• Title/Summary/Keyword: 고객수

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A Probabilistic Tracking Mechanism for Luxury Purchase Implemented by Hidden Markov Model, Bayesian Inference, Customer Satisfaction and Net Promoter Score (고객만족, NPS, Bayesian Inference 및 Hidden Markov Model로 구현하는 명품구매에 관한 확률적 추적 메카니즘)

  • Hwang, Sun Ju;Rhee, Jung Soo
    • Journal of Korea Society of Industrial Information Systems
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    • v.23 no.6
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    • pp.79-94
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    • 2018
  • The purpose of this study is to specify a probabilistic tracking mechanism for customer luxury purchase implemented by hidden Markov model, Bayesian inference, customer satisfaction and net promoter score. In this paper, we have designed a probabilistic model based on customer's actual data containing purchase or non-purchase states by tracking the SPC chain : customer satisfaction -> customer referral -> purchase/non-purchase. By applying hidden Markov model and Viterbi algorithm to marketing theory, we have developed the statistical model related to probability theories and have found the best purchase pattern scenario from customer's purchase records.

A Study of the Organizational Factors of Knowledge Management, CRM System Factors, and Trust for CRM Performances (지식경영의 조직요인, CRM의 시스템요인, 신뢰가 CRM의 성과에 미치는 영향에 관한 연구)

  • Lee, Hyun-Soo;Suh, Yung-Ho
    • Information Systems Review
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    • v.5 no.1
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    • pp.113-127
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    • 2003
  • In recent studies, there has been much interest in knowledge sharing between the company and customer. Yet, there is little empirical work on the impact of the factors on CRM performances. The purpose of this study is empirically analyzing the effects of organizational factors of knowledge management, CRM system factors, and trust on CRM performances. The findings indicate that 3 factors (knowledge-oriented organizational culture/characteristic, technical systems, trust) are significantly related to CRM performances. However, the relationships between other factors (knowledge-oriented leadership, knowledge-oriented strategy, education & reward) and CRM performances are not significant.

A Study of Relation with Hospital Customer Satisfaction and Quality of Service (병원 고객만족과 서비스품질과의 관계에 관한 연구)

  • Kim, Dong-il
    • Proceedings of the Korea Contents Association Conference
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    • 2010.05a
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    • pp.247-249
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    • 2010
  • This study focused on hospital quality of service to the customer service center into contact with the contents of the results were comprehensive evaluation. In this study, a variable that is committed, the hospital service quality and customer satisfaction, and relationships about reuse of the hospital, the hospital's strategic management could be because of the foundation. The study quality of hospital services and patient satisfaction, and reuse of the impact of the relationship between the quality of service in the hospital, the customet satisfaction, very significant according to the reuse of. A customer-centric future, these results provide guidelines for hospital management can be applied to further strengthen competitiveness are expected.

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Security Management Model for Protecting Personal Information for the Customer Contact Center (컨택센터의 고객 개인정보 보호 모델)

  • Kwon, Young-Kwan;Youm, Heung-Youl
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.19 no.2
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    • pp.117-125
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    • 2009
  • In this paper, we analyze the Contact Center's specific-security characteristics, including the threat model and weakness and study effective security measures focussing on protecting customer's personal information. Also, we establish the information security management system to reduce the possibility of information leakage from the internal employee in advance. As a result, we propose the "Security management model for protecting personal information for customer Contact Center" that complies with current ISO/IEC JTC 1 ISMS 27000 series standards.

The Strategic Management of Customer Participation in Internet Environments (인터넷 환경에서 고객참여의 전략적 활용에 관한 연구)

  • Yang, Suk-Joon;Lee, Eun-Young
    • Korean Business Review
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    • v.18 no.1
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    • pp.81-108
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    • 2005
  • Recent market environment shows a new relationship between customer and company, which you could not observe in the past. Customers now are used to various benefits through the participation of marketing process. It is no wonder that customers visit company web site, gather a lot of information about the product on the website, and express their satisfaction and opinions about the product. Furthermore, these activities are being made ubiquitously. Despite the fact there are a lot of customer participation in the Internet environment, Customers Participation has been given little attention in the academic literature. This study explores the effect of the properties of Internet infra on customers participation. The implications of this study are as follows. First, by reviewing the literature on the performance and process of customers participation in the marketing activities, this study identifies why customers did not participate in the marketing activities under non-Internet environment. Second, this study identifies the properties of Internet infra influencing customers informative participation. Third, we suggest some managerial strategies for enhancing the performance of a company by customer participation. Consequently, we suggest managerial implications for completely different marketing strategies in response to customers participation in the marketing activities under the digital environment.

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Service Failure Recovery Strategies through Human Service Capability: A Case Study of Airline Cabin Service (인적서비스 역량을 통한 항공객실서비스 실패 회복 전략 방안)

  • Kim, Yoon-Jin
    • Journal of Korea Society of Industrial Information Systems
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    • v.23 no.5
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    • pp.145-157
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    • 2018
  • The purpose of this study is to explore ways of service recovery and procedures through the service failure cases depending on the employee capacity that leads to improving quality of the airline cabin service. This study was tested using the failure case of airline in korea. Since interrupting and discontinuing of customer service affect customer defections, customer satisfaction must quickly respond to the service's error situation. The service of the cabin crew is closely related to the customer's evaluation, the direct connection. Customer's objectives are to meet employee needs for service recovery and to recognize and analyze customer perceptions of human resources services, restore customer expectations and maintain contracts with customers. Therefore, this study proposes a set of strategies for effectively preventing and responding to customer related service failure in the airline cabin service.

Effects of Technology-Based Self-Service (TBSS) Ordering and Delivery Service on Customer Satisfaction and Repurchasing Decision (TBSS를 이용한 주문, 배송서비스가 고객만족도 및 재구매 의도에 미치는 영향)

  • Park, Kwan-Soo;Choi, Hwa-Yeol
    • Management & Information Systems Review
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    • v.31 no.4
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    • pp.309-337
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    • 2012
  • This study aims to suggest theoretical models and background for the analysis of antecedent factors such as customer satisfaction and repurchasing decision by use of Technology-Based Self-Service (TBSS) delivery service. Specifically, the study have focused on the analysis that after the values of customer satisfaction and repurchasing decision were transformed into the values of Cost-Benefit analysis and then compared with the values of result benefits, process benefits, financial costs and non-financial costs. After analysis, it was found that ordering and delivery service by use of TBSS has a positive influence on customer satisfaction in terms of result benefits, process benefits, time savings and financial cost savings. In addition, it was confirmed that sub-category of customer satisfaction such as overall satisfaction, satisfaction for expectations, satisfaction for ideals has also a positive impact on repurchasing decision. It is expected that the results of this study will help analyze the customer satisfaction and repurchasing decision and provide a practical help for a business.

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GPS와 GIS를 이용한 웹 기반 물류 모니터링 시스템

  • 양종윤;안충현;김경옥
    • Proceedings of the CALSEC Conference
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    • 1999.11a
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    • pp.151-156
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    • 1999
  • 물류관리는 기술의 발전과 깊은 관련을 맺고 있다. 정보처리 전산화 및 자동화된 물류설비의 발전은 개별기업의 물류활동을 더욱 원할 하게 수행할 수 있도록 해 주고 있다. 특히 한창 피어나고 있는 전자상거래는 기존의 상품구매과 정과는 달리 원거리에서 인터넷을 통하여 주문이 되기 때문에 기업은 전자상거래 환경에 맞는 대 고객서비스 방향 설정과 물류활동을 새로운 차원에서 관리해야 할 것이다 최근 CALS와 더불어 최종 고객의 요구를 충족시키기 위하여 공급자에서 부터 최종 고객에게 이르기까지의 공급체계(Supply Chain)내의 각 기업간에 긴밀한 협조를 통해 공급체계 전체 물류의 최적화를 위한 공금체계관리(Supply Chain Management)에 대한 관심이 커지고 있다. 하지만 여전히 사용자의 요구에 부응하는 서비스가 제대로 이루어지지 않는 상황에서 지속적인 성장을 위해서는 전자상거래 쇼핑몰은 택배 회사와 연계하여 GPS등의 기술을 이용한 화물운송정보체계(CVO : Commercialvehicleoperationsystem)를 활용하여 공동배달정보망을 추축해서, 배달추적이 가능하고 신속 정확한 수배송계획을 효율적으로 처리하도록 해야 할 것이다. 이러한 토다 나은 서비스를 위해 본 논문에서는 GPS, GIS를 연계한 물류 모니터링 시스템의 프로토타입에 대하여 설명한다 개발한 프로토타입은 GIS와 GPS를 바탕으로 이동체와 무선 데이터 통신을 이용하여 이동체의 위치를 센터에서 관리학 수 있도록 한 시스템이다. 또한 자바를 기반으로 개발되어 고객이 웹을 통해 자신의 물건의 위치를 파악 할 수 있는 서비스를 제공할 수 있다. 전자상거래가 활성화됨에 따라 고객은 원거리에서 인터넷으로 주문처리하고, 신속 안전한 배달을 기대한다. 더불어 고객은 현재 자신의 물건이 배달되는 경로를 알고싶어 한다. 웹을 통해 물건을 주문한 고객이 자신이 물건의 배달 상황을 웹에서 모니터링 한다면 기업은 고객으로 공간적인 제약으로 인한 불신을 불식시키는 신뢰감을 주게 된다. 이러한 고객서비스 향상과 물류비용 절감은 사이버 쇼핑몰이 전국 어디서나 우리의 안방에서 자연스럽게 점할 수 있는 상황을 만들 것이다.

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Can Generative AI Replace Human Managers? The Effects of Auto-generated Manager Responses on Customers (생성형 AI는 인간 관리자를 대체할 수 있는가? 자동 생성된 관리자 응답이 고객에 미치는 영향)

  • Yeeun Park;Hyunchul Ahn
    • Knowledge Management Research
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    • v.24 no.4
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    • pp.153-176
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    • 2023
  • Generative AI, especially conversational AI like ChatGPT, has recently gained traction as a technological alternative for automating customer service. However, there is still a lack of research on whether current generative AI technologies can effectively replace traditional human managers in customer service automation, and whether they are advantageous in some situations and disadvantageous in others, depending on the conditions and environment. To answer the question, "Can generative AI replace human managers in customer service activities?", this study conducted experiments and surveys on customer online reviews of a food delivery platform. We applied the perspective of the elaboration likelihood model to generate hypotheses about whether there is a difference between positive and negative online reviews, and analyzed whether the hypotheses were supported. The analysis results indicate that for positive reviews, generative AI can effectively replace human managers. However, for negative reviews, complete replacement is challenging, and human managerial intervention is considered more desirable. The results of this study can provide valuable practical insights for organizations looking to automate customer service using generative AI.

Information Service by Customer Property Analysis using the Markov Model in the CRM (CRM에서 마코프 모델을 이용한 고객 성향분석에 따른 정보제공)

  • 김홍주;이태경;서영호
    • Proceedings of the Korea Multimedia Society Conference
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    • 2001.06a
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    • pp.533-536
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    • 2001
  • CRM에서 고객에 대한 10g등의 고객 정보를 통해 효율적인 서비스의 필요성이 강조되고 있다. 기존의 서비스는 대상 고객의 관심도와 성향 분석을 통한 것이라기 보다는 무조건적으로 제공되는 구체이고 체계적인 지식이 결여된 상태이므로 고개의 요구에 정확한 정보의 제공이 어려웠다. 그러므로, 본 논문에서는 고객이 원하는 정보를 정확하게 제공하기 위해 고객이 필요한 정보를 자동적으로 수집, 분류할 수 있는 마코브 모델을 통해서 통계와 분석을 수행하여 고객 정보의 분류와 획득에 의한 정보 서비스를 제공하고자 한다.

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