure Wear Products - Focusing on Women in Their 20s to 50s -)

  • 이종규;임호선
    • 한국의류산업학회지
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    • 제23권3호
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    • pp.370-379
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    • 2021
  • This study investigated the wearing status and design preferences regarding athleisure wear, focusing on young women in their 20s and 30s and middle-aged women in their 40s and 50s participating in yoga and fitness activities. A total of 332 valid samples were used for the survey by setting the same number of samples for each age group. The results showed that young women in their 20s and 30s exhibited weight control, and middle-aged women in their 40s and 50s maintained their health in relation to exercise. Athleisure wear brands were found to prefer foreign brands over domestic brands. When purchasing athleisure wear, the foremost considerations were material functionality, fit according to body shape, and reasonable prices. The preferred athleisure wear leggings design showed that both middle-aged women and young women preferred nine-piece leggings. Women in their 20s to 50s were found to purchase and acquire information on athleisure wear online. Hence, the pattern of life is rapidly transitioning from offline to online, and the market structure of athleisure wear is gradually transitioning toward an omni-channel society with a distribution market structure that combines information technology(IT) and mobile technologies. Therefore, It is required to develop athleisure wear of various functional products that meet the trends according to the global market environment and consumer class.