• 제목/요약/키워드: Online Retail

검색결과 182건 처리시간 0.024초

Credit Risk Evaluations of Online Retail Enterprises Using Support Vector Machines Ensemble: An Empirical Study from China

  • LI, Xin;XIA, Han
    • The Journal of Asian Finance, Economics and Business
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    • 제9권8호
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    • pp.89-97
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    • 2022
  • The e-commerce market faces significant credit risks due to the complexity of the industry and information asymmetries. Therefore, credit risk has started to stymie the growth of e-commerce. However, there is no reliable system for evaluating the creditworthiness of e-commerce companies. Therefore, this paper constructs a credit risk evaluation index system that comprehensively considers the online and offline behavior of online retail enterprises, including 15 indicators that reflect online credit risk and 15 indicators that reflect offline credit risk. This paper establishes an integration method based on a fuzzy integral support vector machine, which takes the factor analysis results of the credit risk evaluation index system of online retail enterprises as the input and the credit risk evaluation results of online retail enterprises as the output. The classification results of each sub-classifier and the importance of each sub-classifier decision to the final decision have been taken into account in this method. Select the sample data of 1500 online retail loan customers from a bank to test the model. The empirical results demonstrate that the proposed method outperforms a single SVM and traditional SVMs aggregation technique via majority voting in terms of classification accuracy, which provides a basis for banks to establish a reliable evaluation system.

Service Quality of Online Grocery Shopping in Korean Local Regions

  • Chung, Ji-Bok;Choi, Byung-Cheon;Cho, Yong-Sang;Chung, Lak-Chae
    • 유통과학연구
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    • 제14권8호
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    • pp.67-75
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    • 2016
  • Purpose - This paper aims to measure the overall satisfaction of online grocery shopping and identify the quality components of online grocery delivery service. Furthermore, we examine the relationship between service quality, customer loyalty, customer satisfaction and intention of repurchase. Research design, data, and methodology - To test hypotheses, data was collected using questionnaires from online grocery shopping customers living in Korean local regions (Daejeon, Cheonan, Sejong). Quantitative research is applied using confirmative factor analysis and multiple linear regressions. Results - On the whole, customers are satisfied with the online grocery shopping. We found that convenience and reliability of grocery delivery service have a positive effect on the customer loyalty and customer satisfaction. Furthermore, we found that customer satisfaction has a mediating effect between convenience, reliability and customer loyalty. However, responsiveness of grocery delivery service does not have a positive effect on the customer loyalty and customer satisfaction. Conclusions - Since the quality of groceries are very sensitive to time and difficult to standardize, we need to analyze the quality components of delivery service unlike other commodities and find relationships with customer satisfaction, customer loyalty and repurchase intention. The results of research will contribute to providing satisfactory service and capturing loyal customers in retail industry.

A Retail Strategy for the Prosperity of the Art Market within Online Distribution Channel

  • Soomin, HAN
    • 유통과학연구
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    • 제21권3호
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    • pp.113-121
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    • 2023
  • Purpose: Online distribution channel alludes to the many different digital channels utilized in marketing and distributing goods and services to end users. The present research aims to explore and provide various retail strategy for the success of the art market within online distribution channel. Research design, data and methodology: The current author has conducted and investigate the qualitative textual methodology to take a look at carefully the current and prior literature dataset to achieve the purpose of the present research so that the present author could obtain total 27 relevant prior studies. Results: According to the comprehensive literature investigation, this research has found that there are six kinds of retail strategy for the prosperity of the art market within online distribution channel as follows: (1) Blockchain Technology, (2) Artificial Intelligence (AI), (3) Virtual Reality (VR), (4) Online Market Places, (5) Social Media, and (6) Regulations. Conclusions: The results of this analysis of the relevant literature show that the art market industry needs to adjust to keep up with the quickly shifting landscape of the digital world. In addition, although these technologies can be helpful in addressing difficulties linked to authenticity and transparency, they cannot eliminate the hazards of fraud and misrepresentation.

대우한국시상령수차대적연구(对于韩国时尚零售借贷的研究) (An Exploratory Study on Fashion Retail Borrowing in Korea)

  • Lee, Mi-Young;Kim, K.P. Johnson
    • 마케팅과학연구
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    • 제20권1호
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    • pp.70-79
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    • 2010
  • 现在已有一些旨在解决韩国不道德消费行为的研究, 然而大部分研究把重心放在购买假冒伪劣产品或者入店行窃上. 服装的高额回报率和曾经的服装回扣被认为是时尚产业的问题领域. 然而, 很少研究者致力于这一问题的解决. 因此, 本研究目的在于, 通过使用一种混合的方法路径来探讨消费者零售借贷的经验. 实验一主要通过小组面谈的方式来探讨韩国消费者零售借贷的经验. 实验二通过在线调查的结果显示服装消费者对于零售借贷行为的态度. 调查结果促进了研究人员和从业人员对于零售借贷行为的理解, 同时也深入洞察了服装零售业中的零售借贷问题. 在研究1中, 我们把在过去一年中有零售借贷行为的人分成七组进行五次集中讨论. 参加了这次讨论的韩国消费者中, 有35个在大城市居住. 大部分消费者都是20来岁(21岁), 且以女性居多(24个). 大部分的参与者从一个零售商处购进一批服装, 然后对旧的衣物不是要求全额退款就是就是要求将旧的衣物更换成新的. 零售借贷行为的动机包括社会需要, 工作需要, 时尚需要和 "智能购物" 的理念. 与其他国家现有的研究的结论相似, 在分析时装商店的零售借贷现象时, 最经常被提到的原因是社会需要. 而消费者的道德价值观, 对大公司的态度, 以往的借贷消费经历, 也被认为是影响消费者的零售借贷行为的可能因素. 在研究2中, 收集数据的问卷是基于第一部分研究的成果和其他现有研究结果设计的. 问卷的问题主要关注消费者的道德信仰, 寻求刺激的倾向, 自我价值, 过去的零售工作经验, 零售贷款的经验, 以及他们的一些群体特征等等. 数据的收集是由首尔一家商业网络研究公司的在线调查小组来完成的. 为了保证样本的多样化和有效性, 该公司设计了这样的抽样配额(男: 女= 1:1, 20岁: 30岁: 40岁= 1:1:1, 零售经验: 没有零售经验= 1:3). 共有401个在前6个月有过购买服装经历的消费者参加了这次网上调查. 结果显示19.7%的受访者都表示他们曾经有过借贷购买时尚商品的经历. 在这些受访者中, 男性借贷人约占57%, 多于女性借贷人. 通过年龄的分布来看, x2 显示在拥有或者没有零售借贷经历的受访人之间存在着统计学上的差异: 有41.8%的受访者是在40岁的时候拥有零售借贷经历, 而那些没有零售借贷经历的受访者大约分布在20岁到40岁之间. 在收入方面, 拥有或者没有零售借贷经历的受访者之间也有很大的不同: 前者较于后者, 收入要高一些. T测试主要是在有或者没有零售借贷经验的受访者之间进行比较, 对比他们的时尚购物行为, 道德信念, 感觉寻求的倾向和对零售借贷行为的态度. 与那些没有借贷经验的受访者相比, 有经验者更趋向于频繁的购买时尚物品或者花费更多的钱用在购买时尚物品上. 有借贷购买经验的顾客往往比无经验者有更高的寻求新奇刺激的倾向. 一份回馈的分析表明对于时尚物品零售借贷购买的态度和顾客的道德信仰呈负相关, 但是与每月购买时尚物品的频率, 对新奇事物感觉趋向的走势以及过去的时尚物品零售借贷的经验呈正相关. 在这些变数之中, 过往的零售借贷经验是最重要的预测因素, 道德信念紧随其后. 本次研究作为初次尝试旨在了解零售借贷行为基础背后的动机和影响这些行为的要素. 这次研究的结果可以使我们对消费者零售借贷行为有更深一步的理解, 并为解决方法提供一个基础, 以帮助减少零售借贷行为和时装零售商店的不适当回扣. 这个结果也可以长期为消费者教育提供资料. 为了更好的理解时尚零售借贷行为, 未来还有更多的研究亟待进行.

Government Support for Entrepreneurship Damage to Small Retail Traders from Large Wholesalers' Online Business Expansion

  • Suh, Geun-Ha;Kim, Mi-Gou;Suh, Chang-Soo
    • 유통과학연구
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    • 제13권12호
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    • pp.13-21
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    • 2015
  • Purpose - The purpose of this research paper is twofold. First, this paper attempts to grasp the damage caused to small and medium-size retail traders from online wholesalers in the field. Second, this paper engages in a psychological characterization of the enterprise spirit and the management of small and medium-size entrepreneurs in the retail trade business that are harmed by online wholesalers. Research design, data, and methodology - Data on three large Korean wholesalers engaged in ongoing litigation during the first half of 2014, including E-Mart Traders E-Club, and regarding applications for business adjustments from three large wholesalers were used. Results - The results show that small and medium-size distribution merchants seek political support for facility modernization, policy-specific funds, development of the distribution of PB products, advanced distribution techniques, joint logistics systems, establishment of distribution and logistics centers, sharing of parking facilities, and joint ordering systems. Conclusions - This study examined the damage to, and the government's support of policy demands from, small retail traders.

Study of Chinese Distribution Market Trends

  • Su, Shuai
    • 유통과학연구
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    • 제11권9호
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    • pp.31-34
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    • 2013
  • Purpose - This paper aims to explain that the Chinese distribution market will continue to bring tremendous business opportunities to commercial enterprises, given the relatively strong economic fundamentals and substantial government-led measures to boost domestic demand. Research design, data, methodology - A survey was conducted on China's retail market data during 2012. By empirically analyzing the data for retail sales of online markets and franchises, we conclude that the online retail market in China will continue to grow. Results - Based on data from 2012, 2013 is expected to be a challenging year for the retail sector, as both external and internal pressure is likely to persist. This paper outlines some major challenges facing retailers in China. Conclusions - The study shows that retailers in the Chinese market will face some major challenges: 1) the Chinese retail market is considerably affected by an uncertain economic outlook 2) an unfair environment of competition exists and 3) product safety is a serious issue. However, in the future, China's retail market will continue to bring tremendous business opportunities to commercial enterprises, given the relatively strong economic fundamentals and substantial government-led measures to boost domestic demand.

A study of Chinese distribution policies and challenges

  • Su, Shuai
    • 산경연구논집
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    • 제4권1호
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    • pp.11-14
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    • 2013
  • Purpose - The objective of this paper is to explain how the Chinese distribution market will continue to bring tremendous business opportunities to commercial enterprises given the relatively strong economic fundamentals and substantial government-led measures for boosting domestic demand. Research design, data, and methodology - The study conducted a survey on China's 2011 retail market data. After empirically analyzing the data on retail sales, online retail markets, and franchises, we believe that online retailing in China will maintain its growth momentum. Results - This study shows that 2012 is expected to be a challenging year for the retail sector, as both external and internal pressures are likely to persist. Some of the major challenges facing retailers in China are mentioned below. Conclusions - Retailers in China face several major challenges. First, the uncertain economic outlook is having a considerable impact on China's retail market. Second, China's retailers face an unfair competition environment. Third, they are suffering the impacts of product safety problems.

온라인 의류 쇼핑 사이트의 제품 사이즈 정보 실태 분석 - 여성용 바지를 중심으로 - (Sizing Communications on Online Apparel Retail Websites - Focusing on Ready-to-Wear Women's Pants -)

  • 이아람;김희은
    • 한국의류산업학회지
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    • 제24권1호
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    • pp.117-126
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    • 2022
  • This study aims to analyze the sizing information of women's ready-to-wear pants as indicated on online retail websites and to suggest better sizing communication that can assist customers in making successful apparel size selections. We gathered size specifications and size reference information for basic straight pants from 34 online apparel retail websites. Although the Korean standard recommends labeling the body dimension-based sizing code and specification, most websites preferred to use various types of sizing codes. Body measurements were only used by a few websites, and garment dimension descriptions were the most common method to indicate product size. Many websites provided size reference information through customer review boards and fit model images, however, there was insufficient body size information to allow customers to infer the fit of their body type. When using the size guidance tools, the major data input points were stature and weight measurements. However, the waist measurements of pants sizes guided only by stature and weight values revealed inconsistent ease allowance for corresponding body size populations, especially in the overweight group. Based on our findings, we propose a more effective method of communicating the size information of pants online. We expect that this will contribute to the efficiency of online apparel product display and build a better shopping environment that satisfies both sellers and consumers.

오프라인 상점의 개인화 (Personalization of Brick-and-Mortar Retail Stores)

  • 김찬영;조윤호
    • 지능정보연구
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    • 제14권4호
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    • pp.117-134
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    • 2008
  • 온라인 시장의 매출 성장률은 오프라인 시장을 크게 앞지르고 있으며 그 원인은 상점의 개인화를 통한 쇼핑 시간 절약, 상대적 편이성으로 알려져 있다. 온라인 상점의 개인화는 인터넷, 웹 테크놀로지가 제공하는 고객 쇼핑 행태에 관한 다양하고 상세한 고객의 쇼핑 데이터의 사용으로 가능하다. 과거에는 오프라인 상점에게 이와 같은 데이터가 제공될 수 없었으나, 최근 확산되고 있는 RFID 기술은 오프라인 상점에게 상점의 개인화라는 새로운 기회와 가능성을 제공한다. 본 논문에서는 오프라인 상점이 온라인 상점과의 상대적 경쟁력 향상을 위하여 그들 상점의 개인화에 사용할 수 있는 BRIMPS(BRIck-and-Mortar Personalization System) 시스템을 제안한다.

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한국과 중국의 온라인 비주얼 머천다이징 실행에 관한 비교분석 연구 (A Study of Comparison Analysis on Online Visual Merchandising Practices between Korea and China)

  • 박현희;이금;전중옥
    • 한국의류학회지
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    • 제33권6호
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    • pp.916-928
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    • 2009
  • 본 연구는 현재 한국과 중국의 온라인 어패럴 리테일러들이 실시하고 있는 온라인 비주얼 머천다이징 실행의 차이를 분석하기 위해 실시되었다. 매출액에 근거하여 40개의 웹사이트를 선정한 후, 40개 웹사이트마다 5개씩의 리테일 스토어가 선정되었다. 내용분석방법과 카이-스퀘어 검증을 통하여 총 200개의 온라인 리테일 스토어가 분석되었다. 그 결과, 편이성, 제품실재감, 제품정보성, 서비스, 흥미성, 참여성, 심미성, 그리고 적합성의 8가지 온라인 비주얼 머천다이징 요인이 추출되었다. 각 요인별로 한국과 중국의 어패럴 리테일 스토어의 온라인 비주얼 머천다이징 실행 현황을 살펴본 결과, 8개 요인 모두에서 유의한 차이가 있는 것으로 나타났다. 본 연구는 한국과 중국의 온라인 비주얼 머천다이징 현황분석을 통해 온라인 비주얼 머천다이징이 구체적으로 어떠한 항목과 요인으로 구성되어 있으며, 한국과 중국의 온라인 비주얼 머천다이징 실행에서 이러한 항목과 요인들이 어떻게 다르게 사용되는지에 대한 이해를 제공하는데 그 의의가 있다.