• 제목/요약/키워드: E-commerce Retail

검색결과 43건 처리시간 0.026초

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.

중국 전자상거래의 문제점과 해결방안 (The Solutions of Problems in E-Commerce in China)

  • 최석범;이영찬
    • 통상정보연구
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    • 제8권2호
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    • pp.187-210
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    • 2006
  • China continues to experience an expansion of its e-Commerce industry. This is true both for B2C and for B2B sectors. B2C websites are created by various players. B2C E-commerce is divided into three categories in China: online direct sale, online retail, and online booking services. Online retail remains the major form of B2C business, and online booking services and online direct sale also maintained rapid growth. The rapid growth of B2C E-commerce in China was due to three factors. Firstly, the number of Internet users is increasing, which expands E-commerce user base. Secondly, users' acceptance and recognition of E-commerce are gradually increasing. Lastly, improvement on payment, logistics and credit also provides a better and better industrial environment for B2C e-commerce. The B2C sector has seen a low transaction volume in spite of its large number of websites. The B2B sectors has seen a higher transaction volume and more stable growth than the B2C sector. There is a wide range of the total market size estimated by different sources. China's C2C market witnessed rapid growth in 2005, the market growth may slow down in 2006 and 2007, due to heavy market competition, challenges to the business model and slow corporate user growth. But there is the bottlenecks in E-commerce in China. The purpose of this paper is contribute to development E-commerce in China by finding the solutions of the bottlenecks in E-commerce in China.

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패션상품 해외직접구매 협력서비스 만족에서 해외유통브랜드 친숙도와 국내 이커머스기업 신뢰성의 역할 - 아마존 글로벌 스토어를 중심으로 - (The Role of Global Brand Familiarity and Domestic E-Commerce Corporate Credibility in the Satisfaction of Cross-Border Shopping Cooperation Service of Fashion Product - Focusing on Amazon Global Store -)

  • 이완기;이규혜
    • 한국의류산업학회지
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    • 제24권3호
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    • pp.289-302
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    • 2022
  • This study aimed to provide information to establish a service strategy in cross-border e-commerce through an assessment of consumer satisfaction with a cross-border shopping channel and "amazon global store" managed by 11street, a domestic e-commerce corporation. The influence of brand familiarity with amazon as a global retail brand was tested. The mediating roles of the perceived value and risk of both cross-border shopping and amazon global store were investigated; the moderating role of the domestic e-commerce corporation was also studied. An empirical study was conducted on consumers who had experience using the amazon global store managed by 11street. To verify the hypothesis, data from 200 people was analyzed using PROCESS macro 4.0. The results indicated that familiarity with global brands did not have a direct effect on consumer satisfaction; the effect of global retail brand familiarity on consumer satisfaction was mediated only by the perceived value of cross-border shopping and amazon global store, not by the perceived risks. E-commerce corporate credibility showed a moderated mediation effect by mediating functional values of the amazon global store. For consumer groups with a credibility level of medium and above, the interaction effect of brand familiarity and corporate credibility was significant.

우리나라 소매업태 간의 경영성과에 관한 비교 연구 - 무점포통신판매업의 성장을 중심으로 - (A Comparative Study on the Performance of Retailers in Korea: Focus on the Growth of Non-­store e-­commerce Business)

  • 구경모
    • 한국항만경제학회지
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    • 제35권1호
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    • pp.39-56
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    • 2019
  • 본 연구에서는 우리나라 소매업태의 경영성과에 대한 문제를 다룬다. TV홈쇼핑과 온라인쇼핑을 대표적 사업으로 구성된 무점포통신판매 업태는 2000년대 10년 동안 매우 빠르게 성장하였다. 2010년대의 대략 6년 동안은 온라인쇼핑 사업 모델의 다양화와 경쟁심화 그리고 오프라인쇼핑 소매업의 진입에 의한 경쟁의 확산이 가속화 되었다. 이 같은 2001~2016년의 분석기간 동안에 무점포통신판매업은 오프라인쇼핑 소매업의 비교 업태(백화점, 종합소매업, 일반소매업)보다도 높은 경영성과를 보여주었음을 통계적으로 검정하였다. 성장성과 활동성의 일부 경영성과 지표의 유의미한 차이는 소매업태의 자본구조와 운영구조에 의해 예상되는 점이라고 볼 수 있었다. 특히 무점포통신판매업의 업태를 구성하는 사업체는 다양한 판매 매체와 이질적 사업 모델을 가진다는 점에서 영업이익률과 재고회전율의 지표에 대한 연구 결과의 의미와 향후 경영성과 관리에 대한 추가적 논의 점을 제시하였다.

The Strategy and Countermeasures of E-Commerce Development for Chinese Retailing Enterprises

  • Ju, Chunhua
    • 통상정보연구
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    • 제6권3호
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    • pp.3-18
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    • 2004
  • Chinese retailing enterprises have been facing a tough competition from foreign retail giants since China entered WTO. They must change their traditional ways of doing business and adopt new information technologies and electronic commerce in order to survive. This paper analyzes the current situation and the problems in Chinese retailing enterprises, including the cultural, the social, the technological and the environmental aspects. It gives strategies, tactics and countermeasures of E-Commerce development for Chinese retailing enterprises.

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전자상거래가 농업경영 행태에 미치는 영향 (Impacts of E-commerce on the Farmer's Management Behavior)

  • 권용대;김관후
    • 농업과학연구
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    • 제32권1호
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    • pp.95-106
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    • 2005
  • This study was focused on analyzing the impacts of e-commerce on the farmer's management behavior and suggesting alternatives for the development of e-commerce in agricultural industry. For this study, survey was conducted for 24 farmers who sell agricultural products through e-commerce in Chungnam province. The results of study are as follows; First, farmers have changed their management practices in terms of production, marketing and processing by using the information of consumers' preferences while doing e-commerce business. Second, farmers have attempted to differentiate their product through product brand and customer relationship marketing, because they recognized the importance of developing marketing techniques adapted to e-commerce system for more revenues. Third, if quality certification system of agricultural products is introduced under e-commerce, farmers would use it for their environmentally sounded farming because they expect to increase their income. Fourth, 75% of the farmers sold their product at retail price. It means that e-commerce farmers act as a price maker rather than price taker at e-commerce market, who will be encouraged to have larger business size resulting in more added value. Based on the results of study, we suggest that there should be reduction of service charge for credit card, and encouragement of B2B transaction for the economy of scale and introduction of quality certification system so as to establish e-commerce system of agricultural industry as soon as possible.

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Design of Evaluation Index System for Information Experience based on B2C e-Commerce Bigdata and Artificial Intelligence

  • KANG, Jangmook;HU, Haibo;CHEN, Yinghui;LEE, Sangwon
    • International journal of advanced smart convergence
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    • 제8권4호
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    • pp.1-8
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    • 2019
  • The online retail market continues to grow, especially in China, as e-commerce has developed rapidly in recent years in many countries. Meanwhile, the development and use of new network information technology provides consumers with various contact and experience environments for online shopping. Based on the theory of media weakness, the study began to focus consumer experience on the nature of commercial transactions. The study proposed and designed an initial measure of the consumer information evaluation index, which combines previous findings with implications. Finally, the five-dimensional B2C system was established to evaluate consumers' information experience providing information display, information interaction, information support and information personalization. We researched on evaluation index system for information experience of B2C e-commerce consumers based on samples of Chinese consumers.

전자상거래 생방송에서 IWOM 전보와 구전 의도의 영향: 제품 관여도의 조절 역할 (The Influence of IWOM Information on WOM Intention in E-commerce Live Broadcast: The Moderating Role of Product Involvement)

  • 추장운;왕서일;김치용
    • 한국멀티미디어학회논문지
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    • 제25권5호
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    • pp.721-729
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    • 2022
  • The pandemic of COVID-19 has led "E-commerce+ Live streaming", the new form of retail business, development rapidly. And more and more consumers choose to buy commodities in E-commerce live streaming. According to the related investigation at home and abroad, the purchase intention and WOM intention are two important measuring factors of the effect of the direct transmission of e-commerce. In previous research, the author proved that IWOM has become an important reference for consumers to make online purchases. In this study, the author mainly focus on the impact of online WOM on consumer intention. Based on the Involvement Theory, this paper proposes a model of the influence of IWOM on WOM intention in e-commerce live broadcast which is adjusted by the product involvement degree. The results show that the characteristics of anchor, the quantity and quality of IWOM, the prescription of IWOM, the difference of IWOM and the intention of WOM are positively regulated by the product involvement. However, product involvement did not play a moderating role between relationship strength and WOM intention.

한·중 FTA 전자상거래 협정의 주요쟁점과 활용과제 (Legal Issues and Policy Implications of Electronic Commerce Chapters of the Korea·China FTA)

  • 권순국
    • 디지털융복합연구
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    • 제13권10호
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    • pp.9-17
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    • 2015
  • 중국은 세계에서 가장 큰 전자상거래 시장으로서 중국 온라인 소매시장은 미국보다 약 40% 크며, 양국은 전세계 전자상거래 시장의 55% 이상을 차지하고 있다. 한 중 FTA는 한중 양국의 상품, 서비스의 전자상거래 확대와 국가간 전자상거래 활동을 촉진시킬 것이다. 한국산 소비재는 기술과 품질 측면에서 중국시장에서 경쟁우위를 가지고 있기 때문에 FTA 혜택을 향유할 수 있다. 본 연구는 한 중 FTA 전자상거래 협정문의 주요쟁점을 검토하고 이를 바탕으로 한국 상품의 전자상거래 수출확대를 위한 활용과제에 대해 문헌연구를 중심으로 살펴보았다. 이러한 연구결과를 바탕으로 다음과 같은 시사점을 제시하고자 한다. 한국 상품의 전자상거래 수출확대를 위해서는 한 중 FTA 전자상거래 협정의 후속협상에 대한 준비와 전자적 전송물의 분류에 대한 대비를 하여야 한다. 그리고 전자인증과 전자서명에 있어 양국의 상호인정이 필요하며, 전자상거래 분쟁해결을 위한 제도의 마련과 한국 상품의 전자상거래 수출확대를 위한 전략의 수립 등이 필요하다.

Data Science and Machine Learning Approach to Improve E-Commerce Sales Performance on Social Web

  • Hussain Saleem;Khalid Bin Muhammad;Altaf H. Nizamani;Samina Saleem;M. Khawaja Shaiq Uddin;Syed Habib-ur-Rehman;Amin Lalani;Ali Muhammad Aslam
    • International Journal of Computer Science & Network Security
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    • 제23권8호
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    • pp.137-145
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    • 2023
  • E-Commerce is a buzzword well known for electronic commerce activities including but not limited to the online shopping, digital payment transactions, and B2B online trading. In today's digital age, e-commerce has been playing a very important and vital role in areas such as retail shopping, sales automation, supply chain management, marketing and advertisement, and payment services. With a huge amount of data been collected from various e-commerce services available, there are multiple opportunities to use that data to analyze graphs and trends. Strategize profitable activities, and forecast future trade. This paper explains a contemporary approach for collecting key data metrics and implementing cost-effective automation that will support in improving conversion rates and sales performance of the e-commerce websites resulting in increased profitability.