• Proceedings of the Korean Information Science Society Conference
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• 2005.07b
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• pp.97-99
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• 2005

전력산업이 전력회사 중심에서 고객 중심의 비즈니스 서비스로 변함에 따라 고객의 요구 충족을 위한 고기능 전력정보서비스 제공의 필요성이 점차적으로 증대되고 또한 데이터 중심에서 정보, 지식 등 특화된 분석정보 제공은 필수불가결한 요소가 되고 있다. 따라서 효율적 활용과 공용을 전제로 검침데이터에 대한 실시간 처리와 효율적 통합관리기술이 필요하다 하겠다. 본 논문은 전력산업 부가가치를 높일 수 있는 무한한 잠재력을 지닌 전략적 자산으로서 검침데이터에 대한 정확한 처리와 효율적 지원으로 고객서비스의 질을 한 차원 높이는 동기를 마련하는 한편, 검침데이터의 활용과 이용효율성을 극대화하는 방안을 제시하며, 현재 적극적으로 추진되고 있는 전력부가서비스 산업의 활성화에 효과적으로 이용될 것으로 기대한다.

• Journal of the Economic Geographical Society of Korea
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• v.18 no.4
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• pp.431-449
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• 2015

Motivated by the finding that place names are highly capable of acting as one of the most conspicuous brands in the economy, this study has explored the essential nature of the brand value of place names and has suggested possible methodology to evaluate this value. As the place name brand has multidimensional elements mirroring the attributes of place, its understanding should be framed in terms both of users of place names as a subject and of place as an object. In order to evaluate the brand value of place names, the possibility of adopting the concept of customer-based brand equity, which is centered on the perception and assessment of customers, has been reviewed and more detailed items of evaluation have been addressed. A few future research topics are suggested: the nature of brand value; its relevance to place identity; the influence of place marketing; the significance of exposing place names to the public; the effect of geographic indication on brand value; delineating the spatial boundary of geographic indication items.

• Fashion & Textile Research Journal
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• v.18 no.6
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• pp.800-811
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• 2016

This study aims to extract the multi-channel attributes of Dongdaemun-based fashion brands and consider the effects of these attributes on customer equity, customer satisfaction and re-purchase intention. In total, 493 samples of those who have purchased Dongdaemun-based fashion brand products using multi-channels were collected for the final data analysis, which was performed using SPSS 21.0 and AMOS 18.0. The findings of study are as follows. Among the multi-channel attributes of Dongdaemun-based fashion brands, entertainment and informativeness had a significant effect on all customer equity drivers. In terms of the effects of customer equity drivers on customer satisfaction and re-purchase intention, all customer equity drivers significantly influenced customer satisfaction, while brand equity significantly influenced re-purchase intention. Also, customer satisfaction significantly affected re-purchase intention. In the effective relationship between customer equity drivers and CLV, brand equity causes a significant influence on CLV amongst the customer equity drivers. There were significant differences among groups following the multi-channel shopping orientation of consumers. This study is significant for its scientific focus on the distribution channels of Dongdaemun, and in terms of the practical aspect of identifying the multi-channel attributes considered to be important to consumers. Measuring customer equity will suggest implications about the long-term direction of the development of Dongdaemun-based fashion brands.

• Journal of Digital Contents Society
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• v.15 no.2
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• pp.219-225
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• 2014

Competition between corporations is getting more intense, so they need customer feedback in order to fulfill an effective management. Recently, SNS (Social Network Service) such as Twitter and Facebook has grown dramatically because of smart phones. Social media like Twitter and Facebook let customers to express their needs, and using big data such as data on SNS is a very effective method for getting customer's feedback. Collecting and analyzing social big data are operated by Buzz monitoring system. This research suggests how to utilize big data for getting customer's feedback on hotel CRM(Customer Relationship Management), which considers customer itself as asset of business. This paper demonstrates the research of buzz monitoring system that analyzes big data, and presents results of hotel customer reputation using buzz monitoring system. It would analyze the result from the hotel customer reputation, and research the implication in this paper.

• Journal of Applied Tourism Food and Beverage Management and Research
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• v.12 no.2
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• pp.121-132
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• 2001

우리가 어떠한 상황에서 불안해진다는 것은 다가올 미래에 대해 확실하게 준비할 수 없다는 사실에 근거합니다. 수많은 선각자와 학자들은 모두들 이러한 불확실성으로 인한 위험 요소들을 확실하게 밝히고자하며 이로 인해 우리로 하여금 더욱 과학적으로 상황을 대처하고 극복하게 하려 합니다. 아시아 지역의 호텔관광시장에 대해 이곳에서 논의되는 것은 과거와 현재 그리고 미래를 넘나들며 현재 이 시장에서 벌어지는 새로운 경향을 파악하고 파악된 자료를 통해 도전과 위험요소를 인지케하는 내용들입니다. 과거는 현재의 원인이 될 수 있고 과거의 흔적은 내일의 같은 형태의 현상이 될 수 있다고 보기에 우리는 미래의 시장을 예측하려 할 때 과거를 검증하고 현재를 숙독해야 하는 것입니다. 과거 속에서 우리는 한때 우리 시장의 고객들이 사회적 성공의 표시로 여행을 즐겼으며, 그것이 전쟁 등과 같은 힘든 시절을 보내면서 휴식과 교육을 목표로 여행을 즐기던 시절이 있었고, 이것이 다시 최근에 들어 고객들의 자기충족과 자아실현의 방법으로 여행을 즐기고 있음을 감지할 수 있습니다. 이러한 경향들의 연장선상에서 우리의 호텔시장은 호텔이 고도로 품격화된 개인적인 서비스를 제공하게 될 것이고, 발달된 정보기술력으로 인해 편리하게 자산관리를 할 수 있고, 쉽게 접근이 가능한 투자자본으로 인해 소유주의 형태가 다국적으로 다각화되는 결과를 낳게 될 것이고, 수많은 패턴들이 존재하지만 기술력의 혁신으로 인해 이를 통한 새로운 상품과 서비스의 개발이 가장 두드러지는 시장이 될 것이 분명합니다. 관광시장에서는 크게 두 영역으로 분리해서 본다면, 하나는 새로운 형태의 고객이고 또 하나는 관광이란 것이 거리를 요하는 것이기에 이를 극복하고자 하는 기술력을 동원한 새로운 형태의 관광체험이라 할 수 있습니다. 새로운 형태의 고객은 보다 자유롭고 의사표현이 열려있는 고객이며 이들은 각자의 자아실현과 충족을 위해 끊임없이 새로운 여행 목적지를 찾는 고객이며, 복잡하지 않고 단순한 형태의 상품과 서비스를 요하며 그들은 또한 시작에서 마무리까지 완성된 서비스를 추구하는 고객이 될 것입니다. 거리를 초월하는 기술력의 발달로 고객은 원거리에서 자기자신의 여행 진행 전부를 쉽게 컨트롤 할 수 있게 되고 특히 가상 현실실현에 대한 기술력은 멀리서도 원거리의 여행 체험을 실제와 버금가게, 그리고 현실에서 겪어야 하는 일체의 장애 없이 체득할 수 있게되는 상황을 고객 앞에 내놓게 될 것입니다. 우리는 지금 새로이 중흥하려 노력하는 아시아의 주요 국가의 호텔관광산업을 의미 있게 짚어보고 내일을 함께 준비하고 있습니다. 여기에 논의되어진 이슈가 아니더라도 우리는 그것들을 새로운 시각에서 검증하고 분석하여 새로이 전개되는 미래의 아시아 호텔관광산업을 함께 준비해야 할 줄 믿습니다.

• Journal of Distribution Research
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• v.17 no.2
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• pp.29-62
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• 2012

As distribution environment is changing rapidly and competition is more intensive in the channel of distribution, the importance of retailer image and retailer equity is increasing as a different competitive advantages. Also, consumers are not functionally oriented and that their behavior is significantly affected by the symbols such as retailer image which identify retailer in the market place. That is, consumers do not choose products or retailers for their material utilities but consume the symbolic meaning of those products or retailers as expressed in their self images. The concept of self-image congruence has been utilized by marketers and researchers as an aid in better understanding how consumers identify themselves with the brands they buy and the retailer they patronize. Although self-image congruity theory has been tested across many product categories, the theory has not been tested extensively in the retailing. Therefore, this study attempts to investigate the impact of self image congruence between retailer image and self image of consumer on retailer equity such as retailer awareness, retailer association, perceived retailer quality, and retailer loyalty. The purpose of this study is to find out whether retailer-self image congruence can be a new antecedent of retailer equity. In addition, this study tries to examine how four-dimensional retailer equity constructs (retailer awareness, retailer association, perceived retailer quality, and retailer loyalty) affect customers' repatronage intention. For this study, data were gathered by survey and analyzed by structural equation modeling. The sample size in the present study was 254. The reliability of the all seven dimensions was estimated with Cronbach's alpha, composite reliability values and average variance extracted values. We determined whether the measurement model supports the convergent validity and discriminant validity by Exploratory factor analysis and Confirmatory Factor Analysis. For each pair of constructs, the square root of the average variance extracted values exceeded their correlations, thus supporting the discriminant validity of the constructs. Hypotheses were tested using the AMOS 18.0. As expected, the image congruence hypotheses were supported. The greater the degree of congruence between retailer image and self-image, the more favorable were consumers' retailer evaluations. The all two retailer-self image congruence (actual self-image congruence and ideal self-image congruence) affected customer based retailer equity. This result means that retailer-self image congruence is important cue for customers to estimate retailer equity. In other words, consumers are often more likely to prefer products and retail stores that have images similar to their own self-image. Especially, it appeared that effect for the ideal self-image congruence was consistently larger than the actual self-image congruence on the retailer equity. The results mean that consumers prefer or search for stores that have images compatible with consumer's perception of ideal-self. In addition, this study revealed that customers' estimations toward customer based retailer equity affected the repatronage intention. The results showed that all four dimensions (retailer awareness, retailer association, perceived retailer quality, and retailer loyalty) had positive effect on the repatronage intention. That is, management and investment to improve image congruence between retailer and consumers' self make customers' positive evaluation of retailer equity, and then the positive customer based retailer equity can enhance the repatonage intention. And to conclude, retailer's image management is an important part of successful retailer performance management, and the retailer-self image congruence is an important antecedent of retailer equity. Therefore, it is more important to develop and improve retailer's image similar to consumers' image. Given the pressure to provide increased image congruence, it is not surprising that retailers have made significant investments in enhancing the fit between retailer image and self image of consumer. The enhancing such self-image congruence may allow marketers to target customers who may be influenced by image appeals in advertising.

• Journal of Distribution Science
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• v.8 no.2
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• pp.13-22
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• 2010

Customer Relationship Management(CRM) paradigm has emerged that suggests organizations will be more successfully if they concentrate on obtaining and maintaining a share of each customer rather than a share of the entire market, with information technology(IT) being the enabling factor. This paper presents five key elements that provide the necessary steps that allow and organization to position its people, business process, and information system to establish and take advantage of this paradigm. The key elements are : (1) IT investment, (2) Website application, (3) IT System application, (4) Communication strategies, (5) CRM Performance. The results show that IT investment, IT system application, and Website application play a vital role in enhancing an Organizational Communication. Also, the results show that IT investment, IT system application, Website application, and Organizational Communication play a vital role in enhancing an organization's performance of customer relationship management. Further, this paper discusses the importance of integrating these four elements for achieving effective customer interaction. The author provides academical and managerial implication for business strategies.

• The Journal of Bigdata
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• v.5 no.2
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• pp.215-229
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• 2020

The interest in machine learning is growing in all industries, but it is difficult to apply it to real-world tasks because of inexplicability. This paper introduces a case of developing a financial customer churn prediction model for a securities company, and introduces the research results on an attempt to develop a machine learning model that can be explained using the SHAP Value methodology and derivation of interpretability. In this study, a total of six customer churn models are compared and analyzed, and the cause of customer churn is inferred through the classification and data analysis of SHAP Value and the type of customer asset change. Based on the results of this study, it would be possible to use it as a basis for comprehensive judgment, such as using the Value of the deviation prediction result that can infer the cause of the marketing manager's actual customer marketing in the future and establishing a target marketing strategy for each customer.

• Journal of the Korean Society of Clothing and Textiles
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• v.37 no.7
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• pp.935-951
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• 2013

The recent entry and heated competition of numerous fashion brands in the luxury fashion market have all compelled luxury businesses to change. The issue of brand equity has emerged as one of the most critical areas for luxury marketing management. Despite strong interest in the subject, there is little evidence of how brand equity is created by marketing activities and what their effects are. This study identifies the effects of luxury marketing activities on the brand equity of luxury items, utilizing Keller's (2001) 'CBBE (Customer Based Brand Equity) Model' as a theoretical framework. Based on literature review, a conceptual model for brand signature, heritage, premium price, controlled distribution, and promotion on customers' view on brand equity was tested. To test the hypothesized building paths of luxury brand equity, statistical analysis were performed with an AMOS 7.0 program using a confirmatory factor analysis and structural equation model. The results were: First, luxury brand equity was defined in terms of four components (brand awareness/association, customer judgment, customer feeling, and customer-brand resonance). Second, the proposed conceptual framework of this study was partially significant. We can provide an effectiveness of Keller's CBBE model to conceptualize the building process of luxury brand equity; subsequently, marketers should develop core elements to position a brand strategy to create a competitive advantage.

• The Research Journal of the Costume Culture
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• v.10 no.6
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• pp.680-696
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• 2002

The aim of this study was to identify the components of customer-based fashion brand equity which was built from customers´perception to equity. As a method, both literature review and empirical research were made. This study performed in three stages from May to November in 2001. In the exploratory step. focus-group interview was conducted 5 times for gathering responses related to fashion brand equity, and free association test of 17 respondents was additionally conducted. In pilot study, 40 university students were surveyed and the data were analyzed in order to identify the components of fashion brand equity and to develop questionnaire. In the main research, 905 university students evaluated fashion brand equity in order to analyze the components of fashion brand equity in customers´perception. Statistical analyses were performed with SAS program using factor analysis, cronbach´α, frequency, and mean. The results of this study was as fellows. First, fashion brand equity was defined in terms of four components; customer-brand resonance, brand imagery/customer feeling, brand performance/customer judgment and brand awareness. Second, fashion brand equity was multi-dimensional brand attitude, which could be measured by 29 variables that were different from uni-dimensional evaluation of previous studies.