• Journal of Information Technology Applications and Management
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• 제22권1호
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• pp.77-93
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• 2015

As the range of the customer choice becomes more diverse, the average life span of companies' products and services is becoming shorter. Most companies are striving to maximize the revenue by understanding the customer's needs and providing customized products and services. However, companies had to bear a significant burden, in terms of the time and cost involved in the process of determining each individual customer's needs. Therefore, an alternative method is employed that involves grouping the customers into different categories based on certain criteria and establishing a marketing strategy tailored for each group. In this way, customer segmentation and customer clustering are performed using demographic information and behavioral information. Demographic information included sex, age, income level, and etc., while behavioral information was usually identified indirectly through customers' purchase history and search history. However, there is a limitation regarding companies' customer behavioral information, because the information is usually obtained through the limited data provided by a customer on a company's website. This is because the pattern indicated when a customer accesses a particular site might not be representative of the general tendency of that customer. Therefore, in this study, rather than the pattern indicated through a particular site, a customer's interest is identified using that customer's access record pertaining to external news. Hence, by utilizing this method, we proposed a methodology to perform customer segmentation. In addition, by extracting the main issues through a topic analysis covering approximately 3,000 Internet news articles, the actual experiment applying customer segmentation is performed and the applicability of the proposed methodology is analyzed.

• 한국산업정보학회논문지
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• 제11권5호
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• pp.245-260
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• 2006

최근 e-러닝은 급속히 확산되고 있는 추세이며 이에 따른 이슈 중 하나가 e-러닝 사이트에 대한 서비스품질 즉, 제공하는 사이트의 서비스품질이 사용자들에게 얼마만큼의 학습성과를 통한 만족을 가져다 줄 수 있는 지에 관한 것이다. 본 연구에서는 e-러닝의 사업 분류 중 일반인과 학생을 교육대상으로 하는 B2C e-러닝 사이트의 서비스품절 결정요인을 구성하고 개인성과를 매개로 사용자만족과 재이용의향에 어떠한 영향을 미치는 지를 실증분석 하였다. 이러한 연구목적에 따른 결과를 토대로 e-러닝의 실질적인 활성화를 위해 우선적으로 고려해야 할 사항들과 전략적 시사점을 제시하였다.

• 경영과정보연구
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• 제29권2호
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• pp.75-96
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• 2010

본 연구는 인터넷 웹 사이트 특성과 고객가치 그리고 고객만족과의 영향관계를 살펴보고, 이러한 변수들이 고객충성도에 어떠한 영향을 주는지를 제시하였다. 또한 판매촉진을 조절변수로 이용하여 웹 사이트 특성과 고객가치와 고객만족에 미치는 영향에 대해 분석하였다. 이를 위해 여러 선행연구의 검토와 함께 실증분석을 실시하였으며 설정된 연구 모형에 대한 가설검정 결과를 살펴보면 다음과 같다. 첫째, 인터넷 웹 사이트 특성은 고객가치와 고객만족에 유의한 영향을 미치는 것으로 나타났다. 웹 사이트 특성이 기본적 고객가치에 미치는 영향요인 중 신뢰성 요인이 가장 영향력이 큰 것으로 나타났으나 부수적 고객가치에는 신뢰성 요인이 유의하지 않은 것으로 나타났다. 또한 웹 사이트 특성이 고객만족에 미치는 영향에서 정보유용성 요인이 가장 영향력이 큰 요인으로 나타났다. 둘째, 고객가치와 고객만족은 두 변수 모두 고객충성도에 유의한 영향을 미치는 것으로 나타났다. 셋째, 판매촉진은 웹 사이트 특성과 부수적 고객가치 사이에서만 조절역할을 하는 것으로 분석되었다. 그리고 웹 사이트 특성과 기본적 고객가치, 웹 사이트 특성과 고객만족 사이에서는 유의하지 않은 결과를 보였다.

• 한국경영과학회지
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• 제33권3호
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• pp.59-76
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• 2008

Studies of recommender systems have focused on improving their performance in terms of error rates between the actual and predicted preference values. Also, many studies have been conducted to investigate the relationships between customer information processing and the characteristics of recommender systems via surveys and web-based experiments. However, the actual impact of recommendation on product pages for customer browsing behavior and decision-making in the commercial environment has not, to the best of our knowledge, been investigated with actual clickstream data. The principal objective of this research is to assess the effects of product recommendation on customer behavior in e-Commerce, using actual clickstream data. For this purpose, we utilized an online bookstore's clickstream data prior to and after the web site renovation of the store. We compared the recommendation effects on customer behavior with the data. From these comparisons, we determined that the relevant recommendations in product pages have positive relationships with the acquisition of customer attention and elaboration. Additionally, the placing of recommended items in shopping cart is positively related to suggesting the relevant recommendations. However, the frequencies at which the recommended items were purchased did not differ prior to and after the renovation of the site.

• Journal of Information Technology Applications and Management
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• 제21권4_spc호
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• pp.415-429
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• 2014

With the advent of smart devices, users are able to connect to each other through the Internet without the constraints of time and space. Because the Internet has become increasingly important to users in their everyday lives, reliance on it has grown. As a result, the number of web sites constantly increases and the competition between these sites becomes more intense. Even those sites that operate successfully struggle to establish new strategies for customer retention and customer development in order to survive. Many companies use various customer information in order to establish marketing strategies based on customer group segmentation A method commonly used to determine the customer groups of individual sites is to infer customer characteristics based on the customers' demographic information. However, such information cannot sufficiently represent the real characteristics of customers. For example, users who have similar demographic characteristics could nonetheless have different interests and, therefore, different buying needs. Hence, in this study, customers' interests are first identified through an analysis of their Internet news inquiry records. This information is then integrated in order to identify each web category. The study then analyzes the possibilities for the practical use of the proposed methodology through its application to actual Internet news inquiry records and web site browsing histories.

• 한국콘텐츠학회:학술대회논문집
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• 한국콘텐츠학회 2008년도 춘계 종합학술대회 논문집
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• pp.398-402
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• 2008

The purpose of this study is to investigate the impacts of e-service quality factors on customer satisfaction and behavior intention. Difference and moderating effect resulting from the type of web site users about an association with reaction of satisfaction and those component concepts are also one of the aims in the study. As the results, the study found that factors of web site service quality variables has a positive impact on customer satisfaction. And customer satisfaction also has a positive impact on relationship intention and word of mouth intention. According to those results, marketing managers should develop different service strategies.

• Journal of information and communication convergence engineering
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• 제2권2호
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• pp.116-118
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• 2004

In the power industry after restructuring of Power industry will be appeared on-site type business, power retail sales business, and power wholesales business, power dealing business, customer inclination business ＆ delivery of power facilities. Among them, power trade business, customer inclination business and on-site type business will be rapidly increased and occupied attention. In addition, it is forecasted to advent the broker, provider, market place, power marketer, system operator and generator as a main player. Meanwhile, it needs protection of existing power industry and activation of new energy market for accomplishment of restructuring of power industry.

• 한국컴퓨터산업학회논문지
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• 제2권7호
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• pp.905-912
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• 2001

인터넷 사이트에서 만족하는 고객 창출을 체계적으로 이해하는 것은 매우 중요하다. 본 연구는 특히 커뮤니티 사이트의 고객만족에 초점을 두고 가설을 설정하고 이를 검정하였다. 연구결과 커뮤니티와 컨텐츠는 만족에 유의한 영향을 미쳤다. 또한 만족은 행위의도에 영향을 미치는 것으로 나타났다. 특이한 점은 편리성과 디자인이 만족에 영향을 미치지 않는다는 것인데, 이는 현재의 인터넷 환경을 반영한 결과라 판단된다.

• 패션비즈니스
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• 제13권6호
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• pp.99-110
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• 2009

The purpose of this study is 1) to investigate the Web content of online shopping agencies and to see if differences exist in their contents and 2) to suggest strategies for online shopping agencies. For the study, the online shopping agency components of web sites were investigated, which consisted of product, information, and customer service. Each component had sub-categories. In order to analyze the Web content of online shopping agencies, nine agencies were chosen based on the rankings of www.rankey.com and www.100hot.co.kr. The content analysis was conducted from January 5th to the 30th of 2009. The results showed that the basic Web content of online shopping agencies (i.e., product, information, and customer service) was evident on most sites. However, products were similar and effective information and labor-saving functions were sparsely used. Areas where customers actively participated were limited. Therefore, most sites need to reinforce their content by providing a well-articulated product, information, and customer service for shoppers and to differentiate their Web site identities.

• 산업경영시스템학회지
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• 제27권4호
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• pp.105-109
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• 2004

The purpose of this paper is to examine the empirical analysis for charging factors and the evaluation models of internet site. Thus this is to analyze the revenue creation factors affecting the customer satisfaction of tourism information sites in the Internet. Based on the regression model applied to a customer survey, this study shows that among the characteristics of the site, technical factor and community factor have the most significant effect on charging factor and customer satisfaction.