• 산업경영시스템학회지
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• 제42권4호
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• pp.153-164
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• 2019

Since the appearance of smartphones, the smartphone market has been in fierce completion by new technologies and marketing trends. The smartphone market is now somewhat saturated, and the manufacturers are trying to improve their position in the market through the repurchase of existing customers and the influx of competitors. At the same time, customers have their own purchasing criteria for smartphones. Therefore, manufacturers need to determine new technology and marketing trends based on customer purchasing trends and usage characteristics. The aim of this study is to analyze the quality attributes of smartphones. We conducted a survey on 220 respondents, and divided the respondents into several groups by purchasing trends and usage characteristic through cluster analysis. The groups are analyzed and compared based on the Kano model for the quality attributes of smartphone. The analysis result are as follows. Firstly, purchasing trends divide responders into groups that prefers high-end premium smartphones and those that take into account practicality in terms of purchasing trends. Secondly, usage characteristic divide responders into three groups: those with clear usage pattern, those who prefer ease of use, and the rest, and we find out that those with clear usage pattern are important customer in viral marketing. Lastly, Kano analysis is revealed the 'Slow/hi-speed camera', 'Private mode', 'Widget', 'Health care' are attractive quality attributes.

• 통상정보연구
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• 제4권2호
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• pp.253-277
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• 2002

현재 정보통신기술의 비약적인 발전은 물리적인 거래 패러다임을 전자방식으로 확대시키는 극적인 변화를 주도하고 있다. 주지하는 바와 같이, 금융서비스는 거래당사자간 대부분의 금융거래를 지원하고 있다. 그러므로 전자거래의 확대는 금융서비스를 제공하는 모든 금융기관들에도 영향을 미치고 있다. 이에 따라 모든 금융기관들은 정쟁에서 살아남기 위해 e-Finance 시스템을 도입하여 인터넷금융 서비스를 제공하고 있다. 본 연구의 목적은 이용자측면에서 인터넷을 이용한 e-Finance의 이용 실태와 확산요인을 분석함으로써 e-Finance 고객서비스의 질적인 향상과 신속한 확산 그리고 올바른 전략 수립에 기여하는 것이다. 본 연구는 기존문헌 검토와 요인 및 신뢰도 분석을 통해 e-Finance 자체에 대한 지각된 효율성과 지각된 신뢰 및 안전성, e-Finance 시스템에 대한 신뢰도, 기술적 요소, 고객서비스 품질 그리고 개인특성에 있어 혁신성향 등 6가지를 확산요인으로 채택한다. 로지스틱 회귀분석을 이용한 가설 검증 결과에 따르면, e-Finance시스템에 있어서 기술적 요소와 고객서비스 품질 그리고 개인 특성에 있어 혁신성향은 e-Finance의 확산여부에 각각 유의수준 0.05와 0.01%에서 통계적으로 정의 영향을 갖는 것으로 나타났다. 그렇지만 e-Finance 자체에 대한 지각된 효율성과 지각된 신뢰 및 안전성은 이의 확산여부에 별다른 영향을 미치지 않는 것으로 나타났다. 또한 e-Finance 시스템과 관련하여 시스템의 신뢰도는 통계적으로 이의 확산에 유의적이지 못하였다. 본 연구는 추후 이용자 측면에서 e-Finance 확산요인에 관해 실증적 연구를 하는데 기본적인 자료로서 이용될 수 있고, 이에 대한 기업이나 정부의 정책 수립 또는 구현과 금융기관의 고객서비스 품질정도 결정에 이용될 수 있다. 그러나 본 연구는 만족요인과 이의 e-Finance에 대한 영향을 다루지 못했다는 점과 국내 이용자만을 대상으로 했다는 점 그리고 다중희귀분석을 실시하지 못했다는 점 등 몇 가지 한계를 갖는다.

• 마케팅과학연구
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• 제8권
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• pp.61-87
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• 2001

인터넷 가상환경에 존재하고있는 온라인 쇼핑몰은 새로운 거래유형을 정착시키기 위한 다양한 노력을 기울이고 있으며 새로운 환경에 걸 맞는 생존모델의 구축에 더할 나위 없는 노력을 경주하고 있다. 이러한 측면에서 온라인 쇼핑몰에게는 고객을 유지해야할 필요를 느끼고 있으며 다양한 마케팅적 접근이 시도 되도 있다 본 연구는 인터넷 쇼핑몰의 구축에 있어서 다양한 구성환경 특성을 바탕으로 고객유지에 영향을 미치는 변수를 찾고자 시도하였다 이러한 발상의 바탕으로 고객이 쇼핑의 행동을 직 접적으로 행하는 데 있어서 핵심적인 효과인 쇼핑가치의 틀을 동원하고자 한다. 즉 인터넷 쇼핑몰의 특성이 쇼핑가치에 영향을 미칠 수 있게 구성된다면 쇼핑가치로 인해서 고객은 유지될 수 있다고 연구의 구성을 설정하였다. 본 연구의 결과에 의해 인터넷 쇼핑몰의 구성에 있어서 도구적 틀을 제시하는데 기여하고자 하며 종국적으로 고객의 유지에 대하여 가치를 판단해 보고자 한다. 따라서 본 연구는 인터넷 쇼핑몰의 감성적 특성(디자인, 원격실재감) 웹인지도 기능적 특성(고객배려, 상품검색, 정보제공, 제품가치, 거래시스템)이 쇼핑가치(쾌 락적 쇼핑가치, 실용적 쇼핑가치)와 고객유지(신뢰, 고객만족, 관계지향)에 어떤 영향을 미치는가를 분석하였다. 분석결과 웹인지도, 고객배려, 정보제공은 기각되었으며 그 외 변수는 채택되었다

• 한국정밀공학회지
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• 제31권4호
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• pp.311-317
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• 2014

As products have been more complex and customer's demands of personalized products are increasing, manufacturing system has been changed from mass production to mass customization production that makes small quantity but different kinds of product. In addition, it becomes important that manufacturers quickly respond to variable customer's demands and characteristic regulations in each country. Therefore, three prerequisites are essential for manufacturers to response agilely. First, manufacturing data should be monitored in real time, second, information is extracted from the data, and finally, the information is used to make manufacturing strategy. In this paper, the mobile dashboard system is presented. It visualizes manufacturing data on mobile devices, and measures performance of the shop floor through the information. The proposed system is composed of server and client, and is running on the R - the open source software for statistics. Four kinds of template are given for easy visualization through the system.

• Industrial Engineering and Management Systems
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• 제13권4호
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• pp.454-462
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• 2014

Retention of possible churning customer is one of the most important issues in customer relationship management, so companies try to predict churn customers using their large-scale high-dimensional data. This study focuses on dealing with large data sets by reducing the dimensionality. By using six different dimension reduction methods-Principal Component Analysis (PCA), factor analysis (FA), locally linear embedding (LLE), local tangent space alignment (LTSA), locally preserving projections (LPP), and deep auto-encoder-our experiments apply each dimension reduction method to the training data, build a classification model using the mapped data and then measure the performance using hit rate to compare the dimension reduction methods. In the result, PCA shows good performance despite its simplicity, and the deep auto-encoder gives the best overall performance. These results can be explained by the characteristics of the churn prediction data that is highly correlated and overlapped over the classes. We also proposed a simple out-of-sample extension method for the nonlinear dimension reduction methods, LLE and LTSA, utilizing the characteristic of the data.

• International Journal of Contents
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• 제6권4호
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• pp.62-68
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• 2010

More and more researchers and practitioners in the field of e-commerce are paying attentions to the retention of online customers. However, only a few researches can be addressed in the context of internet shopping mall repurchase intention. This study aims at investigating and delineating the important characteristic factors which affect consumers' repurchase intentions by conducting an empirical analysis. In order to fulfill this purpose effectively, a comprehensive review of previous studies regarding information system success model was performed in order to render a stronger theoretical foundation for our study. Finally, based on the DeLone and McLean (2003) IS success model, information quality, system quality, service quality, customer satisfaction and repurchase intention were employed as five constructs in the research model and hypotheses on mutual relationships between these constructs were established accordingly. Structural equation modeling was employed to analyze the data collected from 204 internet shopping mall consumers in China. Our theoretical model exhibited a good fit with the observed data. The empirical results showed particularly strong support for the effects of information quality, service quality and user satisfaction. The findings of this research contributed to the extension of repurchase intention study in the context of Internet shopping malls. Our research also offered implications for practitioners in regards to devising internet shopping malls so as to increase consumers' repurchase intention to use these services.

• 품질경영학회지
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• 제48권3호
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• pp.433-451
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• 2020

Purpose: The purpose of this study is to investigate how the type of virtual reality content production affects the interaction and immersion that is a virtual reality characteristic, and to provide the platform companies and content producers with the basic information necessary to provide the production and service of content suitable for VR characteristics. Methods: Based on the data collected in the survey, multiple regression analysis and hierarchical regression analysis were used. The measurement tools used in this study were studied through three-dimensional composition, including the characteristics and interaction and immersion of content produced in 2D, 3D and 360°, which are elements of virtual reality characteristics. Results: The results of this study are as follows. Among the types of content production, content produced with 2D and 360 technologies was found to affect immersion, while content produced in 3D affected interaction. Motion sickness has been investigated to affect both immersion and interaction. Conclusion: Service-provided platform enterprises and content-making enterprises should consider content-making and providing services that suit service characteristics and purposes, taking into account the characteristics of interaction and immersion in content-making investment and service delivery.

• 통상정보연구
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• 제9권2호
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• pp.41-64
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• 2007

A life insurance industry's market is reaching a state of saturation recently, and the competition is as time goes by intense among the non-life insurance industry. Consequently, the insurance companies must grope a new source of revenue and develop a new business model for a stability growth. At the forked road, the insurance companies must group the existing and new customers in order to find the royal customers, and develop a new service with them. Accordingly, it is the time to study the advance of PB field and the royal customer management that will maintain and expand the new relations with them. Besides, the PB was the service to begin in needs of the specific group, but now it is regarded as a new source of high profit in the age of universal financial service among the financial circles. As a consequence, the PB marketing is introduced in haste, and such trend seems to be continued. Therefore, the plans that help the domestic insurance company reflect the characteristic of the insurance and expand the scope of business into the scope of property management according to the needs of customers under a universal financial service trend will be studied.

• 통상정보연구
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• 제9권3호
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• pp.33-57
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• 2007

This study tests e-business performance difference of the inter group by strategy type through the cluster analysis, after confirming the linear relationship between the e-business strategy type and its performance. According to the result of the study the effect on the e-business performance reveals to differ by the e-business strategy type. That is to say, while the firm's information system performance, e-business realization and the inter group competition dominance are affected positively by the e-process strategy, web application strategy and customer attracting strategy. This confirms that the information system performance, the realization performance and the competition dominance are affected by e - business strategy type. The key factor leading to the success of e-business is the commitment of e-process strategy and web application strategy. For the case of the customer attracting strategy the result shows the importance of the strategy. In the cluster group analysis, the additional analysis, the effect is seen to be more powerful in the firm's information system performance, e - business realization and securing the competition advantage for the case of the multiple strategy than that of single one. Accordingly, the firm needs to adopt the multiple strategy suited for the characteristic of the firm rather than the single strategy.

• 한국의류학회지
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• 제43권5호
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• pp.682-698
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• 2019

This study examines whether experiential factors of virtual reality (VR) stores influence consumers' perceived amount of information and satisfaction, which in turn influences revisit intention. This also study examines whether the experiential factors differ as a function of an individual characteristic such as environmental responsiveness. Female consumers who had an experience in using VR technology for digital shopping participated in the online survey. The results showed that educational, escapist and aesthetic experiences have a significant impact on the perceived amount of information, and entertainment and escapist experiences have a significant impact on satisfaction. In addition, the perceived amount of information has a positive effect on customer satisfaction, which in turn has a positive effect on revisit intention. There is also a difference in the effect of experiential factors on consumer responses depending on the environmental responsiveness. This study provides theoretical suggestions for experiential marketing and presents practical implications for developing marketing strategies for digital retailers utilizing VR technology.