• Title/Summary/Keyword: Online Sales Strategy

검색결과 72건 처리시간 0.027초

Online Shopping Research Trend Analysis Using BERTopic and LDA

  • Yoon-Hwang, JU;Woo-Ryeong, YANG;Hoe-Chang, YANG
    • 융합경영연구
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    • 제11권1호
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    • pp.21-30
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    • 2023
  • Purpose: As one of the ongoing studies on the distribution industry, the purpose of this study is to identify the research trends on online shopping so far to propose not only the development of online shopping companies but also the possibility of coexistence between online and offline retailers and the development of the distribution industry. Research design, data and methodology: In this study, the English abstracts of 645 papers on online shopping registered in scienceON were obtained. For the analysis through BERTopic and LDA using Python 3.7 and identifying which topics were interesting to researchers. Results: As a result of word frequency analysis and co-occurrence analysis, it was found that studies related to online shopping were frequently conducted on factors such as products, services, and shopping malls. As a result of BERTopic, five topics such as 'service quality' and 'sales strategy' were derived, and as a result of LDA, three topics including 'purchase experience' were derived. It was confirmed that 'Customer Recommendation' and 'Fashion Mall' showed relatively high interest, and 'Sales Strategy' showed relatively low interest. Conclusions: It was suggested that more diverse studies related to the online shopping mall platform, sales content, and usage influencing factors are needed to develop the online shopping industry.

온라인상의 기업 및 소비자 텍스트 분석과 이를 활용한 온라인 매출 증진 전략 (Linking Findings from Text Analyses to Online Sales Strategies)

  • 김지연;조우용;최정혜;정예림
    • 한국경영과학회지
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    • 제41권2호
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    • pp.81-100
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    • 2016
  • Much effort has been exerted to analyze online texts and understand how empirical results can help improve sales performance. In this research, we aim to extend this stream of research by decomposing online texts based on text sources, namely, companies and consumers. To be specific, we investigate how online texts driven by companies differ from those generated by consumers, and the extent to which both types of online texts have different effects on online sales. We obtained sales data from one of the biggest game publishers and merged them with online texts provided by companies using news articles and those created by consumers in user communities. The empirical analyses yield the following findings. Word visualization and topic analyses show that firms and consumers generate different contexts. Specifically, companies spread word to promote their own events whereas consumers produce online words to share winning strategies. Moreover, online sales are influenced by consumer-generated community topics whereas firm-driven topics in news articles have little to no effect. These findings suggest that companies should focus more on online texts generated by consumers rather than spreading their own words. Moreover, online sales strategies should take advantage of specific topics that have been proven to increase online sales. In particular, these findings give startup companies and small business owners in variety of industries the advantage when they use the online channel for distribution and as a marketing platform.

Sellers' Economic Incentives to Disclose Negative Information in Online Markets

  • HUH, Seung
    • 융합경영연구
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    • 제9권2호
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    • pp.33-43
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    • 2021
  • Purpose: This study aims to verify sellers' economic incentives for voluntarily disclosing negative information in online markets and provide practical guidelines to online sellers in terms of whether, when, and how sharing low quality to buyers increase sales. Research design, data and methodology: Our model examines the number of bidders in Internet auctions to measure potential demand and uses count data analysis following previous studies that have also analyzed the number of bidders in auctions. After checking over-dispersion and zero-inflation in our data, we have run a Poisson regression to analyze the effect of sharing negative information on sales. Results: This study presents a counterintuitive result that low-quality sellers can increase their demand by fully disclosing negative information in an online market, if appropriate risk-reducing methods are employed. Our finding thus shows that there exists economic incentive for online sellers to voluntarily disclose negative information about their products, and that the context of transactions may affect this incentive structure as the incentive varies across product categories. Conclusions: As the positive impact of disclosing negative information has rarely been studied so far, this paper contributes to the literature by providing a unique empirical analysis on the impact of sellers' honesty on sales. By verifying economic incentives of disclosing low quality with actual online sales data, this study suggests practical implications on information disclosure strategy to many online sellers dealing with negative information.

온라인 리뷰 유용성과 상품매출에 영향을 주는 요인 : 중국 온라인 쇼핑 플랫폼 데이터를 기반으로 (Research on the Influencing Factors of the Usefulness of the Online Review and Products Sales : Based on Chinese Online Shopping Platform Data)

  • 황침;권영진;이상용
    • Journal of Information Technology Applications and Management
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    • 제25권2호
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    • pp.53-72
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    • 2018
  • This empirical study explored characteristics that affect the usefulness of online reviews, in the China e-commerce platform, and implemented multiple regressions to find factors that significantly influence on product sales, ultimately. Till now, prior studies have continuously revealed what factor affects usefulness of online review or product sales, only in respective terms. The point of our study is that we built two-level regression models, thereby being able to comprehensively analyze these two different targets. Before plunging into running regressions, we carefully collected 192,764 online review data for 200 products extracted from the Jingdong, the second biggest e-commerce platform in China. Also, we gathered "review sentimental scores" variable from each review and used that one as a core variable in our regression model, thus we were able to implement both quantitative and qualitative research. The evidences from the two-level regression models showed that the extent to which a product is experience good positively affects both usefulness of a review and product sales, again the usefulness of a review contributes to product sales in sequence. Also, the property of experience good has interaction effect on both for two-level regression models. Our main findings highlight the importance of role of online review to business performance of e-commerce firms.

일일 품목 집중화를 통한 인터넷 마케팅 서비스 확대전략 연구 (Internet Marketing Service Expansion Strategy through Focusing on One-Day Products)

  • 신성윤;서진형;이현창
    • 디지털융복합연구
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    • 제10권7호
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    • pp.85-92
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    • 2012
  • IT 장비의 발전에 따라 온라인 쇼핑도 데스크 톱 환경에서 스마트폰에 이르기까지 다양한 형태로 이루어지고 있으며, 판매 품목도 다양하게 진행되고 있다. 뿐만 아니라, 판매 형식도 하루에 한 종목만을 판매하는 형태 등 오프라인에서 볼 수 없는 형태의 온라인 판매 형식이 다양하게 나타나고 있다. 이러한 판매 형태에서도 경쟁은 매우 심화되고 있으며, 이들 가운데에서도 차별화된 특징이 경쟁력을 도모할 수 있게 되었다. 이에 본 연구에서는 하루 한 종류의 상품만을 온라인 마케팅에 활용하여 일일 상품에 대한 기대치를 높임으로서 매출 향상을 목적으로 기획 및 구현된 사이트 개발을 목표로 하고 있다. 이를 위해서 기존 상업 사이트들에 대해 일일 상품 사이트 기획들에 대한 분석을 기반으로 평소 관심을 갖지 않던 품목에 대한 관심을 증대시킬 수 있으며, 고객들이 사이트 방문 시 마케팅 기획과 정보 배치를 중심으로 강조된 사이트를 구축하였다. 이를 통해 특정 품목에 대한 일부 고객층 대상으로 일일 품목 홍보 효과 증대와 매출 증대를 도모할 수 있을 것으로 기대된다.

Distributing Goods and Information Flow: Factors Influencing Online Purchasing Behavior of Indonesian Consumers

  • MAIDIANA, Karilla;HIDAYAT, Z.
    • 유통과학연구
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    • 제19권7호
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    • pp.5-17
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    • 2021
  • Purpose: The distribution of goods and the flow of information, determined by consumer behavior toward online shopping, is drastically popular worldwide. This study examines some factors such as brand trust, online sales promotion, consumer personality, delivery service, quality assurance, information search, and online consumer satisfaction influence online shopping behavior. Research design, data, and methodology: A constructed questionnaire in an online survey was conducted with 241 random cluster respondents in the greater Jakarta Area. Structure equation model was utilized to analyze and verify all the data. Results: Research finding indicates online sales promotion, delivery service, quality assurance, and online consumer satisfaction positively influence information search. Meanwhile, brand trust, quality assurance, and information search positively influence online shopping behavior. However, the result illustrates that consumer personality negatively influences both information search and online shopping behavior. Conclusions: To influence online shopping behavior, the most important factors that need to be considered by marketplaces are quality assurance. It positively motivates Indonesia's citizens to collect information and make unplanned purchases. The study finding can be a reference for brands to maintain and build outstanding product quality, an informational website, and an excellent marketing strategy so that customers can meet their expectations. Besides, it also broadens both companies' and individuals' knowledge about the digital revolution on consumer behavior.

온라인 쇼핑몰 데이터를 활용한 판매동향 분석 시스템 (Open Market Sales Trend Analysis System Using Online Shopping Mall Data)

  • 차승연;김강렬;러비나스레스터;김영주;최종명
    • 사물인터넷융복합논문지
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    • 제5권2호
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    • pp.7-13
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    • 2019
  • 인터넷의 발전으로 온라인 쇼핑이 활성화 되면서 소비자들의 구매 형태가 기존의 대면 구매방식에서 온라인 구매방식으로 변하고 있다. 이에 수많은 판매자가 쇼핑몰로 유입되었고, 판매자들 간의 경쟁이 매우 치열한 실정이다. 따라서 쇼핑몰 내 판매자들은 소비자의 구매 패턴 및 제품 판매동향을 분석하여 합리적인 마케팅 전략을 세울 필요가 있다. 본 논문에서는 오픈 쇼핑몰에서 판매업자가 동일 제품을 판매하는 경쟁사의 제품 가격, 평점, 판매수량을 시간대별로 분석하여 소비자의 구매 패턴을 파악했다. 또한 수집된 정보들을 차트로 가시화하여 자사와 경쟁사의 판매동향을 쉽게 비교할 수 있도록 하였다. 위 시스템을 사용하면 분석된 구매패턴을 통해 판매수량을 예측할 수 있고 판매동향을 파악하여 상품의 합리적인 가격 선정이 가능하다.

A Study on Marketing Strategy Cases of the Young Casual Brands in L-Department Store - Focused on 5 Big Brands -

  • Yu Ji-Hun
    • The International Journal of Costume Culture
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    • 제7권2호
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    • pp.123-134
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    • 2004
  • This study tried to suggest the effective future marketing strategies by analysing marketing strategies of five brands which were selected by sales amount and the growth rate among young casual brands in the L-Department store from 2001 to 2002. According to analysis, brand marketing could summarize to five marketing strategies such as culture marketing, emotion marketing, co-marketing, on-line marketing, and propose marketing. Culture marketing includes 'BB family marketing, star marketing, core marketing, experience marketing. One of the emotion marketing is 'Kidult marketing' which affects cute concept. Co-marketing includes 'Charisma marketing' that cooperates with distribute industry, 'Movata marketing' which cooperates with mobile communication industry, and 'Game marketing' which cooperates with game industry. There are some other marketing strategies such as consumer calling marketing, A.S.A. marketing which is for buyers, QR marketing for quick response, Web site's differentiate marketing and Logo marketing. The suggested marketing strategies for on-coming brands are 'distinguished strategy of the online contents', 'consumer calling strategy' and 'loyalty maximizing strategy'.

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Advantage of Online Platform of the Real Estate and Its Marketing Strategy

  • Samha, HA;Jaewoong, WON
    • 산경연구논집
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    • 제14권3호
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    • pp.1-8
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    • 2023
  • Purpose: One of the eldest businesses in the realm is the real estate market and it has been dominated by offline sales and marketing tactics for decades. However, the home-buying process today is made simpler and more effective for purchasers thanks to internet platforms. This study is to investigate in terms of advantage of online platform of the real estate and its marketing strategy. Research design, data and methodology: For checking and collecting proper literature resources, content literature investigation used and it would be fitted for this research based on numerous prior studies in the realm of marketing strategies and online platforms of real state. Results: Online real estate platforms provides the availability of a broad range of properties for buyers and sellers, and connects buyers and sellers with nearby real estate mediators and agents. Finally, we figured out that utilizing real estate agents might have a huge positive impact on real estate agents. Conclusions: As online platforms become increasingly popular for real estate professionals, practitioners must be aware of the changes in technology and the resulting implications for how they market and sell property. Future research should explore the effect of online platforms on customer satisfaction and the overall accomplishment of real estate businesses.

젊은 계층을 대상으로 이벤트 기획을 통한 인터넷 거래 활성화 전략 (A Study on Encouragement Strategy of Electronic Commerce planned Event to Young Class of People)

  • 박성진;이현창;신성윤
    • 한국컴퓨터정보학회논문지
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    • 제16권11호
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    • pp.77-83
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    • 2011
  • 온라인 쇼핑 시장이 IT 기술발전과 더불어 급속히 성장하게 되면서, 다양한 형태와 함께 온라인 쇼핑들 간의 치열한 경쟁이 심화되고 있다. 이에 따라 온 오프라인에서 차별화된 특징이 경쟁력을 도모할 수 있게 되었으며, 젊은 계층인 연인들을 마케팅 대상으로 하는 커플 이벤트 기획이 필요하게 되었다. 본 연구에서는 커플 및 젊은 구매계층들을 마케팅 대상으로 하며, 매출 향상을 목적으로 기획 및 구현된 사이트 개발을 목표로 하고 있다. 이를 위해서 기존 상업 사이트에 대한 이벤트 기획들에 대한 분석을 기반으로, 커플 생일을 마케팅 전략 및 다양한 기념 이벤트 및 고객들이 사이트를 방문하였을 때 이벤트가 한층 돋보이도록 마케팅 기획과 정보 배치를 중심으로 사이트를 구축하였다. 이를 통해 일부 고객층 대상으로 이벤트 효과 증대를 통한 매출 증대를 도모할 수 있을 것으로 기대된다.