• Title/Summary/Keyword: Online Customers

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

  • Kim, Chae-Young;Yong, Hye-Ryeon;Hwang, Hyun-Seok
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.11
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    • pp.777-787
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    • 2020
  • With the development of the Internet and the spread of mobile devices, the online market is growing rapidly. As the number of customers using online shopping malls explodes, research is being conducted on the analysis of usage behavior from customer data, personalized product recommendations, and service development. Thus, this paper seeks to analyze the overall process of online shopping malls through process mining, and to identify the factors that influence users' purchases. The data used are from a large online shopping mall, and R was the analysis tool. The results show that customer activity was most prominent in categories with event elements, such as unconventional discounts and monthly giveaway events. On the other hand, searches, logins, and campaign activity were found to be less relevant than their importance. Those are very important, because they can provide clues to a customer's information and needs. Therefore, it is necessary to refine the recommendations from related search words, and to manage activity, such as coupons provided when customers log in. In addition to the previous discussion, this paper proposes various business strategies to enhance the competitiveness of online shopping malls and to increase profits.

A Comprehensive Model of Purchasing Intention of Customers in Agricultural Products Online Shopping Malls (농산물 온라인 쇼핑몰에서의 고객의 구매의도에 관한 포괄적 모형)

  • Lim, Dongsup;Yoon, Cheolho
    • Information Systems Review
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    • v.17 no.3
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    • pp.159-181
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    • 2015
  • This study proposes a comprehensive model of purchasing intention of customers in agricultural products online shopping malls. In this study, we derived the factors through the literature reviews and logical reasoning and classified the factors as a business point of view, an information systems point of view and an agricultural characteristics point of view, and developed the integrated research model which is the factors affect purchase intentions by mediating trust and the perceived usefulness. A total of 329 samples of a valid survey data from the members of small agricultural online shopping malls were collected and the research model was empirically analyzed by a confirmatory factor analysis and path analyses using structural equation modeling with the data. The results show that the product quality and the service quality of the business point of view have effects on the trust, however the price adequacy and entertainment have no effect on the trust and the perceived usefulness respectively, also the advertising exposure has no effect on the trust but it has an effect on the purchase intention directly. The information quality and the ease of use of the information systems point of view have an effect on the trust and perceived usefulness. At last, the seasonal product of the agricultural characteristics point of view has effects on perceived usefulness but the regional brand has no effect on the trust. The results of this study provide strategic implications for successful development and operation of agricultural products online shopping malls.

A Study on Activation of Online Performances Using Sac on Screen Project Analysis (Sac on Screen 사업 분석을 통한 온라인 공연 활성화 방안 연구)

  • Kim, Gyu-Jin;Na, Yun-Bin
    • The Journal of the Korea Contents Association
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    • v.20 no.8
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    • pp.114-127
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    • 2020
  • The online performance market is increasing due to recent pandemic events. However, due to the short introduction time of domestic online performances, there is a lack of related prior studies or success stories. In addition, most of these projects are short-lived projects or poor profits, so it is necessary to study how to activate them. The Sac on Screen project, which has been in progress since 10 years ago, has its own imaging experience, and the screening works and screening venues are also diverse, so it is an object of study. In addition, since annual satisfaction surveys are conducted, the business was evaluated based on the voice of customers from the data of the past three years. Based on the analyzed results, a free and paid version of the business model canvas was drawn through a group of experts. As a result of this synthesis, the following major implications were drawn. First, expanding research on online performances, second, needing a sense of responsibility for quality management of content, third, increasing diversity in content selection, and fourth, enhancing the liveliness of online performances, Fifth, efforts are needed to attract private investment and develop value-added products.

A Case Study of Bandi&Luni's Bookstore Using an Online to Offline(O2O) Service Design (O2O(Online to Offline) 서비스 디자인을 활용한 반디앤루니스 서점에 대한 사례연구)

  • Lee, Sangshik
    • Journal of Korea Society of Industrial Information Systems
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    • v.22 no.1
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    • pp.117-126
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    • 2017
  • This Study Focuses on the Customer Experience Story of Bandi&Luni's Centum City branch which Offers the Different Service Concept on the Competitive Book Selling Market. Bandi&Luni's Stands as one of the Largest Bookstore Chains that has 14 Offline Bookstores and an Online Bookstore Shop. The Purpose of this Study takes Lessons from the Unique Practices and Efforts of Bandi&Lunis's Online-to-Offline(O2O) Service and Service Design. In Order to Achieve this Propose, we Investigated the History, Service Concept, Value, and Performance of Bandi&Luni's from a Variety of sources and Reviewed the Previous Literatures of O2O Service and Service Design. In order to Offer Better Customer Experience the Service should be Designed from Customer's View and be Delivered through the Lifecycle of Customers. In a era of Big Data, IOT(internet of things), AI(artificial intelligence), The Service Design Innovation using Information and Communication Technology will be needed in order to Break down the Boundaries Between Online and Offline.

The Relationship between Perceived Justice and Customer Attitude in an Integrated On·Offline Commerce : Focusing on the Moderation Effect of Commerce Industry Type (통합된 온·오프라인 상거래에서 지각된 공정성과 고객태도 간 관계 : 상거래 산업유형의 조절효과를 중심으로)

  • Moon, Yunji
    • Journal of Information Technology Applications and Management
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    • v.26 no.2
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    • pp.41-60
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    • 2019
  • O2O(Online-to-Offline) commerce, a kind of multi-channel, is used in various industries such as accommodation, food and beverage, transportation, and real estate. The O2O commerce, a channel of integrating online and offline, overcomes the limitations of traditional online commerce, where a customer made a purchase decision without direct experience. Despite this advantage of O2O, if the online-offline channel is not effectively linked, customer's complaints would occur due to service failure. This study, with regard to O2O service failure circumstances, intends to investigate the effect of customer's perceived justice on their emotional response, recovery satisfaction, followed by intention to repurchase. Perceived justice in this study is composed of distributive justice, interactional justice, and procedural justice. Furthermore, this study explores the moderation effect of O2O industry types in the relationship between perceived justice and emotion. An O2O industry type is classified into accommodation, food and beverage, and transportation. A hypothesized research model was empirically tested using a structural equation model. The current study collected 433 questionnaires and the target respondents are customers who have experienced service failure in O2O commerce. The empirical results showed that O2O commerce more effectively conducts service recovery strategy and causes positive customer response by integrating online and offline channel. One of the ultimate purposes of O2O service providers is to reduce the likelihood of service failures and to recover more quickly and efficiently by linking two channels rather than using a single channel. This study suggested that the O2O channel is effective in influencing customer satisfaction and loyalty by inducing customer's positive emotions in recovering service failure.

Analysis of important decision factor for online platform use: an Analytical Hierarchy Process approach (온라인 플랫폼 사용에 대한 선정요인 중요도분석: AHP 기법을 중심으로)

  • Lee, DonHee
    • Journal of Korea Society of Industrial Information Systems
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    • v.26 no.6
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    • pp.81-96
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    • 2021
  • This study examines the importance of factors that influence the online platform selection decision to support operational optimization strategies. For the research purpose, we first reviewed previous studies on service encounters and identified those factors that have been proven important for using online platforms. Second, this study analyzed the factors that customers perceived as important based on analytical hierarchy process (AHP) of the data we collected from 10 mobile or computer-based Internet users. The study results revealed that the important factors for the online platform selection were in the following order: product diversity (27.4%), ease of use (21.5%), brand credibility (18.1%), interactions with the service provider (17.7%), and ease of accessibility (15.3%). The study provides useful insights to online platform service providers in developing strategies for customer-focused value creation.

Corporate Strategies for Responding to Negative Comments on Restaurant Pages on Facebook

  • Song, Ja-Hyun;Kim, Hyun-Jung
    • Culinary science and hospitality research
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    • v.22 no.6
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    • pp.61-70
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    • 2016
  • The purpose of this study is to identify the effects of a company's response strategies (response type, communication style, and response sincerity) on customer's brand attitude and purchase intentions. A fictional Facebook fan page containing 6 separate scenarios was developed based on actual customer reviews and company responses observed on Facebook restaurant fan pages. Participants were recruited from Amazon's Mechanical Turk (MTurk). A total of 202 responses were obtained; 185 responses were analyzed after deleting insufficient responses. The results of MANOVA found that an accommodative response leads customers to have a more favorable attitude towards a brand and have stronger purchasing intentions. In addition, customers who perceive the company's response to a negative review as sincere are more likely to have a positive brand attitude and purchasing intentions, as compared to those who perceive it as either insincere or neutral.

The effectiveness of investments in relationship marketing strategies: The case of Yiulian Dockyards (Shekou) Limited

  • Mei, Xiong
    • International Journal of Contents
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    • v.4 no.3
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    • pp.10-15
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    • 2008
  • The purpose of this paper is to put forward a conceptual framework for understanding factors shaping the nature of the relationship marketing using the case study. Through this research, I can suggest it. Companies may monitor customer satisfaction by using questionnaires, general comments, customer complaints, online surveys, suggestion boxes, and personal interviews. The main purpose is to keep up to date with the needs of customers in order to retain them by creating the relationship it wants with the customers. Relationship Marketing is quite expensive, especially, in the initial period. Therefore, effective relationship marketing requires marketers to adopt affordable and practical and profitable approaches that give room to low costs without compromising quality of the product.

A Customization of Web Contents : The Case of Kookmin Interned Banking eCRM (고객 맞춤 웹 컨텐츠 : 국민은행 인터넷뱅킹의 eCRM 사례)

  • 함유근;윤태주
    • The Journal of Information Technology and Database
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    • v.8 no.2
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    • pp.1-15
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    • 2001
  • In trying to bring about online CRM(customer relationship management), companies have paid much attention to eCRM. The key of eCRM is a recommendation system, which is being used by E-commerce sites to find products to purchase. To maintain a constant flow of marketing information and feedback it is important to staying in touch with customers. In this respect, eCRM becomes a serious business tool for sales activities. In this article we present tee case of Kookmin Internet banking eCRM welch is one of the first examples of implementing eCRM in commercial web site in Korea. We examine how Kookmin Internet banking develops eCRM and how it provides customized services to customers. We also explore the role of eCRM in Internet banking and the level of personalization technology used in Kookmin eCRM case.

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An Application of the QFD Framework to Website Operations: A Case Study of an Online Education Website, 'Klassromm.net' (온라인교육 웹사이트에서 QFD를 이용한 품질경쟁력 향상에 대한 연구: 'Klassroom.net' 을 대상으로)

  • 김도훈;노인성;서영호
    • Proceedings of the Korean Society for Quality Management Conference
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    • 2004.04a
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    • pp.611-617
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    • 2004
  • QFD (Quality Function Development) provides a great tool not only to arrange and evaluate VoC(Voice of Customers) and ) and (Voice of Engineers), but also to link and combine VoC and VoE, thereby present ing explicit direct ions for quality improvement. There have been, however, few researches on QFD in the IT industry The case study discussed here serves an illustration of the applicability and usefulness of the QFD approach to website quality improvement . The proposed QFD framework shows great potentials since customers needs are explicitly considered in the framework, and it helps network administrators develop better web services by providing guidelines for redesigning or reengineering the website operations.

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