• Title/Summary/Keyword: CRM Marketing

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A Study on the Database Marketing using Data Mining in the Traditional Medicine (데이터마이닝을 활용한 한방분야에서의 데이터베이스 마케팅에 대한 연구)

  • Lee Sang-Young;Lee Yun-Seok
    • Journal of the Korea Society of Computer and Information
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    • v.10 no.5 s.37
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    • pp.271-280
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    • 2005
  • This study is to elicit the factors affected on the medical examination in the tra야tional medicine using the technical method of the decision tree and characterize the Patient subject by clustering analysis technique. And to draw results from the association analysis between the form of diseases in the re-hospitalized Patient group. The obtained results were analyzed for their effect on the hospital Profits. Thus. through application of the database marketing to the data mining technique in the tradition리 medicine, the characteristics of patient clients for the objective induction of factors affected on the hospital Fronts can be identified. Practical application of the database marketing as presented in this study will bring about a fundamental efficiency of hospital management and vitalization.

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An Exploratory Study on Marketing of Financial Services Companies in Korea (한국 금융회사 마케팅 현황에 대한 탐색 연구)

  • Chun, Sung Yong
    • Asia Marketing Journal
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    • v.12 no.2
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    • pp.111-133
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    • 2010
  • Marketing financial services used to be easier. Today, the competition in financial services is fierce. Not only has the competition become more intense, financial services have also changed structurally. In an environment with various customer needs and severe competitions, the marketing in financial services industry is getting more difficult and more important than before. However, there are still not enough studies on financial services marketing in Korea whereas lots of research papers have been published frequently in some international journals. The purpose of this paper is (1)to review the literature on financial services marketing, (2)to investigate current marketing activities based on in-depth interview with financial marketing managers in Korea, and (3)to suggest some implications for future research on the financial services marketing. Financial products are not consumer products. In fact, they are not products at all in the way product marketing is usually described. Nor are they altogether like services. The financial industry operates in a unique way, and its marketing tasks are correspondingly complex. However, the literature review shows that there has been a lack of basic studies which dealt with inherent characteristics of financial services marketing compared to the research on marketing in other industries. Many studies in domestic marketing journals have so far focused only on the general customer behaviors and the special issues in some financial industries. However, for more effective financial services marketing, we have to answer following questions. Is there any difference between financial service marketing and consumer packaged goods marketing? What are the differences between the financial services marketing and other services marketing such as education and health services? Are there different ways of marketing among banks, securities firms, insurance firms, and credit card companies? In other words, we need more detailed research as well as basic studies about the financial services marketing. For example, we need concrete definitions of financial services marketing, bank marketing, securities firm marketing, and etc. It is also required to compare the characteristics of each marketing within the financial services industry. The products sold in each market have different characteristics such as duration and degree of risk-taking. It means that there are sub-categories in financial services marketing. We have to consider them in the future research on the financial services marketing. It is also necessary to study customer decision making process in the financial markets. There have been little research on how customers search and process information, compare alternatives, make final decision, and repeat their choices. Because financial services have some unique characteristics, we need different understandings in the customer behaviors compared to the behaviors in other service markets. And also considering the rapid growth in financial markets and upcoming severe competition between domestic and global financial companies, it is time to start more systematic and detailed research on financial services marketing in Korea. In the second part of this paper, I analyzed the results of in-depth interview with 20 marketing managers of financial services companies in Korea. As a result, I found that the role of marketing departments in Korean financial companies are mainly focused on the short-term activities such as sales support, promotion, and CRM data analysis although the size and history of marketing departments to some extent show a sign of maturity. Most companies established official marketing departments before 2001. Average number of employees in a marketing department is about 58. However, marketing managers in eight companies(40% of the sample) still think that the purpose of marketing is only to support and manage general sales activities. It shows that some companies have sales-oriented concept rather than marketing-oriented concept. I also found three key words which marketing managers think importantly in financial services markets. They are (1)Trust in customer relationship, (2)Brand differentiation, and (3)Rapid response to customer needs. 50% of the sample support that "Trust" is the most important key word in the financial services marketing. It is interesting that 80% of banks and securities companies think that "Trust" is the most important thing, whereas managers in credit card companies consider "Rapid response to customer needs" as the most important key word in their market. In addition, there are different problems recognition of marketing managers depending on the types of financial industries they belong to. For example, in the case of banks and insurance companies, marketing managers consider "a lack of communication with other departments" as the most serious problem. On the other hand, in the case of securities firms, "a lack of utilization of customer data" is the most serious problem. These results imply that there are different important factors for the customer satisfaction depending on the types of financial industries, and managers have to consider them when marketing financial products in more effective ways. For example, It will be necessary for marketing managers to study different important factors which affect customer satisfaction, repeat purchase, degree of risk-taking, and possibility of cross-selling according to the types of financial industries. I also suggested six hypothetical propositions for the future research.

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Method of Effective Marketing Promotion on the Mobile-Internet Environment (무선인터넷 환경에서의 효과적인 마케팅 수행 방법)

  • 노효원;김남호;차준섭
    • Proceedings of the Korea Multimedia Society Conference
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    • 2001.11a
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    • pp.336-341
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    • 2001
  • 무선인터넷 환경하에서 기업의 무선상거래의 활성화를 위해서는 제품 및 서비스에 대한 홍보가 무선인터넷을 통해서 이루어져야 한다. 즉, 해당 상품에 대한 정보를 느낄만한 사람들에게 필요한 시점에 무선 광고를 전달하기 위해서는 고도로 개인화된 마케팅에 대한 연구가 필요하다. 본 논문에서는 무선인터넷이라는 매체가 가지는 특성을 기반으로 개별화마케팅을 수행하기 위해 개인정보 취득 및 처리단계에서 데이터마이닝 기법인 연관관계와 군집모델 탐사를 통하여 고객의 관심사를 분석하고, 이를 토대로 마케팅을 수행하는 시스템을 설계하였으며, 이후 프로모션 정책수립과 마케팅 수행방안들을 제안한다. 이는 기업의 모바일 환경에서의 고객관계관리(mCRM)를 위한 솔루션 개발의 기반기술이 될 것이다.

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Grundfos Pumps Korea Inc.: Localization and Differentiation (한국그런포스펌프 (주): 마케팅활동의 현지화 및 차별화)

  • Park, Seong-Yeon;Rhee, Hong Jai;Joo, Young-Hyuck
    • Asia Marketing Journal
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    • v.8 no.3
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    • pp.101-121
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    • 2006
  • This case study explores various marketing strategies of Grundfos Pumps Korea Inc. that has become a front-runner in the industrial pump market of Korea as the enterprise that got into the business later. Grundfos Group, a multinational company with its head office in Denmark, has acknowledged diversity of each country and has granted its subsidiary companies with discretionary power so that they can establish marketing strategies suitable for the market they were competing in. Grundfos Pumps Korea has been very successful in its localization and differentiation of marketing strategies. First, Grundfos Pumps Korea achieved the trust of their customers by its high quality and consistent pricing strategies and has expanded its market very successfully with continuous product innovation and new product ideas. Second, it increased its brand awareness and recognition by brand differentiation along with the product differentiation strategy, which is exceptional in industrial market. It has conducted creative marketing activities and strategies to build brand equity and successful customer relationship management.

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Analyzing Healthcare Marketing Research Trends in Korea - Focusing on marketing strategy factors and performance factors perspectives - (국내 의료서비스 마케팅 연구 동향 분석 - 마케팅 전략 요인과 성과 요인 관점으로 -)

  • Jongjin Bae;Byungtae Park
    • Korea Journal of Hospital Management
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    • v.28 no.4
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    • pp.33-46
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    • 2023
  • Purpose: This study analyzed the research published in KCI-registered journals related to healthcare marketing for the last 27 years from 1995 to 2022 to identify academic research trends, the specificity of the healthcare field and to suggest future research directions. Methodology: A total of 213 articles were selected for this study, and a descriptive analysis of the period and journals was conducted, as well as the analysis of research topics and keywords from the perspective of marketing strategy factors and performance factors. Findings: A total of 213 articles related to healthcare marketing have been published in the last 27 years. The descriptive analysis showed a steady quantitative increase, but the STP field showed a decreasing trend, and many papers were mainly published in the Korean Journal of Hospital Management. According to the analysis of research topics and keywords, STP field will be hard to become an active research topic in the future, and even in the 7P field, only Product, People, and Process can be researched according to medical law regulations, and other factors such as PX & WOM, CRM, and the Internet fields are expected to be research topics. Implications: Through the analysis of research trends over the past 27 years, we were able to identify the specificity of the healthcare marketing field in Korea and suggest future research directions based on this.

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Customer Lifetime Value Model Using Segment-Based Survival Analysis (고객 세분화에 기반한 생존분석을 활용한 고객수명 예측 모델)

  • Chun, Heui-Ju
    • Communications for Statistical Applications and Methods
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    • v.18 no.6
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    • pp.687-696
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    • 2011
  • Customer Lifetime or Customer Lifetime Value is a essential metric of differentiated CRM marketing and differentiated marketing strategy as a company core competency. However, customer lifetime used in companies is easily obtained from a confined simple customer attrition rate at some specific time point regardless of customer characteristics. In this study, in order to overcome the constraints of previous simple methods and to make practical use of it in industries, we suggest a method that estimates a customer lifetime using a customer segment based survival analysis with the censored data of customers; in addition, we apply this method to A mobile telecom company data. A method using customer segment based survival analysis is suggested in this study 1) includes all customers having different subscription dates, 2) reduces individual error, 3) can reflect trends after the observed time point and is more realistic.

Personalized e-Commerce Recommendation System using RFM method and Association Rules (RFM 기법과 연관성 규칙을 이용한 개인화된 전자상거래 추천시스템)

  • Jin, Byeong-Woon;Cho, Young-Sung;Ryu, Keun-Ho
    • Journal of the Korea Society of Computer and Information
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    • v.15 no.12
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    • pp.227-235
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    • 2010
  • This paper proposes the recommendation system which is advanced using RFM method and Association Rules in e-Commerce. Using a implicit method which is not used user's profile for rating, it is necessary for user to keep the RFM score and Association Rules about users and items based on the whole purchased data in order to recommend the items. This proposing system is possible to advance recommendation system using RFM method and Association Rules for cross-selling, and also this system can avoid the duplicated recommendation by the cross comparison with having recommended items before. And also, it's efficient for them to build the strategy for marketing and crm(customer relationship management). It can be improved and evaluated according to the criteria of logicality through the experiment with dataset collected in a cosmetic cyber shopping mall. Finally, it is able to realize the personalized recommendation system for one to one web marketing in e-Commerce.

Current State, Problems and Promotion of Coupang

  • Seo, Jung-Hwa;Kim, Se-Jin;Youn, Myoung-Kil
    • The Journal of Economics, Marketing and Management
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    • v.6 no.1
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    • pp.1-8
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    • 2018
  • Purpose - Local social commerce market has grown up remarkably. And, Coupang has shown new delivery strategy of rocket delivery. Making new paradigm at local market, Coupang has expanded market scale. This study investigated state of local social commerce market, weight and promotion strategy of Coupang market to find out competitiveness edge of Coupang. Research design, data, and methodology - The study investigated state and concept of social commerce to find out state, problems and competitiveness of social commerce. New distribution service was short of precedent studies. Statistical analysis and experimental analysis were not used, and interview was done to investigate three of social commerce businesses. Results - CRM construction is insufficient to have poor system, Local delivery system could not be made enough at overnight delivery and customers were dissatisfied with ties with another company. Promotion shall be done by delivery system for increase of profitability, funding for more investment, chatbot to build new customer control system, and new delivery system to produce profit. Conclusions - Coupang and others have grown up rapidly to worsen profit and to jeopardize survival. Excessive initial investment has threatened the businesses, for instance, low sales of Amazon, excessive expenses, bench marking of logistics system, and others.

A Development of Customer Segmentation by Using Data Mining Technique (데이터마이닝에 의한 고객세분화 개발)

  • Jin Seo-Hoon
    • The Korean Journal of Applied Statistics
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    • v.18 no.3
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    • pp.555-565
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    • 2005
  • To Know customers is very important for the company to survive in its cut-throat competition among coimpetitors. Companies need to manage the relationship with each ana every customer, ant make each of customers as profitable as possible. CRM (Customer relationship management) has emerged as a key solution for managing the profitable relationship. In order to achieve successful CRM customer segmentation is a essential component. Clustering as a data mining technique is very useful to build data-driven segmentation. This paper is concerned with building proper customer segmentation with introducing a credit card company case. Customer segmentation was built based only on transaction data which cattle from customer's activities. Two-step clustering approach which consists of k-means clustering and agglomerative clustering was applied for building a customer segmentation.

A Study on Customer Characteristics in B2B Transactions Using Three-dimensional Positioning Map and Web-shape Customer Needs Analysis (B2B 거래에서 3차원 포지셔닝 맵과 웹 모양 고객 니즈 분석을 통한 고객 특성 연구)

  • Park, Chan-Ju;Park, Yunsun;Kim, Chang-Ouk;Joo, Sang-ho;Kim, Sun-il
    • Journal of Korean Institute of Industrial Engineers
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    • v.28 no.3
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    • pp.274-282
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    • 2002
  • This paper discusses a multi-dimensional analysis for Customer Relationship Management (CRM). For this, We propose a decision-making methodology which employs three analysis models. The first model is a three-dimension positioning map to derive a strategy which achieves the Process Value Line (PVL). The second model is the web-shape analysis model to visibly understand the individual based on the customer CSI (Customer Satisfactory Index) data. The third model which supports the web-shape analysis model, is the relative satisfactory analysis model. It considers a satisfaction level after purchasing against before purchasing. Then we perform overall analysis based on the three analysis models to provide marketing strategies to decision makers.