• 한국경영정보학회:학술대회논문집
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• 2007.06a
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• pp.147-153
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• 2007

모바일 정보통신 사용자들에게 있어서 모바일 상거래는 기존에 존재하던 정보에 대한 통신 및 네트워크 접속 등 이용상의 제약을 뛰어넘어 정보이용의 활성화에 있어 주요한 전환점을 가져오고 있다. 모바일과 같은 정보통신기술의 발달로 금융정보화 투자가 촉진되어 금융중개기관의 경영전략 사무합리화 업무효율화 및 고객과의 관계 등과 같은 부분에서 여러 가지 변화가 일어나게 되었다. 금융산업계에서는 고객들의 금융 서비스 욕구가 다양해지고, 고객 중심의 금융시장으로의 전이로 인해 고객을 최우선으로 하고 고객과의 관계를 효과적으로 구축하기 위한 경쟁이 치열하다. 그 노력의 일환으로 IT기술을 활용한 CRM(Customer Relationship Management)을 금융산업의 중요한 전략 중 하나로 추진하고 있다. 하지만, 모바일 환경을 고려한 CRM 성공요소들이 CRM 성과에 미치는 영향에 대한 연구는 여전히 부족한 편이다. 따라서 본 연구의 주목적은 모바일 기술의 대표적 특성인 이동성과 편재성이 CRM 성공요소(최고경영자지원, 고객지향 조직문화, 부서간 상호작용, 고객정보 통합성)와 CRM 성과 사이에서 어떤 영향을 미치는지에 대해 실증적으로 규명하고자 하는데 그 목적이 있다.

• The Journal of the Korea Contents Association
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• v.5 no.6
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• pp.255-263
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• 2005

Recently, the mobile telecommunication industry is increasing rapidly; nevertheless it is competing severely with other mobile telecommunication industries in the world and it is projected that in the future the mobile telecommunication industry will compete more fiercely and increase more rapidly. By means of looking into the relationship of the mobile telecommunication service characteristics and satisfaction loyalty, therefore, it can be said that it can help the companies which want to survive in such a competitive society. And then we investigated how these classified characteristics(economical incentive, convenient incentive, symbolical incentive) on mobile service could influence on customer satisfaction and customer loyalty.

• Proceedings of the Korea Information Processing Society Conference
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• 2002.11c
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• pp.2149-2152
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• 2002

활성화되고 있는 전자상거래에 있어서 단순히 정해진 정보를 고객에게 제공하는 범위를 벗어나 고객의 특성에 따라 고객에 맞는 정보를 제공함으로서 매출 신장을 통하여 이윤확대를 꾀할 수 있다. 그러므로 본 연구에서는 베이지안 학습법을 이용하여 회원고객의 특성에 따른 분류화를 통하여 잠재적 구매 고객에 대한 구매 스타일을 예측하여 타겟광고가 가능한 기법에 대해 연구하였다.

• Journal of the Korean Society for Railway
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• v.15 no.3
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• pp.300-305
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• 2012

The saving of time, which is defined as the demand from passengers and the supply from the urban railway, must be balanced. The selected factors influencing on the balance are the traffic, customer contact facilities, the number of failures, customer complaints(VOC), passenger moving time and transfer stations. Also, the overall ratio of SMRT's 4 lines is generated by differentiating the rate of each attribute in each factor. This is not only to differentiate the stations with peculiar factors but also to standardize criteria of the personalized services. Furthermore, as part of standardization, standard drawings of facility management are prepared for the improvement on the management of human resource and material. The drawings include passenger moving lines, location of safety incidents and also indicate the rating of the factors in each station and overall evaluation rating. In conclusion, this thesis aims to improve customer satisfaction constantly by reducing passenger moving time, through the differentiated management of each station.

• Journal of Digital Convergence
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• v.16 no.2
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• pp.169-178
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• 2018

The purpose of this study is to analyze the effect of innovation factors and relationship factors ASP service on customer performance for small firms using ASP service and Supplier trust analyzed the regulatory impact of the innovation factors and relationships factors on customer performance. Sample data was collected using questionnaire techniques, and statistical analysis used regression analysis. As a result of analysis, it is analyzed that the relative advantage of innovation factors and the influence of other companies have a positive effect on customer performance. In the relationship factors, the degree of information sharing was analyzed as a variable that positively influenced customer performance. However, the Flexibility of participants was analyzed as a variable that did not positively affect customer performance. As a result of analyzing the regulatory role of supplier trust, supplier trust is analyzed as a variable that plays a moderating role in customer performance along with innovation factors and relationship factors. Therefore, in the case of small enterprises using ASP service, it was found that innovation factors and information sharing factors are important factor to maximize customer performance. And that the trust of ASP vendors is a very important variable for customers.

• Journal of Navigation and Port Research
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• v.42 no.1
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• pp.67-78
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• 2018

This paper aims to investigate the nature of Customer Relationship Management (CRM) in liner shipping industries, study the organization's general characteristics which could help to promote such CRM practices, and analyze the relationship between the CRM and the organization's effectiveness. The result of analysis shows that the organizational characteristics which affect the CRM most in shipping industries are the market orientation and the CEO's support. In particular, the CRM was proven to have significant impact on employee satisfaction, service competitiveness enhancement, financial performance, customer satisfaction and the repurchase intention of the customers. This study also suggests that the CRM of liner shipping industries should be enforced comprehensively in synchronization with organizational characteristics, such as organizational culture and organizational systems. Based on such organizational characteristics, the noted CRM strategies were justified to have significantly impacted the overall management performance of the organizational performance of shipping industries and the customer's satisfaction and repurchase intention. This study would be appreciated as a meaningful analysis on the CRM in liner shipping industries which pursues the best interests of both shipping companies and customers.

• 한국벤처창업학회:학술대회논문집
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• 2020.11a
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• pp.191-195
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• 2020

네트워크 기술과 모바일 기기의 발전으로 인하여 사람들의 생활 패턴에 많은 변화가 나타나고 있으며 사회적 생산과 소비 행동이 세분화되고 있는 가운데 새로운 유통채널들이 나오고 있고 하나의 유통 트렌드로 자리를 잡아가고 있다. 또한 코로나19라는 사회적 영향으로 비대면 분야의 유통채널들이 두각을 나타내고 있는 가운데 기존의 1인 방송 위주였던 라이브 스트리밍 방식에서 이제는 라이브 커머스 스트리밍 이라는 새로운 유통채널로 자리 잡았다. 기존에 홈쇼핑과 온라인 쇼핑몰들이 단방향의 제품정보를 고객들에게 줬다고 한다면 이제는 라이브 커머스 스트리밍에서는 양방향 서비스로 고객과 소통하고 고객이 원하는 제품의 정보를 즉시 줄 수 있는 것과 마음에 드는 제품을 현장에서 바로 결제할 수 있다는 장점이 있다. 본 연구는 라이브 커머스 스트리밍의 방송 특성과 모바일의 서비스 특성에 대해 연구하고 구매만족과 재구매의도에 대한 연구를 하려고 한다. 방송 특성으로는 진행자의 능력과 고객과의 소통하는 상호작용성에 대해서 연구하고 모바일 서비스에 대한 특성에 대해서 연구를 하고 방송 특성과 모바일서비스 특성 중 어떠한 특성이 구매만족과 재구매의도에 영향을 미치는지에 대한 실증적인 연구를 하려한다.

• Information Systems Review
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• v.16 no.1
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• pp.73-88
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• 2014

According to the widespread use of smartphone, various and abundant mobile applications have been used and lots of new companies have developed mobile applications. To revitalize mobile application market, a lot of research and experiments have been performed in application development and delivery industries. The purpose of this research is to figure out the usage pattern of smartphone application and purchasing criteria of mobile application. We categorized smartphone application users with respect to application selection criteria and examined the characteristics of the categorized users. As a result, the factors of purchasing criteria of the users with respect to smartphone application selection criteria and application type were categorized into 3 groups: aggressive usage group, middle usage group, and passive usage group. The result of this study indicates that the relationship between purchasing criteria and usage pattern in mobile application market was actualized by measuring the purchasing factors of user. Therefore this fact suggests that it is very important to measure the accurate purchasing factors of its user for setting up the marketing strategy of mobile application market.

• The Journal of the Korea Contents Association
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• v.12 no.9
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• pp.293-310
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• 2012

The purpose of this paper is to explain and identify how services offer-related characteristics of services providers such as service competence, reliability, and responsiveness have an effect on cognitive trust and customization characteristics of services providers has influences on affective trust. And it is to explain and identify how cognitive trust has an effects on affective trust and loyalty, and how affective trust has influence on loyalty in services setting such as apparel services of search attribute, hair services of experience attribute, and dental services of credence attribute. A survey study was conducted to collect the data with consumers who have experience purchase or search on services in apparel services, hair services, and dental services. Analysis of structural equation modeling with AMOS 18 and SPSS win 19.0 was performed to test the research hypothesis. The results of the study are as follows: First, responsiveness characteristics of service providers has an effect on cognitive trust, which in turn influences on affective trust. But there was on effect on customer loyalty by cognitive trust and affective trust in apparel service setting. Second, service competence characteristics and reliability characteristics of service providers have effect on cognitive trust, and customization characteristics of service providers has influences on affective trust, and then both of them, in turn, was effect on customer loyalty in hair service setting. Third, reliability characteristics of service providers has effects on cognitive trust and customization characteristics of service providers has influences on affective trust, and then cognitive trust has effects on customer loyalty, but there was no effects on affective trust by customer loyalty.

• Proceedings of the Korea Information Processing Society Conference
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• 2022.05a
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• pp.21-24
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• 2022

최근 통신업계에서는 축적된 빅데이터를 활용하여 고객의 특성을 이해하고 맞춤형 마케팅에 이용하려는 노력이 지속되어 왔다. 본 연구에서는 CatBoost 모델을 사용하여 이탈 가능성이 높은 고객을 예측하고 XAI(eXplainable Artificial Intelligence) 기법 중 하나인 SHAP을 적용하여 이탈에 영향을 미치는 요인을 설명하고자 하였다. SHAP의 global explanation 기법을 사용하여 특정 고객 segmentation 에 대한 이해력을 높이고, local explanation 기법을 사용하여 개별 고객에 대한 설명과 개인화 마케팅에 적용 가능성을 제시하였다. 본 연구는 기존의 이탈 예측모델인 블랙박스 모델이 갖는 한계점을 극복하고 고객의 특성을 이해하여 실제 비즈니스에 활용 가능성을 높였다는 점에서 의의를 가진다.