• 제목/요약/키워드: online shopping malls

검색결과 270건 처리시간 0.021초

프로세스 마이닝을 이용한 쇼핑몰 웹로그 데이터 분석 (Analyzing the weblog data of a shopping mall using process mining)

  • 김채영;용혜련;황현석
    • 한국산학기술학회논문지
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    • 제21권11호
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    • pp.777-787
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    • 2020
  • 인터넷의 발전과 모바일 기기 보급의 확산으로 온라인 시장이 급속하게 성장하였다. 특히 쇼핑몰 이용이 폭발적으로 증가함에 따라 데이터를 활용한 이용자 행태 분석, 개인화된 상품 추천 및 서비스 개발 등의 연구가 이루어지고 있다. 이에 본 논문은 프로세스 마이닝을 통해 온라인 쇼핑몰의 전반적인 프로세스를 분석하고, 사용자의 구매에 영향을 미치는 요소를 파악하고자 하였다. 분석에는 대형 온라인 쇼핑몰인 모 기업의 데이터를 사용하였으며 분석 도구로는 R을 활용하였다. 분석 결과 파격세일, 월경품행사와 같은 이벤트 요소를 가진 카테고리에서의 고객 활동이 가장 두드러졌다. 이에 반해 검색, 로그인, 캠페인 액티비티는 중요도에 비해 적절한 활동이 이루어지지 않은 것으로 나타났다. 해당 액티비티는 고객의 정보와 니즈를 파악할 수 있는 단서가 될 수 있어 매우 중요하다. 따라서 연관검색어 추천의 정교화, 로그인 시 제공되는 쿠폰 등의 액티비티 관리가 필요하다고 사료된다. 본 논문에서는 앞서 논의된 내용 이외에도 쇼핑몰의 경쟁력 제고 및 이윤 증대를 위한 다양한 비즈니스 전략을 제안한다.

의류제품의 E-충성도 형성 과정과 소비자만족 (E-loyalty formation process and satisfaction for apparel products)

  • 박은주;김세희
    • 한국생활과학회지
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    • 제21권6호
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    • pp.1185-1198
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    • 2012
  • The purposes of this study were to investigate the relationships between e-loyalty formation process and satisfaction for apparel products by testing the research model developing upon prior researches, and to analyze the differences of the structural model between two groups (high satisfaction group and low satisfaction group). A total of 356 respondents participated through a convenience sampling at universities in Busan. Data were analyzed by a structural equation model analysis. The results were as followings: First, for the structural model, the attributes of shopping malls (e.g., e-store attributes and product attributes) affected consumer satisfaction which influenced the e-loyalty of shopping malls, mediated by value perception. Second, high-satisfaction group evaluated more importantly the attributes of shopping malls, higher perceived the value of products and web sites, more satisfied the mall, and had greater loyalty of online shopping malls than low-satisfaction group. Third, there were significant differences between high-satisfaction group and low-satisfaction group in the e-loyalty model for apparels. Specifically, for high-satisfaction group, the e-store attributes were more likely to influence the value perception of products and web sites than low-satisfaction group, while low-satisfaction group was the higher perceived the value of products, the more they satisfied and then the greater e-loyalty respectively. According to the findings, the implications and future suggestions related to e-loyalty of shopping malls for apparels are provided.

의복쇼핑성향에 따른 온라인 구전 정보탐색행동에 관한 연구 (A study on online WOM search behavior based on shopping orientation)

  • 이안지;이영주
    • 한국의상디자인학회지
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    • 제20권4호
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    • pp.57-71
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    • 2018
  • Since consumers have become more comfortable with providing and receiving information online, 'online word of mouth' has been gaining consideration as one of the major information sources. Also, the shopping orientation of consumers has been proven to be an important determinant of consumer behavior. Therefore, the study investigated the differences in online WOM behavior based on shopping orientation. Hedonic, loyal, and syntonic styles were the types of shopping orientation considered, and the study focused on information retrieval tendencies, the motivation of online WOM search, searching online WOM sources, and the contents for the online WOM behavior. The research conducted an off-line survey targeting females in their twenties. The total number of data sets used in the empirical study was 125, and these were analyzed by SPSS 20.0: factors analysis, Cronbach's ${\alpha}$, k-means cluster, ANOVA, Duncan's multiple range test, Kruskal-Wallis, Mann-Whitney, and Bonferroni correction. The participants were divided into 3 kinds of shopping orientation groups named 'trend-pursuit', 'passive', and 'loyal'. As a result, there were significant differences in online WOM behavior discovered between the groups. Firstly, the 'trend-pursuit' group had the highest number of ongoing searches while the 'loyal' group had the highest number of pre-purchase search. Secondly, the 'trend-pursuit' and 'loyal' groups both had the motivations of online WOM search, hedonic and utility, whereas the 'passive' group had the lowest motivations for both motivations. Thirdly, the 'loyal' group frequently referred to reviews on shopping malls as online WOM sources. The research provided a better understanding of the online WOM behavior of present consumers and suggests that fashion related corporations map out marketing strategies with the understanding of these behaviors.

An Expanded Website Quality Model in Online Shopping Malls for Developing Satisfaction and Loyalty: The Moderating Effect of Gender

  • Sang Min KIM;Tian JIAQI;Yong-Ki LEE
    • 유통과학연구
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    • 제22권5호
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    • pp.93-104
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    • 2024
  • Purpose: This study used the SORmodel (or cue utilization theory) to examine the impact of expanded quality factorsincluding product quality on customer satisfaction, attitude, and behavioral loyalty. This study examined the moderating effect of gender on the customer satisfaction-attitudinal and behavioral loyalty relationship. Research design, data, and methodology: 364 respondents were collected through an online survey and analyzed using the SmartPLS 4.0 program. Results: The findings show that product quality, along with system quality and service quality, are key determinants of customer satisfaction. In addition, this study shows that the relationship between customer satisfaction and attitudinal loyalty (repurchase and word-of-mouth intention) does not differ depending on gender, but the relationship between customer satisfaction and behavioral loyalty (share-of-visit and share-of-wallet) is stronger for women than for men. Conclusions: This research integrates concepts from environmental psychology and marketing focusing on website quality (information, system, service, and product), as well as satisfaction, attitudinal and behavioral loyalty. Online shopping mall practitioners must systematically analyze and assess the quality of online shopping, a pivotal factor driving customer satisfaction, attitude, and behavioral loyalty. Acknowledging the influence of gender on consumers' online purchasing behavior can aid online retailers in devising tailored e-commerce marketing strategies aimed at attracting and retaining customers.

인터넷쇼핑몰의 의류상품정보 제시방법에따른 쇼핑가치와 만족 (Shopping Value and Satisfaction by Presentation Formats of Apparel Products -Information on Internet Shopping Malls)

  • 유은영;이유리
    • 한국의류학회지
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    • 제34권1호
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    • pp.14-26
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    • 2010
  • This study investigates the effectiveness of fashion coordination presentation formats when people buy apparel products online. This study conducted an online survey with 595 females who shopped online at the simulated website by a single apparel plan picture (n=189), coordination plane picture (n=187), and 3-D coordination image (n=216). For data analysis, factor analysis, Cronbach's alpha, MANCOVA, ANOVA, Duncan test, correlation analysis, and chi-square are used. The results of this study are: First, the hedonic shopping value was significantly the highest when respondents shopped at a 3-D coordination image shopping mall, the next highest-scored presentation type was the coordination plane picture, and the case of presenting only the single apparel picture was significantly the lowest. The utilitarian shopping value and information shopping value were higher in the coordination plane picture and the 3-D coordination image shopping mall than the single apparel picture. Second, transactions satisfaction was high when respondents shopped at a 3-D coordination image, coordination plane image, and single apparel image in decreasing order.

온라인쇼핑몰에서 구매의도에 미치는 영향: 가치창조요소 중심으로 (Effect on Purchase Intention in Online Shopping Malls: Focusing on Value Creation Factors)

  • 좌인열;박광호
    • 산업경영시스템학회지
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    • 제45권2호
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    • pp.56-64
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    • 2022
  • Many studies have suggested that e-commerce value creation potential depends on four interdependent factors Lock-In, Complementarity, Efficiency, and Novelty. In order to survive in the recent fierce competition, companies have also secured e-Trust that strengthens long-term business relationships by reducing consumer uncertainty. This study, while analyzing the value creation factors (Lock-in, Complementarity, Efficiency, Novelty, e-Trust) of recent e-commerce (online shopping mall) companies from the point of view of purchase intention, customer value (Functional value, Emotional value, Social value) We present an academic proposition that can also examine the mediating effect of value). First, through previous studies on value-based strategy and value creation in e-commerce, various discussions on the theoretical background necessary for effective value-based strategy establishment and strategy execution of e-commerce (online shopping mall) companies were reviewed. Second, it provides academic discussion and practical implications by presenting academic propositions on the value creation factors of e-commerce (online shopping mall) companies, purchase intentions, and customer value, and confirming the basis through empirical analysis.

거래가격 결정을 위한 에이전트의 의사결정규칙에 대한 연구 (Decision Rules of Intelligent Agents for Purchase Pricing Decision)

  • 주석진
    • 한국정보시스템학회지:정보시스템연구
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    • 제14권2호
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    • pp.55-74
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    • 2005
  • In order to purchase a product cheaper, a lot of customers have been trying to search one or more marketplaces. Ever since the commercial use of the Internet, several types of marketplaces have been operating successfully on the Internet. Some of them are online shopping malls, auction markets, and group-buying markets. They have the price settlement mechanisms of their own. Online shopping malls where many stores are located support a customer to purchase the product that matches his/her requests such as price, function, design, and so forth. In online auction market, a customer can buy the product by making bids sequentially and competitively until a final price is reached. In online group-buying market, a customer can purchase the product by aggregating the orders from several buyers so that cheaper prices can be negotiated. The cheaper customers could purchase the same product item, the more satisfied they would be. However, it is very difficult for the customer to determine the marketplace to purchase, considering different kinds of marketplaces at the same time. Even though the purchasing price is cheapest in one marketplace, it is very difficult for customers to convince it the cheapest for all marketplaces. Therefore, rules and methods have been developed for purchase decision making in multiple marketplaces to reach the optimal purchase decision as a whole. They can maximize customer's utility and resolve the conflicts with other marketplaces through multi-agent negotiation.

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온라인 쇼핑몰의 사용 의도에 영향을 미치는 선행변수에 관한 통합연구: 기술수용모델(TAM)2의 확장 모델 (An Integrated Study concerning Antecedent Variables affecting the intention-to-use of on-line shopping malls: An Extended Model of TAM2)

  • 박관희
    • 한국정보시스템학회지:정보시스템연구
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    • 제15권4호
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    • pp.55-72
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    • 2006
  • The total market capacities of our domestic on-line shopping malls had reached over one billion wons in 2005. They are also estimated to reach 1.8 billion wons in 2008. In order to reveal some relationships between six antecedent variables and intention-to-use of online shooing malls, this study has extended the original TAM2 model using these variables obtained from (1) perceived usefulness and perceived ease of use from TAM2 model, (2) compatibility from IDT theory, (3) perceived enjoyment from Flow theory, and (4) others (perceived risk and self efficacy). Two statistical packages such as SPSS 12.0 and Lirel 8.70 were used for data analyses. Among these seven proposed hypotheses, six hypotheses were accepted while one hypothesis regarding perceived risk was rejected. As perceived risk hypothesis concerning the intention-to-use was rejected, the perceived risk did not show the support of the intention-to-use.

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A Study on Consumer Purchase Deferral Characteristics and Influencing Factors for Internet Clothing Shopping

  • Ji, Hye-Kyung
    • 한국의류학회지
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    • 제35권6호
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    • pp.621-634
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    • 2011
  • This study analyzed the influencing factors on consumer purchase deferrals for internet clothing shopping. In addition, based on consumer demographics, it compared the differences of purchase deferrals with respect to clothing items, prices, and types of shopping malls. For an empirical study, 405 questionnaires were answered by respondents in their 20s and 30s with internet clothing purchase deferral experience. Data were analyzed using: SPSS for Windows 12.0 and descriptive statistics, reliability analysis, factor analysis, $X^2$-test, and regression analysis. The results of this study were as follows. First, the order of items with many purchase deferrals in internet clothing shopping were casual T-shirt>casual skirts>pants, one-piece>suits>sportswear>blouse/shirts and 58.3% of purchase deferrals happened when the price was below \50,000. Second, the significant differences in products, prices, and shopping malls for purchase deferrals were identified according to consumer demographics. There were significant differences in clothing items according to gender, age, marriage, and education; however, there were significant differences only according to gender in terms of price. There were significant differences according to gender, age, marriage, education, and income in terms of the used shopping malls. Third, for the analysis of the influence of diverse factors that can affect purchase deferrals for internet clothing shopping, the more information search, purchase deferral habits, perceived risks, and deficiency in shopping mall supply conditions were when higher purchase deferrals occurred. For a strong competitive online market, this study can help internet clothing shopping mall entrepreneurs manage products and customers by analyzing the lists of purchase deferrals indicated in "cart" and by administrating the influential factors for purchase deferral.

중소 인터넷 쇼핑몰을 위한 판매자 재고관리 시스템 설계 및 구현 (The Design and Implementation of a Vendor Managed Inventory System for Smaller Online Shopping Malls)

  • 최오훈;임정은;나홍석;백두권
    • 디지털콘텐츠학회 논문지
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    • 제9권2호
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    • pp.295-303
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    • 2008
  • 인터넷을 통한 전자상거래가 보편화됨에 따라 다품종, 소량 생산품을 취급하는 중소 인터넷 쇼핑몰의 수가 증대되었다. 중소 인터넷 쇼핑몰은 그 특성상 다수의 재고물량을 확보할 수 있는 공간이 부족하다. 따라서 전통적인 재고 관리 방법으로 고객의 요구에 즉각적으로 반응하기 어렵다. 본 논문에서는 판매자의 판매량에 따라 공급업체가 재고량을 조절할 수 있는 VMI를 인터넷 쇼핑몰에 도입한 SOHO-VMI를 제안한다. 제안된 SOHO-VMI는 다수의 공급업자 및 판매자와 상호작용 할 수 있는 M $\times$ N 구조를 지원한다. 그리고 기존 시스템에서 사용하는 EDI 문서와 상호작용을 위해 XML/EDI를 사용하도록 제안하였다. 또한, 판매자의 물품 판매 정보 및 계절적 요인을 고려하여, 공급업체에서 물품생산량 및 유통량을 조절 할 수 있는 물류 통계 예측 알고리즘을 제안하였다.

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