• Title/Summary/Keyword: customer needs

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AI Comparative Analysis of Trade and Consumption Patterns in Korea and China

  • Chang Hwan Choi;Thi Thanh Tuyen Nguyen;PengYan Wang
    • Journal of Korea Trade
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    • v.27 no.1
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    • pp.119-138
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    • 2023
  • Purpose - This research is to empirically explore the differences in apparel consumption among male and female teenagers and college students in Korea and China. By conducting a survey to understand customers' needs and behaviors, fashion businesses will be able to improve their customer satisfaction and avoid redundancy, inventory, and the waste of resources, effort and money. Design/methodology - The research design considers the consumption patterns of male and female high school and college students in Korea and China. To analyze the data, the study employs decision trees, a type of machine learning algorithm. A decision tree model was developed to examine the relationship between the explanatory and response variables, which can be either quantitative or qualitative in nature. Findings - The main findings of this study indicate that there are differences in shopping behavior among different customer segments. The results show that men have a simpler shopping behavior compared to women. Additionally, cultural factors and the difference in fashion needs between students and non-students have a significant impact on the shopping choices of Chinese and Korean individuals. Originality/value - Existing studies often assume that the shopping behavior of high school and university students is similar and that there are no significant differences in clothing purchases between men and women across countries. The results provide valuable insights into the unique shopping behavior of different customer segments, and can inform fashion businesses in their efforts to meet the needs of their customers.

Customer Requirements Elicitation based on Social Network Service

  • Lee, Yoon-Kyu;Kim, Neung-Hoe;Kim, Do-Hoon;Lee, Dong-Hyun;In, Hoh Peter
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.5 no.10
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    • pp.1733-1750
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    • 2011
  • In the early stages of a software project, it is critical to understand the needs of the customers and elicit their customer requirements. Various requirements elicitation methods have been proposed. However, existing methods still have the limitations such as a limited number of target customers, limited expression of customers' opinions, and difficulty in collecting the customers' opinions continuously. A novel method for eliciting customer requirements is proposed by utilizing a social network service (SNS), which is a shared source of raw information of the customers' needs and opinions. The proposed method is validated to show its effectiveness in overcoming the limitations of existing methods.

Use of Conjoint Analysis to Test Customer Preferences on Database Service Quality for Knowledge Information (컨조인트 분석을 이용한 지식정보 데이터베이스 서비스 품질에 대한 고객 선호도 조사)

  • Park, Hye-Min;Park, Hee-Jun;Baek, Min-Ho;Park, Jong-Woo
    • Journal of Information Technology Services
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    • v.7 no.2
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    • pp.13-23
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    • 2008
  • This research is to study the core factors for knowledge information database service and very important database service quality factors to improve customer satisfaction. The database service quality has been critical issue rather than just information service in these days, because the qualitative aspect is becoming more important factors rather than quantitative aspect. As database service quality has been influenced by satisfaction of database user, it needs to try to get excellent results by enhancing ability to obtain information. In order to satisfy this condition, it needs to measure database service quality more accurately first. In this study, we apply conjoint analysis to measure how much to give quality condition to achieve customer satisfaction.

A Study on Design by Customers for Mass Customization Products (대량주문제품의 고객에 의한 설계에 관한 연구)

  • 서광규;김형준;장형걸
    • Journal of the Korea Safety Management & Science
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    • v.2 no.3
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    • pp.47-59
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    • 2000
  • Producing what customers need with near mass production efficiency, or mass customization, has been a major trend in industry. Effective definition of customer requirements is a pre-requisite for realizing mass customization. The new method, called "Design by Customers", is proposed. The proposed method is an approach for companies to communicate to customers about what the company can offer, to find out customer needs, to assist customers in making choices and to negotiate for agreements. In this paper, the design and manufacturing capabilities in making company are represented in a Product Family Architecture. Adaptive Conjoint Analysis is then applied help customers assert their needs, defined variations from base product, visualize their options and assess alternatives. A power supplier of a electronic appliance is shown as an example to demonstrated the suggested method.ed method.

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The Development of Intelligent Direct Load Control System

  • Choi, Sang Yule
    • International journal of advanced smart convergence
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    • v.4 no.2
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    • pp.103-108
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    • 2015
  • The electric utility has the responsibility of reducing the impact of peaks on electricity demand and related costs. Therefore, they have introduced Direct Load Control System (DLCS) to automate the external control of shedding customer load that it controls. Since the number of customer load participating in the DLC program are keep increasing, DLCS operators a re facing difficulty in monitoring and controlling customer load. The existing DLCS needs constant operator intervention, e.g., whenever the load is about to exceed a predefined amount, it needs operator's intervention to control the on/off status of the load. Therefore, DLCS operators need the state-of-the-art DLCS, which can control automatically the on/off status of the customer load without intervention as much as possible. This paper presents an intelligent DLCS using the active database. The proposed DLCS is applying the active database to DLCS which can avoid operator's intervention as much as possible. To demonstrate the validity of the proposed system, variable production rules and intelligent demand controller are presented.

A study on the application of creative methods for Kano model (Kano 모델을 위한 창조성 기법적용에 관한 연구)

  • Kim, Hye-Mi;Kim, Tae-Young;Yoon, Sung-Pil;Cho, Tae-Yeon
    • Proceedings of the Safety Management and Science Conference
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    • 2008.11a
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    • pp.491-503
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    • 2008
  • As customer needs become diversified, there are many efforts to develop creative ideas on the products to satisfy the customer requirement. Also it is very important to classify the customer requirement to the product's quality. According to the previous study, the idea of the products by collecting opinions and brainstorming is mainly studied in new product development. To create the attractive quality for the product, Kano model has commonly been used. However, the brainstorming in the stage of create ideas has the problem of lower linkage between purpose and idea and lower quality of new idea. Therefore, the paper suggests a way to invent more creative ideas by comparing forced connection method to the brainstorming that is applied to the Kano model.

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A Numerical Kano Model for Compliance Customer Needs with Product Development

  • Rashid, Md. Mamunur;Tamaki, Jun'ichi;Sharif Ullah, A.M.M.;Kubo, Akihiko
    • Industrial Engineering and Management Systems
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    • v.10 no.2
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    • pp.140-153
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    • 2011
  • Functional form and dysfunctional form of Kano model are considered as customer need regarding attribute of product. Both functional and dysfunctional forms are: Like, Must-be Neutral, Live-with and Dislike. The answers of customer regarding a product of functional and dysfunctional forms have been applied for selection of customer needs regarding product attribute (Kano evaluation). Filling.up and returning the Questionnaires by the individuals are essential for determining Kano evaluation. But many Questionnaires have not been returned in that case. Moreover, many possible consumers could not get opportunity to fill-up questionnaire. These uncertain or unknown consumers' opinions are also essential for product development. The choices of Kano evaluations have been outlined by: Attractive, One-dimensional, Must-be, Indifferent and Reverse. In this study, choices of evaluation of unknown customer are considered uniform cumulative vector probability (scenario 1). This study is based on the Monte Carlo simulation method, concept of probability and Kano model. This model has also been tested for its soundness and found fairly consistent including existing Kano model (scenario 2) and case survey for headlight of bicycle (scenario 3).

A Study on the Effect Between Cabin Service Quality, Customer Value and Relationship Retention Intention in Airline -Focus on the upper-class seats customers- (항공사 기내서비스품질, 고객가치, 관계유지의도의 영향 관계 -상위클래스 이용 승객을 대상으로-)

  • Yoon, Sun-Young
    • Journal of Advanced Navigation Technology
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    • v.16 no.2
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    • pp.340-350
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    • 2012
  • The purpose this study is to find out how cabin service quality influences customer value and relationship retention intention focus on upper-class seats customer in airline. In the result of the hypothesis verification, this study hypotheses concerning the effect relations between cabin service quality, customer value and relationship retention intention. Therefore this study needs to be studied the quality of cabin service of upper-class and service value. Based on the research findings airline cabin service department have to examine various customer needs with the development of items and services.

Construction firm's CRM(Customer Relationship Management) Marketing strategy for housing market Focused on Model House (주택시장에서 건설회사의 CRM 마케팅 전략 - 모델하우스를 중심으로)

  • Choi Ik-Sung;Kim Jae-Jun
    • Korean Journal of Construction Engineering and Management
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    • v.6 no.4 s.26
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    • pp.113-121
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    • 2005
  • The construction industry has also enolved according to the changes and requirements, therefore it coms to manage the relationships with customers. However, the customer management in the construction industry has not been quite genuine, since it has been mainly oriented for public relations and advertisements of companies. The genuine customer management should not only systemize customer data but also provide strategy to utilize it through managing relationships with customers as well as customer themselves. In this research, I have focused mainly on Model House. Marketing is very important planning & coordination to project. And I know that the development power of new product and promotion strategy as to customer needs and wants. The key factor in housing industry is the analysis of customer's needs that key success factor is execution of action plan to our customer. His success in business is in result of satisfaction for our high quality customer. Therefore the CRM system is add to customer satisfaction and increase earning power to a business

A Conceptual Framework for Customer Experience Design, Implementation and Evaluation (고객 경험 디자인, 구현 및 평가를 위한 개념적 프레임워크)

  • Jiyoung Koo;Ken Nah
    • Journal of Digital Policy
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    • v.2 no.1
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    • pp.21-30
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    • 2023
  • Current research and practice have increasingly sought to focus on approaches to facilitate innovation due to its expanding growth of the experience economy over the past decade. Normally, customer experience design aims to maximize the effectiveness of positive experience with a brand or company's touchpoints when customers make a purchase as well as use a certain product or service. In order to design a product or service that can provide varying levels of experiences, there needs more beneficial design process strategies to help resolve the changing nature of customer experience. Design process is one such approach that provides designers as well as researchers across various academic disciplines as an integral source of creativity, driving innovation and growth. In this regard, this study aims to look specifically at the nature of customer experience and attempts to understand what extent that design process in both practice and theoretical perspective can assist in customer experience improvement. As a further consequence, this study will focus on implementing the idea of circular design into the customer experience process, namely the Circular CX Design Process-which is expected to increase effectiveness and efficiency in addressing customer needs and demands as well as delivering positive experiences at various touchpoints along the customer journey.