• Title/Summary/Keyword: Customer Relationship

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Web Cogmulator : The Web Design Simulator Using Fuzzy Cognitive Map (Web Cogmulator : 퍼지 인식도를 이용한 웹 디자인 시뮬레이터에 관한 연구)

  • 이건창;정남호;조형래
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 2000.04a
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    • pp.357-364
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    • 2000
  • 기존의 웹 디자인은 웹이라는 매체의 특성 상 디자인적인 요소가 매우 중요함에도 불구하고 디자인은 위한 구체적인 방법론이 미약하다. 특히, 많은 소비자들을 유인하고 구매를 촉발시켜야 하는 인터넷 쇼핑몰의 경우에는 더욱 더 그럼하에도 불구하고 이를 위한 전략적인 방법론이 부족하다. 즉, 기존 연구들은 제품의 다양성, 서비스, 촉진, 항해량, 편리성, 사용자 인터페이스 등이 중요하다고 하였지만 실제 인터넷 쇼핑몰을 디자인하는 입장에서는 활용하기가 상당히 애매하다. 그 이유는 이들 요인들은 서로 영향관계를 가지고 있어서 사용자 인터페이스가 복잡하면 항해량이 늘어나 편리성이 감소하고, 제품이 늘어나더라도 검색엔진을 사용하면 상대적으로 항해량이 감소하게 되어 편리성이 증가한다. 따라서, 이들 요인을 활용하여 인터넷 쇼핑몰을 구축하려면 요인간의 영향관계를 면밀히 파악하고 이 영향요인이 소비자의 구매행동에 어떠한 영향을 주는지가 충분히 검토되어야 한다.이에 본 연구에서는 퍼지인식도를 이용하여 인터넷 쇼핑몰 상에서 소비자의 구매행동에 영향을 주는 요인을 추출하고 이들 요인간의 인과관계를 도출하여 보다 구체적이고 전략적으로 인터넷 쇼핑몰을 디자인할 수 있는 방법으로 web-Cogmulator를 제시한다. Web-Cogmulator는 소비자의 쇼핑몰에 대한 암묵지식 형태의 구매행동을 형태지식화하여 지식베이스 형태로 가지고 있기 때문에 인터넷 쇼핑몰의 다양한 요인의 변화에 따른 소비자의 구매행동을 추론 시뮬레이션하는 것이 가능하다. 이에 본 연구에서는 기본적인 인터넷 쇼핑몰 시나리오를 바탕으로 추론 시뮬레이션을 실시하여 Web-Cogmulator의 유용성을 검증하였다.를, 지지도(support), 신뢰도(confidence), 리프트(lift), 컨빅션(conviction)등의 관계를 통해 다양한 방법으로 모색해본다. 이 연구에서 제안하는 이러한 개념계층상의 흥미로운 부분의 탐색은, 전자 상거래에서의 CRM(Customer Relationship Management)나 틈새시장(niche market) 마케팅 등에 적용가능하리라 여겨진다.선의 효과가 나타났다. 표본기업들을 훈련과 시험용으로 구분하여 분석한 결과는 전체적으로 재무/비재무적 지표를 고려한 인공신경망기법의 예측적중률이 높은 것으로 나타났다. 즉, 로지스틱회귀 분석의 재무적 지표모형은 훈련, 시험용이 84.45%, 85.10%인 반면, 재무/비재무적 지표모형은 84.45%, 85.08%로서 거의 동일한 예측적중률을 가졌으나 인공신경망기법 분석에서는 재무적 지표모형이 92.23%, 85.10%인 반면, 재무/비재무적 지표모형에서는 91.12%, 88.06%로서 향상된 예측적중률을 나타내었다.ting LMS according to increasing the step-size parameter $\mu$ in the experimentally computed. learning curve. Also we find that convergence speed of proposed algorithm is increased by (B+1) time proportional to B which B is the number of recycled data buffer without complexity of computati

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User-Class based Service Acceptance Policy using Cluster Analysis (군집분석 (Cluster Analysis)을 활용한 사용자 등급 기반의 서비스 수락 정책)

  • Park Hea-Sook;Baik Doo-Kwon
    • The KIPS Transactions:PartD
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    • v.12D no.3 s.99
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    • pp.461-470
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    • 2005
  • This paper suggests a new policy for consolidating a company's profits by segregating the clients using the contents service and allocating the media server's resources distinctively by clusters using the cluster analysis method of CRM, which is mainly applied to marketing. In this case, CRM refers to the strategy of consolidating a company's profits by efficiently managing the clients, providing them with a more effective, personalized service, and managing the resources more effectively. For the realization of a new service policy, this paper analyzes the level of contribution $vis-\acute{a}-vis$ the clients' service pattern (total number of visits to the homepage, service type, service usage period, total payment, average service period, service charge per homepage visit) and profits through the cluster analysis of clients' data applying the K-Means Method. Clients were grouped into 4 clusters according to the contribution level in terms of profits. Likewise, the CRFA (Client Request Filtering algorithm) was suggested per cluster to allocate media server resources. CRFA issues approval within the resource limit of the cluster where the client belongs. In addition, to evaluate the efficiency of CRFA within the Client/Server environment the acceptance rate per class was determined, and an evaluation experiment on network traffic was conducted before and after applying CRFA. The results of the experiments showed that the application of CRFA led to the decrease in network expenses and growth of the acceptance rate of clients belonging to the cluster as well as the significant increase in the profits of the company.

The Influence of regional environment factor on Technology-based firms' Performance -Moderator effect of Innovation Intermediaries- (지역의 환경적 요인이 기술기반 창업기업 성과에 미치는 영향 -혁신거점기관의 조절효과를 중심으로-)

  • Yoon, Ho-Yeol;Kim, Byung-Keun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.5
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    • pp.35-46
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    • 2017
  • This study analyzed the role of innovation intermediaries on the performance of technology-based firms in Korea. Technology-based firms are important to the economy because they contribute to regional economic development and national competitiveness. In Korea, various types of intermediaries, such as Techno-parks and incubators have been established to foster technology-based firms. Researchers analyzed various factors influencing the performance of technology-based firms. On the other hand, there have been few studies on the relationship between the innovation intermediaries and the performance of technology-based firms in Korea. This study identified the firms' capabilities, institutional and environmental factors in the light of the literature. A total of 2,313 technology-based firms in Techno-parks, business incubator of public institutes and universities were surveyed. Of these, 110 respondents were used for empirical analysis. OLS techniques were applied to analyze the data. The empirical results showed that the marketing competence, R&D capacity, which is a firms' innovation capacity, have a positive effect on the performance. The support of intermediaries positively affects the performance of technology-based firms. The economic aspects of regional innovation infrastructure, and cooperation with the customer has a positive effect on the performance of technology-based firms.

A Study on the Effect of O2O Service Quality on User Satisfaction and Intention of Reuse (O2O서비스 품질이 사용자만족과 재이용의도에 미치는 영향에 관한연구)

  • Lee, Ok Ju;Yang, Dong Woo
    • Journal of Digital Convergence
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    • v.15 no.6
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    • pp.165-178
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    • 2017
  • O2O platforms are developing in a business area of daily life with evolution of IT technology. The aim of this research is to identify any quality factor of online and offline which affects the satisfaction of O2O service by business characteristic and to varify the relationship between service satisfaction and reuse intention. In this study, information quality, system quality and service quality are defined as factors for online quality and perceived quality and perceived price defined as offline quality. This study was conducted on 199 users who use O2O service. The results showed that online quality system and perceived price of offline quality had a positive effect on user satisfaction and that user satisfaction had a positive effect on Intention to Reuse. These results will provide guidelines for O2O service providers to improve their online services and to select an offline vendor for the O2O platform. It would provide customized O2O service according to personal property of a customer, in case that further research by types of business or service, which are not covered this paper.

The Impact of Humane Entrepreneurship on Business Ecosystem and Economic Development (인간중심 기업가정신이 비즈니스 생태계와 경제개발에 미치는 영향)

  • Kim, Yong Jin;Kim, Ki-Chan;Song, Chang Seok;Kang, Myung Soo
    • The Journal of Small Business Innovation
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    • v.20 no.4
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    • pp.3-10
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    • 2018
  • With the advancement in digital transformation with smart technologies and the collapse of industry borders, increasing is the importance of understanding customer problems, fostering employee capabilities, and enhancing the partner capabilities to properly provide the best service to customers. This is what is called the humane entrepreneurship in the 4th Industrial Revolution. Humane entrepreneurship is believed to play a critical role in developing business ecosystems and thus economic growth of nations. We empirically tested the ideas that 1) entrepreneurship as a meta-structuring action shape the healthiness of business ecosystem and 2) subsequently both entrepreneurship and business ecosystems affect economic development of a country. The results indicate that humane entrepreneurship does not directly affect healthiness of business ecosystem, but the balanced humane entrepreneurship together with opportunity in business ecosystems has a positive relationship with GDP growth. In other words, opportunity can be appropriated by entrepreneurs who have balanced sense between human and enterprise dimension. Data collection and methodologies are discussed further in the paper.

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Concept Development of Service Marketing Promotion in Nursing (간호서비스 마케팅에 관한 연구;'촉진(Promotion)' 개념 개발)

  • Kang, Yoon-Sook
    • Journal of Korean Academy of Nursing Administration
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    • v.5 no.1
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    • pp.63-76
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    • 1999
  • The main objective of this study was to develop a concept of service marketing promotion in nursing that is derived from the concepts of service marketing theory. This research was a descriptive study, at the factor isolation level. The principle of concept derivation suggested by Walker and Avant (1988) and the Hybrid model suggested by Schwarz-Barcott and Kim (1993) were employed as the research method. The data were collected from December, 1997 to April. 1998 at a large general hospital located in Seoul. The procedures of this study were as follows: First. at the theoretical phase: the meaning, attributes, and definition of service marketing promotion were identified through an extensive review of the literature. Second, at the empirical phase: fieldwork was done to identify the promotional activities and events in nursing. Top nurse managers from 4 units (Director of Nursing, Head nurses of inpatient nursing unit, outpatient nursing unit. and home care nursing unit) were interviewed and the content of the interview was analyzed to identify the meaning and attributes of promotion in nursing. Other methods such as brochures and other audio-visual materials which were relevant to nursing promotion were used to supplement the interviews. Finally, the results of the theoretical and empirical analyses were intergrated to develop a concept of service marketing in nursing practice. A final definition of service marketing promotion in nursing was identified as follows. 1. Promotion as a marketing function in nursing service is concerned with communication to target markets on all information related to nursing service in order to satisfy the objectives of both a nursing service organization and the target markets. 2. The goals of nursing service promotion include: 1) increasing visibility of nursing services and delivering the information on nursing services, 2) affirming the value of nursing services, so it can contribute to formulation of reimbursement policy for nursing services. 3) advancing the general image of the nursing profession and nursing services. 4) achieving and attaining a desirable positioning for nurses among health care professionals. and 5) creating and stimulating the demand for nursing services. 3. In order to obtain these goals it is necessary to provide information on nursing services, to persuade target markets. to remind them about nursing services. and to establish a collaborative relationship with related departments. 4. The tools used to carry out the above functions of promotion in nursing are the providing nursing services, public relations and publicity. QA of nursing, advertising, and sales promotion. 5. The target markets of nursing service include the nursing customer markets. the internal markets, the influence markets. the recruitment markets. the supplier markets. and the nursing referral markets. In conclusion, the concept of promotion in other service marketing areas can be applied to the promotion of nursing service marketing. The promotion of nursing service is more than just effective communication in nursing service. it is the effective use of the concepts of service marketing promotion. Promotion of nursing service will contribute to create and expand nursing services.

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A Cooperative Marketing Strategy using Mobile Communications: The New OB Mobile Campaign (모바일 채널을 활용한 협동적인 마케팅 전략: OB 맥주 신제품 모바일 캠페인)

  • Lee, Joong-Yeup;Kim, Beom-Soo;Ahn, Joong-Ho
    • Information Systems Review
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    • v.7 no.1
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    • pp.153-171
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    • 2005
  • As the mobile telecommunications industry in Korea boasts record-high revenue from its businesses, consumers and other industries are looking for new business applications and opportunities using mobile technologies. Many firms are seeking guidelines or business models for an effective use of this new mobile technology in their operations. This paper reviews the characteristics that distinguish mobile marketing, and analyzes marketing approaches which utilize the potential of the new mobile technologies. This paper shows that the new mobile advertising channel is not only complementary to traditional marketing channels, but also delivers benefits for multiple parties involved in mobile marketing. The key success factors in the new OB (Oriental Brewery) marketing campaign include a shortening of the stages in the AIDMA model and a broadening of customer contact points by exposing the brand through well-coordinated marketing efforts. The OB case shows that a mutually beneficial relationship between co-marketing participants can lead to a win-win marketing strategy. It also highlights that collaborative channel management in mobile marketing methodology is critical for successful mobile marketing.

Perception Gaps among IS Practitioners in regard to CRM Systems: An Empirical Study (고객관계관리(CRM) 시스템에 관한 정보시스템 실무자의 인식 차이에 대한 실증연구)

  • 김주성;김민석;고석하
    • Journal of Information Technology Application
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    • v.3 no.4
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    • pp.19-42
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    • 2001
  • In this study, we surveyed information systems(IS) personnel in organizations which have adopted customer relationship management(CRM) systems (Group one IS personnel), those in organizations which plan to adopt CRM systems(Group two IS personnel), and IS consultants specialized in the CRM. We found that there are significant perception gaps among the three groups of IS practitioners in regard to the three aspects of CRM systems: the effects of CRM systems, critical success factors of CRM systems introduction, and the pros and cons of outsourcing a CRM system by the application service providers(ASP). The results reveal that Group one IS personnel evaluate the effectiveness of their CRM systems as moderate, while IS consultants evaluate the effectiveness of CRM systems very high and that Group two IS personnel expect the effectiveness of CRM systems to be as high as the evaluation of IS consultants. IS personnel evaluated the advantages of outsourcing CRM systems by ASP to be moderate while IS consultants evaluated it to be high. The results also show that the adoption of CRM systems is initiated by strong leadership of the top management but is not supported adequately by management thereafter.

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The effect of Social Media Information Attributes on perceived Information usefulness and Customer Attitudes (소셜 미디어 정보속성이 정보유용성과 고객 태도에 미치는 영향 -정교화 가능성 모델(ELM)을 중심으로-)

  • Ryu, Soo-Hyung;Lee, So-young
    • Journal of Digital Convergence
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    • v.18 no.5
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    • pp.233-247
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    • 2020
  • The video content platform, which is a social media, is used as a means of producing various contents with high immersion, ease of use, and low production conditions. However, existing social media-related studies were insufficient to examine differences in existing information attributes despite the differences in platform types. Therefore, this study intends to examine the relationship between existing media and social media information attributes. The research model was analyzed by surveying 213 video content users. As a result of the research model analysis, information playability, information timeliness, and information provider reliability had a significant effect on information usefulness. However, information vividness, information accuracy, information neutrality, and professionalism of information providers did not have a significant effect. Through this study, the difference between video content and existing media or social media was found, and it was found that a reliable information provider should provide pleasant content at the right time. In addition, through the understanding of the information processing process of video content, which is a key player in the growth of social media, we believe that it will be very helpful in producing quality content.

Client Services Evaluation in Dentistry Sector (치과의료기관 방문시 불만처리서비스에 대한 의료소비자의 평가)

  • Han, Ji-Hyoung;Kim, Jin
    • Journal of Korean society of Dental Hygiene
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    • v.3 no.2
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    • pp.209-220
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    • 2003
  • The purpose of this study was to examine how clients who visited dental institutions perceived client services, what sorts of client services were provided to them and to what extent they were satisfied with them. It's ultimately meant to seek ways to enhance and enlarge client services. A survey was conducted on 379 residents who used dental institutions in Seoul and Gyeonggi provinces, and the findings of this study were as follows: 1. 64.6 percent of the people investigated weren't aware of client services, and 33.0 percent viewed them as part of medical services. 77.5 percent had grievances about dental institutions they'd ever used. 2. The biggest complaint was that the dental treatments they received weren't covered by the dental insurance. As for how to solve their grievances, the largest group of them told the employees of the dental institutions about their complaints or didn't use them again. When asked whether the dental institutions took any steps to get rid of their grievances, the greatest group replied they had no idea. and the second largest group answered they took no measure. 3. By age and educational level, those who were in their 60s and up and stopped at elementary school were best cognizant of client services. Among client service variables, they were most satisfied with how the employees handled their complaints, and as to overall satisfaction, their willingness to revisit ranked highest. 4. Concerning connections among client service awareness, service variables and overall satisfaction level, their awareness of client services had a positive correlational relationship with every service variable and satisfaction level. Among the service variables, prompt client services and employee attitude were positively correlated to overall satisfaction level, but service procedure, facilities and information services exercised little impact on that. 5. As for what factors affected their content with client services, their client service awareness was identified as one of the important factors to influence their use of dental institutions, the outcome of their visit and their willingness to revisit. The above-mentioned findings suggested that dental institutions should strengthen publicity activities to inform people of client services, and encourage them to express their grievances. In addition, they should take an immediate action to remove their complaints, and try to get a successful feedback to offer higher-quality medical services and customer-oriented services.

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