• 제목/요약/키워드: Buying pattern

검색결과 99건 처리시간 0.025초

Analysis of Agrifood Purchasing Pattern Using Association Rule Mining - Case of the Seoul·Gyeonggido·Incheon in South Korea -

  • Jo, Hyebin;Choe, Young Chan
    • Agribusiness and Information Management
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    • 제4권2호
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    • pp.14-21
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    • 2012
  • Since the Free Trade Agreements (FTAs) with Chile, the EU, and the U.S., Korean agricultural produce markets have turned into a fierce competition landscape. Under these competitive circumstances, marketing is critical. The objective of the research presented herein is to understand the characteristics of customer preferences after locating trends of purchased items. So This research establishes sustainable strategies for Korean agricultural produce. This investigation used market-basket analysis techniques and panel data for its research. Market-basket analysis is a technique which attempts to find groups of items that are commonly found together. The results show that, for one year, processed food using wheat, processed marine products, and pork are commonly bought together and that yogurt and milk also are bought together. The characteristics of customers buying these items are 44 years old and live in a four-person household with two children. These customers do not live with their parents.

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사이버 마아켓에서의 소비자 충동구매성향 분석 (An Analysis of Consumer Instantly Impulse Purchasing Propensity in Cyber Market)

  • 김영숙
    • 대한가정학회지
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    • 제38권12호
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    • pp.111-129
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    • 2000
  • The purpose of this study is to investigate the level of consumer instantly impulse buying in cuber market user. Also this study analyzes causal effect on consumer instantly impulse purchasing by demographic and social, place and promotion, consumer emotion state, and consumer internal and psychological variables. The data had been collected from on-line research method with 1,034, as using cuber market. The major statistical methods used for data analysis are frequency, percentile, mean, factor analysis, multiple regression analysis, Pearson's correlation analysis, and path analysis. The result of causal effect analysis were as follows; First, the variables affecting possession oriented materialism were sex and age. Second, the variables affecting self-control were sex, income, account of credit card, and instantly state of mind. Third, variables directly affecting instantly impulse purchasing were serif employed, banner advertisement, experience of cuber shopping, shopping mall pattern, instantly state of mind, purpose of shopping, happiness and success oriented materialism, and self-control. Also sex, income account of credit card, and instantly state of mind emerge to indirectly effect via self-control. Especially, the variables of success oriented materialism and instantly state of mind influenced on the highest of relative variables in consumer instantly impulse purchasing.

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골프공 영상콘텐츠를 포함한 마케팅서비스를 위한 온라인 자료분석에 관한 연구 (On-line Data Analysis for Marketing Service including Golf Image Contents)

  • 이현창;진찬용;신성윤
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2016년도 추계학술대회
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    • pp.379-381
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    • 2016
  • 스포츠 종류가운데 골프는 특권층이라는 스포츠 인식에서 점차적으로 사라지고 대중적인 스포츠로 자리매김하고 있다. 이러한 골프 스포츠 영역은 충성고객이 다른 마케팅 제품에 비교하여 상대적으로 많다. 그래서 본 논문에서는 골프의 대중화를 통해 골프공 등 악세서리 구매고객층의 온라인 구매 패턴을 분석하여 온라인 환경에서 마케팅 활성화를 도모하고자 한다. 이를 위한 온라인 분석을 실시하여 마케팅 활성화를 위한 방안을 제시한다.

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와인 이용 행태에 따른 와인 선택 속성에 관한 연구 - 와인 소매점 이용고객을 중심으로 - (A Study on Wine Selection Attributes by Wine Use Behavior - Focused on Wine Retail Shop Customers -)

  • 전현모;박미영
    • 한국조리학회지
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    • 제15권2호
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    • pp.121-135
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    • 2009
  • 최근 몇 년 전부터 불기 시작한 웰빙(well-being) 트렌드와 소비자들의 건강에 대한 관심 증폭으로 인하여 소비자의 주류 패턴에도 변화가 일어나기 시작하였다. 특히 적당한 와인이 동맥경화, 심장병, 노화 방지 등 각종 성인병의 예방에 좋다는 연구 결과가 속속 발표되면서 와인의 소비를 가속시키고 있다. 이에 본 연구에서는 와인 구매 및 음용 시 고려하는 선택 속성 중요도를 파악하여 고객 만족과 와인 대중화, 저변화에 기여함을 그 목적으로 하였다. 문헌 연구와 실증 연구를 병행한 본 연구는 와인 소매점에서 구매 경험이 있는 서울지역의 내국인 거주자 및 주간 상주 인구를 대상으로 2008년 12월 1일부터 31일까지 설문조사를 하였다. 설문조사에서 수집된 자료의 분석방법은 SPSS 12.0 통계패키지 프로그램을 활용하여 빈도분석, 요인분석, 신뢰성 검증, 일원배치분산분석, 다중회귀분석으로 인구통계학적 특성과 이용 행태에 따른 와인 소비자의 선택 속성 중요도를 분석하였다. 그 결과는 다음과 같다. 첫째, 음용 횟수, 음용 장소, 정보 원천을 제외한 생산지, 구매처, 구매 비용, 와인 음용 동반자에 따라 와인 구매 및 음용에 유의적 차이를 나타내었다. 둘째, 브랜드 특성, 건강상의 역할 등의 와인 선택 속성 요인은 고객 만족에 긍정적인 영향을 미치는 것으로 나타났다.

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김치 소비 패턴 및 기능성 김치에 관한 소비자 인식 (A Study on Kimchi Consumption Pattern and Consumer's Perception about the Functional Kimchi in Seoul and Gyeonggi-do Areas)

  • 김주현
    • 한국식생활문화학회지
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    • 제28권5호
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    • pp.480-487
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    • 2013
  • This study is conducted to investigate to the consumption pattern of Kimchi and perception about the functional Kimchi of consumer. The survey was done between October 1 to October 15, 2011 among 294 male and female adults aged 19 and over in Seoul and Gyeonggi-do areas. The gender distribution of subjects was 33.3% males and 66.7% females. 64.3% of subjects prepared Kimchi by themselves, 23.5% of subjects received Kimchi from relatives and 12.2% of subjects purchased Kimchi from the market. In addition, the rate of preparing Kimchi at home is highest in those aged fifty or over. Only 41.8% of subjects knew how to make Kimchi. 72.1% of subjects responded that they ate Kimchi one or more a day. 46.6% of subjects have purchased commercial Chinese cabbage Kimchi. The amount of one-time purchase of commercial Kimchi were investigated; 45.2% of subjects have been buying 500-1 kg, 34.4% of the subjects bought less than 500 g, and 11.2% of subjects bought 1-3 kg. 28.2% of subjects buy Kimchi at the supermarket and warehouse market. With regard to the evaluation of Kimchi taste, most consumers were not satisfied with the sweetness of Kimchi. In this result, the perception about functional Kimchi was very low. Consumer's demands were as follows: nutrient enhancement, strengthening of biologically active substances, lactic acid bacteria enhancement in order. Small sales units were preferred by the consumers, and complementation of sweetness of kimchi was required. Various Kimchi including functional Kimchi must be developed to meet the needs of consumers.

빅데이터의 연관규칙과 브랜드 충성도를 활용한 패션품목 구매패턴과 구매채널 전환패턴 분석 (Analyzing fashion item purchase patterns and channel transition patterns using association rules and brand loyalty in big data)

  • 권기용
    • 복식문화연구
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    • 제32권2호
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    • pp.199-214
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    • 2024
  • Until now, research on consumers' purchasing behavior has primarily focused on psychological aspects or depended on consumer surveys. However, there may be a gap between consumers' self-reported perceptions and their observable actions. In response, this study aimed to investigate consumer purchasing behavior utilizing a big data approach. To this end, this study investigated the purchasing patterns of fashion items, both online and in retail stores, from a data-driven perspective. We also investigated whether individual consumers switched between online websites and retail establishments for making purchases. Data on 516,474 purchases were obtained from fashion companies. We used association rule analysis and K-means clustering to identify purchase patterns that were influenced by customer loyalty. Furthermore, sequential pattern analysis was applied to investigate the usage patterns of online and offline channels by consumers. The results showed that high-loyalty consumers mainly purchased infrequently bought items in the brand line, as well as high-priced items, and that these purchase patterns were similar both online and in stores. In contrast, the low-loyalty group showed different purchasing behaviors for online versus in-store purchases. In physical environments, the low-loyalty consumers tended to purchase less popular or more expensive items from the brand line, whereas in online environments, their purchases centered around items with relatively high sales volumes. Finally, we found that both high and low loyalty groups exclusively used a single preferred channel, either online or in-store. The findings help companies better understand consumer purchase patterns and build future marketing strategies around items with high brand centrality.

An Optimal Pricing and Inventory control for a Commodity with Price and Sales-period Dependent Demand Pattern

  • Sung, Chang-Sup;Yang, Kyung-Mi;Park, Sun-Hoo
    • 한국경영과학회:학술대회논문집
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    • 한국경영과학회/대한산업공학회 2005년도 춘계공동학술대회 발표논문
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    • pp.904-913
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    • 2005
  • This paper deals with an integrated problem of inventory control and dynamic pricing strategies for a commodity with price and sales-period dependent demand pattern, where a seller and customers have complete information of each other. The problem consists of two parts; one is each buyer's benefit problem which makes the best decision on price and time for buyer to purchase items, and the other one is a seller's profit problem which decides an optimal sales strategy concerned with inventory control and discount schedule. The seller's profit function consists of sales revenue and inventory holding cost functions. The two parts are closely related into each other with some related variables, so that any existing general solution methods can not be applied. Therefore, a simplified model with single seller and two customers in considered first, where demand for multiple units is allowed to each customer within a time limit. Therewith, the model is generalized for a n-customer-classes problem. To solve the proposed n-customer-set problem, a dynamic programming algorithm is derived. In the proposed dynamic programming algorithm, an intermediate profit function is used, which is computed in case of a fixed initial inventory level and then adjusted in searching for an optimal inventory level. This leads to an optimal sales strategy for a seller, which can derive an optimal decision on both an initial inventory level and a discount schedule, in $O(n^2)$ time. This result can be used for some extended problems with a small customer set and a short selling period, including sales strategy for department stores, Dutch auction for items with heavy holding cost, open tender of materials, quantity-limited sales, and cooperative buying in the on/off markets.

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고객의 선호 특성 정보를 이용한 상품 추천 시스템 (Goods Recommendation Sysrem using a Customer’s Preference Features Information)

  • 성경상;박연출;안재명;오해석
    • 정보처리학회논문지D
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    • 제11D권5호
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    • pp.1205-1212
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    • 2004
  • 전자상거래 시스템의 보급이 활성화되기 시작하면서, 사용자의 필요와 욕구에 밀착한 적응형 전자상거래 에이전트의 필요성이 증대되고 있다. 이와 같은 적응형 전자상거래 에이전트는 사용자의 행위를 모니터하고 자동 분류하여 사용자의 취향을 학습하는 기능을 요하게 되었다. 이러한 기능을 가지는 적응형 전자상거래 에이전트를 구축하기 위해서, 본 논문에서는 사용자 개인의 관심정보와 선호하는 상품에 대한 호감도를 고려한 적응형 전자 상거래 에이전트 시스템을 제안한다. 제안하는 시스템은 사용자의 구매 행위에 적응력을 가질 수 있도록 보다 정확한 사용자 프로파일을 구축하고, 이와 같은 사용자 프로파일을 기반으로 사용자에게 불필요한 검색과정 없이 필요한 상품 정보를 제공 할 수 있도록 한다. 본 시스템에서는 모니터링을 통하여 사용자 의도를 파악하는 모니터 에이전트, 사용자의 행동성향을 학습 한 후 행동 패턴이 유사한 그룹을 참조하는 유사도 참조 에이전트, 사용자의 행위의 변화에 따른 개인화된 행동 DB를 구축할 수 있는 관심 추출 에이전트로 구성하였다.

남성의 화장행동과 화장품 구매에 관한 연구 (A Study on Make-up Behavior and Cosmetics Purchasing Pattern of Male)

  • 이일청;최은미
    • 한국패션뷰티학회지
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    • 제2권2호
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    • pp.34-47
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    • 2004
  • The objective of this study is to investigate the perception of males about make-up and the make-up process, analyze principal factors affecting their decision when purchasing cosmetics and, ultimately, to provide basic data for further survey and research into features of cosmetics and their satisfaction. The subjects of the study a.e male adults living in Jeonju, Iksan and Gunsan cities of Jeonbuk province. Surveyors made direct interviews with the subjects from October 21 to 30, 2003 and collected 174 questionnaires from them, which were subsequently put to the final analysis. The demographic characters of the surveyed showed that 60.9% of them were in the age ranging 30 to 39, 75.3% married, 69.5% undergraduates or graduates, 39.1% self-employed, 25.9% earning more than 3.01 million Won monthly and 43.7% spending less than 10,000 Won a month for cosmetics. Their make-up and purchasing pattern of cosmetics featured that 54.0% of the surveyed use cosmetics for skin care, 54.0% for cleanness and health, 84.5% for foundation(lotion or skin lotion) only, and 60.9% once a day. Out of the surveyed males, 79.3% haven't experienced any adverse side effects after make-up. Of those who experienced, 80.5% named disagreement of cosmetics with skin for the reason. As for kind or symptom of the side effects, 38.8% set forth itching. Among those who had aftermath or intoxication from make-up, 52.8% said they could recover naturally. According to the survey, 57.5% felt somewhat awkward after make-up, but not quite bad though. Thirty-seven point nine percent of the males surveyed replied they cared little about the purpose of male-oriented cosmetics. Quality was raised by 31.0% as the foremost issue to improve. Television turned out to be the main source for 56.9% of the surveyed to get information about cosmetics. For 56.35%, general discount shops are preferred to buy cosmetics and 24.7% of them take ones recommended by salespeople. When buying cosmetics, 47.1% considered color and fragrance most seriously.

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친환경 패션 제품의 객관적.주관적 속성 평가 연구 (A Study on the Evaluation of Environment-friendly Fashion Product Attributes - Focused on the Objective and the Subjective Attributes -)

  • 유지헌;김민경
    • 한국의상디자인학회지
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    • 제14권2호
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    • pp.113-125
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    • 2012
  • This study aims to understand the evaluation of importance, satisfaction and repurchase intention after dividing the attributes of environment-friendly fashion product in details. Out of 400 surveys, 328 were used in the final analysis of this study, with 113 respondents having experience of buying Environment-friendly fashion products. The analysis of this study is done by SPSS 18.0(ver.). Through the literature review, the objective attributes were subdivided into seven factors, including brand, environment-friendly materials, quality, environment-friendliness when using/managing, environment-friendliness when discarding, color/pattern, and environment-friendly design. Though an empirical study, the subjective attributes were subdivided into three factors, including innovation/individuality, practicality, and dignity/popularity. In the analysis results of the importance of the attributes of environment-friendly fashion products, it was shown that it was considered as importance as above average. The effect of the satisfaction of the objective attributes on the repurchase intention was measured. In the results, the regression model was significant while it was understood that the satisfaction of environment-friendly materials, environment-friendliness when discarding, color/pattern and environment-friendly design had positive effect on the repurchase intention. The effect of the satisfaction of the subjective attributes of environment-friendly fashion products on the repurchase intention was measured. In the results, dignity/popularity and innovation/individuality factors had positive effect on the repurchase intention.

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