• 제목/요약/키워드: Data Quality Requirements

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정보량에 의한 굴삭기 설계 전문가 지식의 평가 (The Evaluation of Expert Knowledge for the Excavator Design Using Measure of Information)

  • 장준현;전찬모;노태성
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2005년도 춘계학술대회 논문집
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    • pp.123-126
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    • 2005
  • We develop the evaluation method of functional requirements for excavator design. The functional requirement of the product can be deduced from voice of customer. QFD method is used in order to convert customer requirement to functional requirement. The measure of information index is used to evaluate quantitatively the product quality characteristics. The correlation score between customer requirements and functional requirements and benchmarking score of competitors are basic data for the measure of information.

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경쟁 제품 간 비교 분석을 위한 토픽 모델링 기반 품질기능전개 프레임워크 (Topic Modeling-based QFD Framework for Comparative Analysis between Competitive Products)

  • 최승혁;정욱
    • 품질경영학회지
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    • 제51권4호
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    • pp.701-713
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    • 2023
  • Purpose: The primary purpose of this study is to integrate text mining and Quality Function Deployment (QFD) to automatically extract valuable information from customer reviews, thereby establishing a QFD frame- work to confirm genuine customer needs for New Product Development (NPD). Methods: Our approach combines text mining and QFD through topic modeling and sentiment analysis on a large data set of 56,873 customer reviews from Zappos.com, spanning five running shoe brands. This process objectively identifies customer requirements, establishes priorities, and assesses competitive strengths. Results: Through the analysis of customer reviews, the study successfully extracts customer requirements and translates customer experience insights and emotions into quantifiable indicators of competitiveness. Conclusion: The findings obtained from this research offer essential design guidance for new product develop- ment endeavors. Importantly, the significance of these results extends beyond the running shoe industry, presenting broad and promising applications across diverse sectors.

가상현실(VR)에서 품질기능전개(QFD)를 활용한 요구사항 분석 (Analysis of Requirements Using Quality Function Deployment (QFD) in Virtual Reality(VR))

  • 박지혜;김민철
    • 유통과학연구
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    • 제17권2호
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    • pp.101-107
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    • 2019
  • Purpose - The purpose of this study is to analyze the user requirements and developer requirements in virtual reality(VR), and suggest ways to increase the satisfaction of users who experience virtual reality. Specifically, focused on experience store of VR as a distribution retailer, user requirements were analyzed according to the results of previous research that the characteristics of Affordance, Presence, and Head Mounted Display (HMD) affect user satisfaction. Research, design, data, and methodology - Based on previous studies, in this study, we analyzed the importance of immerse, interaction, perception, and presence for the satisfaction of the user through the questionnaire, and the user experiences virtual reality (VR) The importance of HMD, Presence, Affordance, and experience satisfaction were analyzed. Based on this, we analyzed the user requirements and the developer requirements based on the questionnaires and interviews of the experts, starting from the user's desire or preference using QFD technique. Results - As a result of the analysis, the development factors that occupied a big part in the virtual reality field appeared to be visual. In detail, this showed that there was a lack of sense of presence for users. This should be improved. This paper shows that the requirements for visual, auditory, and tactile development are necessary. For the satisfaction of the users of virtual reality (VR) users, it is necessary to develop them according to their priority in consideration of importance and difficulty in the future. Conclusions - In this study, it was suggested that development according to priority should be considered, considering the difficulty level. Based on the results of this study, the following suggestions are made. First, we tried to search the list of user requirements as much as possible, but it is likely to change due to the development of VR technology. Therefore, it is necessary for developers to continually supplement user requirements with recent research literature. Second, development priorities according to difficulty level should be considered. This aspect should be considered in the actual VR development process, so if the numerical value of the difficulty is calculated, it should be presented in the research.

Functional Requirements for Research Data Repositories

  • Kim, Suntae
    • International Journal of Knowledge Content Development & Technology
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    • 제8권1호
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    • pp.25-36
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    • 2018
  • Research data must be testable. Science is all about verification and testing. To make data testable, tools used to produce, collect, and examine data during the research must be available. Quite often, however, these data become inaccessible once the work is over and the results being published. Hence, information and the related context must be provided on how research data are preserved and how they can be reproduced. Open Science is the international movement for making scientific research data properly accessible for research community. One of its major goals is building data repositories to foster wide dissemination of open data. The objectives of this research are to examine the features of research data, common repository platforms, and community requests for the purpose of designing functional requirements for research data repositories. To analyze the features of the research data, we use data curation profiles available from the Data Curation Center of the Purdue University, USA. For common repository platforms we examine Fedora Commons, iRODS, DataONE, Dataverse, Open Science Data Cloud (OSDC), and Figshare. We also analyze the requests from research community. To design a technical solution that would meet public needs for data accessibility and sharing, we take the requirements of RDA Repository Interest Group and the requests for the DataNest Community Platform developed by the Korea Institute of Science and Technology Information (KISTI). As a result, we particularize 75 requirement items grouped into 13 categories (metadata; identifiers; authentication and permission management; data access, policy support; publication; submission/ingest/management, data configuration, location; integration, preservation and sustainability, user interface; data and product quality). We hope that functional requirements set down in this study will be of help to organizations that consider deploying or designing data repositories.

응급실 근무 인력의 직무만족도에 대한 연구 (A Study of Emergency Department Personnel's Job Satisfaction)

  • 이정헌;신임희
    • 한국의료질향상학회지
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    • 제9권2호
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    • pp.148-163
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    • 2002
  • Background : The personnel of emergency department have been under tremendous pressure to manage unexpected emergency situations and excited patients. And interpersonal conflict has existed always, because emergency department was consisted of various personnel of their own specialty. The patient's satisfaction has to come from the personnel's satisfaction. The purpose of this study was to evaluate emergency department personnel's job satisfaction and its related factors and to improve quality of emergency medical service Methods : A self-administered questionnaire survey to the emergency department personnel was conducted between September 1 and October 31, 2001. The response rate was 90.2%. Using SAS program (Version 6.12), the collected data was analyzed by frequency, ANOVA, multiple comparison, Pearson correlation procedure, and stepwise multiple regression analysis. Result : The analysis of related factors of job satisfaction showed high score of interpersonal interaction (3.246), professional prestige (3.095), autonomy (2.916), task requirements (2.701), organizational requirements (2.444), and pay (1.953) in order of item mean. Professional prestige (0.498), task requirements (0.464), and organizational requirements (0.408) were highly positive correlated with overall level of job satisfaction. The factors influencing the job satisfaction were professional prestige and task requirements which explaining efficacy were 37.6% and 32.2% respectively. The total explaining efficacy was 33.6%. Conclusion : It was found out that emergency department personnel's job satisfaction can be raised by promoting professional prestige and task requirements. The personnel of emergency department have to be satisfied through their job, and the administration of the hospital has to pay more attention to their employees' job satisfaction and it related factors.

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무선 센서 네트워크에서 전송 품질 개선을 위한 메타데이터 설계 제안 (Metadata Design Proposal for Improving the Transmission Quality in Wireless Sensor Network)

  • 전혜경;박양재
    • 디지털융복합연구
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    • 제12권9호
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    • pp.193-199
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    • 2014
  • 무선 센서 네트워크 어플리케이션의 기능 요구를 달성하기 위한 주요한 수단은 실세계에서 얻는 데이터이므로 어플리케이션 개발 과정에 있어서 데이터에 관한 품질 개선은 중요한 과제이다. 어플리케이션 개발 시 저비용의 프로토타입을 개발하고 빠른 기간 내에 품질을 개선하기 위한 것과 상세한 품질개선에 대한 요구 사항을 만족하는 것이 가능해야 한다. 그러나 기존의 개발방법은 추상도를 일관되게 사용하기 위한 기술능력과 기술의 용이성간의 이율배반적인 관계로 인하여 동시에 두 가지를 만족할 수 없다. 본 논문에서는 추상도가 다른 복수의 모델링 언어를 병용해 사용함으로써 데이터 품질 개선을 지원하는 메타 데이터 설계를 제안한다. 본 논문에서는 설계대상마다 적절한 추상도를 사용하도록 모델링 언어를 정의하고 이들의 사용방법을 제안한다. 또한 상위모델 설계를 하위 모델에 반영함으로써 실제와 근접한 자동모델교환규칙을 정의할 수 있도록 한다.

치과위생사에 대한 인식도 및 사회적 요구도에 미치는 융복합적 영향요인 -부산·경남 지역을 중심으로- (Convergence Factors of Affecting Perception and Social Requirements of Dental Hygienists - Focused on Busan and Gyeongnam -)

  • 권수진
    • 한국융합학회논문지
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    • 제9권12호
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    • pp.365-372
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    • 2018
  • 본 연구는 치과위생사에 대한 인식도 및 치과위생사 역할에 대한 사회적 요구도에 영향을 미치는 융복합적 요인을 검증하여 향후 치과위생사에 대한 일반인들의 직업 및 역할 정립에 대한 정확한 이해를 돕고 긍정적 인식 확대를 위한 기초 자료로 활용하고자 하였다. 부산 경남 지역 270명의 성인을 대상으로 2017년 8월 1일부터 8월 25일까지 설문조사하여 235명을 최종 분석 대상자로 다중회귀분석을 실시한 결과 학력이 낮을수록, 삶의 질이 긍정적일수록 치과위생사에 대한 인식도는 증가하였고, 학력이 낮을수록, 구강건강관련 삶의 질이 긍정적일수록, 삶의 질이 긍정적일수록, 치과위생사의 역할과 지식에 대한 인식도가 증가할수록 요구도가 증가하였다. 향후 치과임상 현장, 치위생 교육현장, 유관단체 등 각 영역에서 직업적 역할 정립과 인식 확대를 위한 프로그램 및 홍보방안을 지속적으로 활성화하여야 할 것이다.

A study on the Development of BIM-based Quality Pre-checking System in Architecture Design Phase

  • Shin, Jihye;Choi, Jungsik;Kim, Inhan
    • 국제학술발표논문집
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    • The 6th International Conference on Construction Engineering and Project Management
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    • pp.284-288
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    • 2015
  • Recently, the mandate on utilizing BIM implemented by public institutions of many countries has great impact on the significantly increasing practices of BIM. The improvement of work efficiency and productivity, which is occurred by BIM adoption, depends on the consistency and accuracy of data. To maximize the benefit of BIM, the interests in BIM data quality have been enlarging all over the world. The BIM data quality pre-check, which is conducted by designer in the design phase, offers opportunities for quality improvement by continuously assessing BIM data. However, BIM quality pre-check is being conducted under arbitrary interpretation of users because of the absence of specific review factors and assessment methods for checking BIM quality. The purpose of this study is to establish an automated BIM quality pre-checking system to improve BIM design quality effectively and efficiently. It could be expected to meet the owner's requirements and to minimize the cost and time occurred additionally from revising and reproducing data by constructing consistency and accuracy of it.

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항만물류 서비스 품질 분석을 위한 DMQFD 모형의 개발 (Development of DMQFD Model for Analysis of Port Logistics Service Quality)

  • 송서일;이보근;정혜진
    • 산업경영시스템학회지
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    • 제30권3호
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    • pp.62-70
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    • 2007
  • This study define the concepts of port logistics service by investigating various elements of port logistics service and grouping them in six attributes using a Data Mining technique. The QFD (Quality Function Deployment) technique is applied to measure the quality of port logistics service, and those results are analyzed. The DMQFD (Quality Function Deployment using Data Mining) model proposed in this study is a model for analyzing of port logistics service quality which is produced by combining those two stages. Using the DMQFD model, the requirements of customer could understand more correctly and systematically, and it could be an alternative tool to accomplish a customer satisfaction.

Applying Formal Methods to Modeling and Analysis of Real-time Data Streams

  • Kapitanova, Krasimira;Wei, Yuan;Kang, Woo-Chul;Son, Sang-H.
    • Journal of Computing Science and Engineering
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    • 제5권1호
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    • pp.85-110
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    • 2011
  • Achieving situation awareness is especially challenging for real-time data stream applications because they i) operate on continuous unbounded streams of data, and ii) have inherent realtime requirements. In this paper we showed how formal data stream modeling and analysis can be used to better understand stream behavior, evaluate query costs, and improve application performance. We used MEDAL, a formal specification language based on Petri nets, to model the data stream queries and the quality-of-service management mechanisms of RT-STREAM, a prototype system for data stream management. MEDAL's ability to combine query logic and data admission control in one model allows us to design a single comprehensive model of the system. This model can be used to perform a large set of analyses to help improve the application's performance and quality of service.