• Title/Summary/Keyword: The Kano Model

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Generalized half-logistic Poisson distributions

  • Muhammad, Mustapha
    • Communications for Statistical Applications and Methods
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    • v.24 no.4
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    • pp.353-365
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    • 2017
  • In this article, we proposed a new three-parameter distribution called generalized half-logistic Poisson distribution with a failure rate function that can be increasing, decreasing or upside-down bathtub-shaped depending on its parameters. The new model extends the half-logistic Poisson distribution and has exponentiated half-logistic as its limiting distribution. A comprehensive mathematical and statistical treatment of the new distribution is provided. We provide an explicit expression for the $r^{th}$ moment, moment generating function, Shannon entropy and $R{\acute{e}}nyi$ entropy. The model parameter estimation was conducted via a maximum likelihood method; in addition, the existence and uniqueness of maximum likelihood estimations are analyzed under potential conditions. Finally, an application of the new distribution to a real dataset shows the flexibility and potentiality of the proposed distribution.

An Analysis of Quality Attributes and Service Satisfaction for Artificial Intelligence-based Guide Robot (인공지능 안내 로봇 서비스 만족도와 품질 속성 분석)

  • Miyoung Cho;Jaehong Kim;Daeha Lee;Minsu Jang
    • The Journal of Korea Robotics Society
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    • v.18 no.2
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    • pp.216-224
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    • 2023
  • Guide robots that provide services in public places have recently emerged as a non-face-to-face solution with the spread of COVID-19 and are growing. However, most guide robots provide only the same level of intelligence and the same interaction in different and changing environments. Therefore, its usefulness is limited and customers' interest is quickly lost. To solve this problem, it is necessary to develop social intelligence that can improve the robot's environment and situational awareness performance, and to continuously maintain customer interest by providing personalized and situational services. In this study, we developed guide robot services based on social HRI components that provides multi-modal context-aware. We evaluated service usefulness by measuring user satisfaction and frequency of use of the service through the survey. We analyzed the service quality attributes to identify the differentiating factors of guide robot based on social HRI components.

Improvements of logistics service focusing on value factors utilizing QFD (QFD를 활용한 가치요소 중심의 물류서비스 개선방안)

  • Jung, Youg-Suk;Kang, Kyung-Sik
    • Journal of the Korea Safety Management & Science
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    • v.19 no.4
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    • pp.209-219
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    • 2017
  • Logistics companies want to be competitive companies in fierce logistics market and are worrying about securing of differentiated competitiveness for it. The standards judging if logistics industry maintains the competitiveness are based on the satisfaction of users due to the well-established service system that can response not only economic feasibility of logistics costs such as transportation costs, storage costs, unloading charges, information costs, etc. but also diversity and upgradability of logistics needs. Therefore, this study focuses on seeking of service quality improvements with VBSD(Value Based Service Design) model focusing on customer value factors based on Kano model and QFD based service design approach from angles of customer value improvement and service costs reduction.

Design and Implementation of RV-Ul model for user requirement verification Using Kano quality model (사용자 요구사항 검증를 위한 이원적 품질요소를 적용한 RV-Ul 모델 설계 및 구현)

  • 김용남;김태석;권오준
    • Proceedings of the Korea Multimedia Society Conference
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    • 2004.05a
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    • pp.753-757
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    • 2004
  • 소프트웨어 개발과정에서 사용자 요구사항을 만족하기 위한 유용한 소프트웨어 개발도구를 사용하면 매우 효과적이지만 사용자 관점에서 요구사항 검증을 위한 방법이 부족한 실정이다. 본 논문에서는 시스템 구현 전 단계에서 사용자 요구사항을 효율적으로 검증할 수 있는 프로토타입 RV-UI 모델을 제안하여 개발자와 사용자간 요구사항이 적절히 반영되어 개발 시스템이 효과적으로 설계되고 구현됨을 나타낸다. 본 논문에서 제안한 RV-Ul 모델은 기존의 상용화된 시스템 인터페이스를 기능별 모델로 분류하였으며, 이원적 품질이론을 적용한 인터페이스를 통해 사용자가 요구하는 명확한 요구사항과 요구사항에 따른 형상관리 효과를 극대화할 수 있게 설계하였다.

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Design Concept Value Competitive Research Between Service Provider and Service Receiver (수면무호흡 환자의 양압기 제품서비스디자인 개발에 대한 서비스 제공자와 수혜자가 느끼는 디자인 컨셉 가치 비교연구)

  • Lee, Sung Pil;Jung, Ju Young;Lee, Sang Ki;Hong, Jung Pyo
    • Journal of Service Research and Studies
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    • v.7 no.4
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    • pp.39-50
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    • 2017
  • As a comparative study on the value of design concept between service provider (Developer) and service receiver (Customer) group, the aims of this study was to present a service model focused on Continuous positive airway pressure (CPAP) based on U-health care and user environment. Double Diamond-based methods led to a case study that conducted jointly by the department of otolaryngology in U hospital, Ulsan. By targeted on Sleep Apnea patients from the stage of diagnosis to CPAP treatment, variety of meaningful experiences have been extracted and classified into several types of customers. In the final analysis of the 13 service scenario models, Kano Satisfaction and Potential Customer Satisfaction Improvement Index (PCSI) were conducted with the customers, yet Score Model and Concept Position were evaluated by the service provider groups who engaged in development services. The results of this study showed that 7 items in the total of 12 items reached a consensus of viewpoint on value between service receiver and service provider, which the attributes of the service model are based on user environment. Whereas the other 5 items showed the divergent viewpoint on value which included the attributes of U-healthcare service model.

A MONITORING METHOD OF PROJECT PROGRESS WITH RFID TECHNOLOGY

  • Soungho Chae ; Naruo Kano
    • International conference on construction engineering and project management
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    • 2005.10a
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    • pp.491-496
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    • 2005
  • In this paper, the authors explained the overview of a method for detecting location of worker for development of a monitoring system for project progress management using RFID technology. Data is the RSSI (Receive Signal Strength Indication) from RFID tag attached to the worker installing a rolling shutter, and was obtained from antennas and RFID readers set around the construction site. Neural network was done using RSSI collected and the area where worker is performing a task, and an estimation model of the working area was prepared. The network had a range of the percentage of correctly classified from 62% to 92%. The authors suggested the method to make estimate by using integrated networks prepared in respect of RFID readers, and showed the percentage of correctly classified of 84.3%. According to the result, the authors confirmed the possibility of the monitoring system with RFID technology, and mentioned the factors necessary to develop for further practical use.

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A Study on The Determination Method of Engineering Characteristic Values by QFD (품질기능전개를 통한 품질특성값 결정방법에 관한 연구)

  • 강지호;박명규
    • Journal of the Korea Safety Management & Science
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    • v.2 no.4
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    • pp.113-124
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    • 2000
  • First, in order to improve selecting method of quality characteristic level desired by customers, S/N(Signal-to-Noise) ratio of Taguchi in larger-the-better characteristics was applied. Second, the Matrix classification standard of ACE(Attribute Categorization Evaluation) is presented using KANO model on difference analysis of importance and satisfaction through questionnaire from customers. This is for reflecting the diverse EC which customers want in EC quality sufficiently. Also, establishing sales point will be helpful in business strategy through presenting types that are able to decide planning quality. Third, the important measure of EC about correlation among quality characteristics and a new weight of EC are calculated depending on importance of EC and the weight of customer attribute and materials of relationship matrix through correlation matrix analysis.

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A Study on The Determination Method of Engineering Characteristic Values by QFD (품질기능개선을 통한 품질특성값 결정방법에 관한 연구)

  • 강지호;박명규
    • Proceedings of the Safety Management and Science Conference
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    • 2000.05a
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    • pp.481-490
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    • 2000
  • First, in order to improve selecting method of quality characteristic level desired by customers, S/H(Signal-to-Noise) ratio of Taguchi in larger-the-better characteristics was applied. Second, the Matrix classification standard of ACE(Attribute Categorization Evaluation) is presented using KANO model on difference analysis of importance and satisfaction through questionnaire from customers. This is for reflecting the diverse EC which customers want in EC quality sufficiently. Also, establishing sales point will be helpful in business strategy through presenting types that are able to decide planning quality. Third, the important measure of EC about correlation among quality characteristics and a new weight o( EC are calculated depending on importance of EC and the weight of customer attribute and materials of relationship matrix through correlation matrix analysis.

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A study on selection of educational service quality's priority with TOPSIS method (TOPSIS방법을 이용한 교육서비스품질 우선순위 선정에 관한 연구)

  • Kim, Min-Kyeong;Kang, Kyung-Sik
    • Journal of the Korea Safety Management & Science
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    • v.18 no.4
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    • pp.195-209
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    • 2016
  • This research determined priority of quality improvement of public institution's education service by using ASC for importance and applying Topsis, a multi-standard decision-making method simplifying various attributes and scales of evaluation items and deciding the comparative priority for satisfaction and discussed the differences so as to measure the quality of public institution's educational service and examine the priority of education service' quality improvement. This research classified the characteristics of quality improvement. As a result, it's significant to suggest positive direction and method to improve satisfaction and education service's quality from an angle of demander by analyzing educational satisfaction of education service quality of public education institution and effects on the following improvement.

The Development of Logistics Service Evaluation Model Considering Potential Customer Demand Improvement Index (잠재적고객요구개선지수와 기대손실을 고려한 물류서비스 평가모형 개발)

  • Chang, Yong-Hyuk;Cho, Yu-Jin;Kang, Kyung-Sik
    • Journal of the Korea Safety Management & Science
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    • v.21 no.1
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    • pp.9-16
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    • 2019
  • Logistics companies are worrying about securing of differential competitiveness so as to be competitive companies in keen logistics market. The ground is how users are satisfied by sell-established service system to respond not only economic feasibility of logistics costs but also diversity and advancement of logistics needs. The competitiveness of logistics companies is also caused by customer satisfaction of service and only companies finding and satisfying customer needs continuously may be more competitive. For the competitiveness, it's the most important to analyze demands of current and potential customers and their pursuing value properly. Therefore, this researcher grasped PSL for online logistics service users with 5-point Likert-scale and quality-level decision method that consider the weighted value based on Kano model, measured customer's potential Demand for service through PCDI, and suggested methodology for deciding the priority of the improvement with loss function of Taguchi.