• Proceedings of the Korea Information Processing Society Conference
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• 2000.10a
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• pp.47-50
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• 2000

최근 들어 인터넷 쇼핑몰의 활성화로 인한 고객의 행동 패턴 분석의 필요성이 증가하고 있다. 본 논문에서는 고객의 행동 패턴 분석 방법 중의 하나로 데이터마이닝 기법을 이용한 웹 로그 분석을 소개한다. 웹 로그에는 고객의 접근 시간, 접근한 웹 페이지, 접근 시 사용한 브라우저 등 많은 정보가 포함되어 있는데, 마이닝 기법을 적용하기 위해서는 우리에게 필요한 정보만을 추출하고 적용하기 편리한 형태로 변환해야 한다. 본 논문에서는 마이닝 기법을 적용하기 위해 필요한 정보를 추출하고 적절한 형태로 변환하는 작업을 수행하는 전처리기의 설계를 제안한다. 본 논문에서 제안하는 전처리기로 구축된 트랜잭션을 통하여 원하는 항목과 범위에 대해서 연관 규칙을 얻을 수 있다.

• Journal of Service Research and Studies
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• v.14 no.2
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• pp.158-177
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• 2024

This paper proposes and tests a theoretical model of the relational link between a novel form of customer-perceived fairness for a reward design (distributive peer justice climate) and C2C helping intention via community identification and online C2C interaction (friend-, neighboring customer-, audience-interaction) qualities in a collective consumption context (MMORPG). To test hypotheses, we amassed survey data within a collective consumption context (massively multiplayer online role-playing games, MMORPGs). We used structural equation modeling in analyzing the survey data. The results reveal that user-perceived distributive peer justice climate for a reward design enhances their C2C helping intention via community identification and C2C interactions in MMORPG contexts. Collective consumption-type service managers should focus on promoting the user-perceived distributive peer justice climate for their reward system to enhance users' present C2C co-creation experience (community identification, C2C interaction) and future C2C co-creation behavior (helping intention). By adopting an intra-unit level distributive justice concept (customer-perceived distributive peer justice climate) to a reward design in a collective consumption context (MMORPGs), this study informed collective consumption-type service managers of the importance of its management.

• Culinary science and hospitality research
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• v.16 no.3
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• pp.51-65
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• 2010

This study attempts to examine how the perception of risk and customer satisfaction influence the intention to recommend when selecting a Korean restaurant. 257 copies of the questionnaire for the Chinese students studying in Daegu and Gyeongsangbuk-do are analyzed. Three hypotheses were established and the results are as follows. First, as a result of difference analysis about perception of risk depending on dining types, there are significant differences in all factors of preception of risk partially. Second, as a result of difference analysis of customer behavior depending on dining types, there are significant differences between revisit intention and recommendation intention, and dining motivation and preferred Korean menu. Third, the effects of 6 factors of perception of risk on customer behavior are analyzed, and there are decreased customer satisfaction as the customers perceive financial and psychological crisis highly.

• Journal of Service Research and Studies
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• v.9 no.4
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• pp.81-95
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• 2019

The concept of customer satisfaction is very important issue in the service firms. All service firms should delight theirs customers? Which service contexts creating customer delight results in better positive performance? This study is to examine the moderating effect of service type on the customer delight-behavioral intention relationship. Data from consumers across two distinct service contexts (retail banks and upscale restaurants) were obtained. Using the multiple moderating regression analysis, the proposed hypotheses in this study were tested. The results reveal that customer delight had a greater positive impact on both revisit and referral intention in the hedonic service than the utilitarian service. This study suggests specific service contexts where customer delight strategies generate better desirable results. The customer delight strategy is able to be applied in both hedonic and utilitarian services, but it is more effective to lead customer loyalty in the hedonic service than utilitarian services. Service firms need a strategic approach to customer satisfaction strategies. This study provide strategic implications for service firms to efficiently manage and allocate resources, and can help them in making decisions about establishing and implementing customer satisfaction strategies.

• Journal of Advanced Navigation Technology
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• v.13 no.4
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• pp.566-576
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• 2009

The primary purpose of this study is not only to understand the concept of event service quality but also to identify the service experimental factor for the better measure of sales promotion event service quality. The major findings from the study were as follows: There was difference influence power in event service quality, the experimental factor is more important than prior service quality factors such as reliability, assurance, tangibles, empathy and responsiveness. Also, customer's satisfaction was influenced by their behavioral intention such as overall reusing intention and recommendation intention. In conclusion, this study is especially meaningful that experimental factor is more important than prior service quality factors and will help the airline marketing staff in charge to build up their strategy for maintaining customer. And it is hoped that this study has been helpful to comprehend relationship among the service quality factor that have strong effects on increasing airline's profitability.

• Journal of the Korea Convergence Society
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• v.12 no.10
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• pp.287-294
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• 2021

This research is a research on the convergence of beauty marketing businesses to find out the impact of omnichannel in the beauty industry on consumer behavior. The target was 299 copies of the self-answer questionnaire for male and female in their 20s-30s living in Seoul, using the SPSS21.0 program to analyze frequency, explore factors, correlation, and multiple regression analysis. According to the study, Omnichannels were related to consumer behavior, and the sub factors of Omni channels could be divided into exposure, benefits, review, reservation, and convenience. All sub-elements of Omni channels, except exposure, have a positive impact on customer satisfaction during consumer behavior, and all sub-elements of Omni channels have a positive impact on reuse intent during consumer behavior. Customer satisfaction has been shown to have a positive impact on reuse intentions. Therefore, it will provide good feedback for revitalizing the beauty industry. Therefore, research on omnichannel marketing strategies and activation of beauty platform are needed.

• Journal of the Korean Applied Science and Technology
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• v.39 no.2
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• pp.233-245
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• 2022

The purpose of this study is to investigate the psychological well-being of Pilates class participants and their intention to continue exercising by examining the passion for leisure of Pilates participants who continue to exercise while taking risks during COVID-19 pandemic. The subjects were 285 Pilates participants. For data processing, SPSS 21.0 and AMOS 18.0 were used, and frequency analysis, reliability analysis, confirmatory factor analysis, and correlation analysis were conducted. In addition, path analysis was SEM and the bootstrapping method was used to examine the mediating effect of psychological well-being in the relationship between the passion for leisure and intention to continue exercising. First, passionate behavior had a positive effect on psychological well-being. Second, passionate behavior had a positive effect on exercise continuity. Third, psychological well-being had a positive effect on exercise continuity. Fourth, psychological well-being played a partial mediating role in the relationship between passionate behavior and exercise continuity.

• Proceedings of the Korea Contents Association Conference
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• 2012.05a
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• pp.211-212
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• 2012

과거의 공항은 공공성에 중심을 두었다면 현재는 상업성에 중심을 둔 공항의 개념으로 변모해 가고 있다. 이에 전 세계 공항들은 경쟁에서 살아남기 위해 수익창출에 노력을 기울이고 있다. 현재 세계 공항들은 경쟁에서 살아남기 위해 항공수익이 아닌 비항공수익을 통해 이익을 창출하고 있다. 비항공수익인 공항면세점의 비중은 점점 커지고 있으나, 국내외로 공항면세점에 대한 연구가 그리 활발하게 이루어지지 않고 있다. 본 연구는 공항면세점의 현황을 파악하고, 단기간 마케팅 전략인 판매촉진을 활용하여 공항면세점을 활성화 시키고자 한다. 본 연구를 수행하기 위해 먼저 공항면세점에서 이용 가능한 판매촉진 유형에 대해 개념 정의를 내려 고객만족에 미치는 영향을 살핀 후 행동의도까지의 관계를 중심으로 살펴보았다. 의미 있는 변수들을 추출한 후 분석결과를 토대로 마케팅 시사점을 파악하고 향후 고객행동의 추세 및 변화를 반영하여 공항면세점의 운영 자료로서 활용되고자 하는 것이 궁극적인 목적이다. 공항면세점 이용객 표본으로 선정하여 설문조사를 실시한 후 이용객이 지각하는 판매촉진이 고객만족에 어떻게 영향을 미치는가, 그 결과 행동의도에는 어떠한 영향을 미치는 가를 AMOS 18.0을 활용하여 실증적으로 분석하고자 한다.

• Proceedings of the Korea Inteligent Information System Society Conference
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• 2001.06a
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• pp.261-281
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• 2001

IMF이후로 우리나라의 은행들은 현재 큰 구조조정을 맞이하고 있으며 이 속에서 살아남기 위하여 기존의 고객의 유형을 분석하고 이를 마케팅 전략에 활용하는 연구의 필요성이 높아지고 있다. 기존의 만은 연구들이 은행 고객들의 유형을 설문지 분석방법에 의존하여 몇 개의 군집으로 분류하고 이들의 집단 및 특성을 연구하였다 하지만 설문데이터의 경우 고객들의 실제적인 행동이 반영되지 못하는 한계점을 가지고 있다. 이에 본 연구에서는 C은행의 실제 고객 자료를 통하여 다양한 데이터마이닝 기법을 적용하여 고객을 세분화한 다음 고객이 가계성예금을 해지하고 다른 은행으로 이탈하는 집단의 특성을 분류하고 규칙을 도출하였다. 또한 이들을 관리하는 전략을 제시하였다.

• Proceedings of the Korea Information Processing Society Conference
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• 2001.04a
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• pp.15-18
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• 2001

개별화 웹 마케팅은 본질적으로 고객지향의 패러다임이다. 즉, 개별 고객의 특수한 니즈를 개별적으로 파악해서 각각의 고객에게 차별화된 서비스를 제공하는 것이 그 핵심이다. 웹 서버의 고객이 접근한 상품의 로그파일에 데이터마이닝의 연관규칙 기술을 이용하게 되면 고객행동 패턴의 파악 및 예측을 위한 기법으로 활용할 수 있다. 본 연구에서는 웹 사용자의 교차 판매를 위한 원투원 마케팅에 필요한 접근패턴을 분석하고자 하며, 이는 고객의 상품에 대한 접근이 기록된 액세스 로그 데이터베이스의 분석을 통하여 이루어진다. 이들 데이터 처리와 교차판매 지원을 위한 데이터마이닝 모델링, 이를 통한 원투원 마케팅 모델 제시, 그리고 이의 활용이 고객관계관리(eCRM)에 미치는 효과를 제시한다.