• 제목/요약/키워드: Data quality metrics

검색결과 140건 처리시간 0.022초

게임의 멀티미디어 데이터 품질평가지표 연구 (A study of Multimedia Data Quality Evaluation Metrics of the Game)

  • 윤선정
    • 한국컴퓨터정보학회논문지
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    • 제18권9호
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    • pp.63-70
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    • 2013
  • 게임의 멀티미디어 데이터는 그 품질에 따라 게임의 몰입에 영향을 준다. 예술적인 품질은 평가기준을 설계하기가 어렵지만 기술적인 관점에서 평가할 수 있는 부분에 대해서는 평가기준을 설계하는 것이 품질의 신뢰성과 객관성을 확보할 수 있다. 그러나 게임의 멀티미디어 데이터에 대한 품질평가 기준은 아직 설계된 것이 없다. 따라서 본 연구에서는 게임의 멀티미디어 데이터에 대한 품질평가 요소를 추출하고, 추출 요소에 대한 신뢰성을 검증하였다. 그리고 각 요소에 대한세부평가내용을 정의하고, 평가지표를 개발하였다. 본 연구의 결과는 고품질의게임 개발에 가이드 역할을 하며 게임산업의 성장에 긍정적인 영향을 줄 것으로 기대한다.

압축착화 디젤엔진의 모사 EGR 시스템에 의한 소음 특성 변화 분석 (Study on Noise Generation Characteristics of Simulated EGR System for Compression Ignition Diesel Engine)

  • 박범;윤성준;박성욱;박준홍
    • 한국분무공학회지
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    • 제19권4호
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    • pp.204-210
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    • 2014
  • Experimental study was conducted to investigate the effect of EGR(exhaust gas recirculation) on engine noise using single cylinder combustion ignition engine. Under constant engine rotary speed of 1200 RPM, 8 mg fuel quantity was injected with 15, 18 and 21% of oxygen ratio and 1400 bar of injection pressure. Using the in-cylinder pressure data acquired by a piezoelectric transducer, the engine performance parameters were calculated. Radiated engine noise measured for 10 seconds was analyzed using spectral characteristics and sound quality metrics such as loudness, sharpness, roughness. From the obtained engine performance parameters and sound quality metrics, effect of oxygen ratio of the premixed air, start of injection timing on frequency characteristic and sound quality metrics were analyzed. Correlation analysis was conducted between MPRR(maximum pressure rise rate), RI(ringing intensity) and sound quality metrics. RI was identified as the most important factor having influence on the sound quality metrics.

A Study on the Dimension of Quality Metrics for Information Systems Development and Success : An Application of Information Processing Theory

  • An, Joon M.
    • 정보기술과데이타베이스저널
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    • 제3권2호
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    • pp.97-118
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    • 1996
  • Information systems quality engineering is one of the most problematic areas in practice and research, and needs cooperative efforts between practice and theory [Glass, 1996]. A model for evaluating the quality of system development process and ensuing success is proposed based on information processing theory of project unit design. A nomological net among a set of quality variables is identified from prior research in the areas of organization science, software engineering, and management information systems. More specifically, system development success was modelled as a function of project complexity, system development modelling environment, user participation, project unit structure, resource availability, and the level of iterative nature of development methodology. Based on the model developed from the information processing theory of project unit design in organization science. appropriate quality metrics for each variable in the proposed model are matched. In this way, a framework of relevant systems development and success quality metrics for controlling systems development processes and ensuing success is proposed. The causal relationships among the constructs in the proposed model are proposed as future empirical research for academicians and as managerial tools for quality managers. The framework and propositions help quality manager to select more parsimonious quality metrics for controlling information systems development processes and project success in an integrated way. Also this model can be utilized for evaluating software quality assurance programmes, which are developed and marketed by many vendors.

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IP TV를 위한 SLA 시스템 구조에 관한 연구 (The study on SLA system architecture for IP TV)

  • 김성환;이길행
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2005년도 추계종합학술대회
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    • pp.47-52
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    • 2005
  • In this paper we describe SLA metrics and software architecture for newly upcoming IP TV service. Firstly we show the general description for IP TV. This consists of brief description of IP TV, the general figure of configuration and elements of IP TV network and communication protocol stack of IP TV data transmission for deriving communication quality parameter. And we propose SLA metrics depending on quality measurement point. According to the measurement point the measurable SLA metrics are different. The total view of the IP TV SLA measurement and management architecture is shown. When the quality measurement point is the routers that consist of internet node, the IP media NMS is the quality collection system. And when the quality measurement point is the IP TV STB(Set-Top Box), the IP media collector and Quality Collection Server are the quality collection system. And we show the software block diagram of IP TV SLA processing system and the other related network management systems.

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데이터웨어하우스의 개발생산성 향상을 위한 측정지표의 설계 및 분석 (Design and Analysis of Metrics for Enhancing Productivity of Datawarehouse)

  • 박종모;조경산
    • 인터넷정보학회논문지
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    • 제8권5호
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    • pp.151-160
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    • 2007
  • 다양한 분석 정보를 추출하여 저장하는 데이터웨어하우스는 기업의 마케팅 및 의사결정 지원을 위해 사용된다. 그러나 데이터웨어하우스는 분산되어 저장된 대규모의 데이터를 통합하기 때문에 처리 시간과 비용이 증가하며 오류 발생의 위험이 높다. 따라서 개발생산성의 향상 및 비용을 절감하기 위해 본 연구에서는 생산성, 프로세스 품질, 데이터 품질의 영역에서 프로세스 측정지표를 설계하여 제안한다. 또한 측정 지표를 이용하여 프로세스를 평가하고 평가결과를 분석하여 개발생산성의 향상과 프로세스가 개선됨을 보인다.

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소프트웨어 생산성 지표 및 측정기준에 관한 연구 (A study on the Software Productivity Measures and Metrics)

  • 양경식;김현수;안연식;윤태권;박정환
    • 한국IT서비스학회지
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    • 제4권1호
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    • pp.41-55
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    • 2005
  • In this research, we've studied to the software productivity and quality measures and metrics for raise UP the advanced software industry. For the purpose, we've studied relative research and reorganized 74 metrics. Reorganized 74 metrics were developed considering scalability, measurement and acquisition possibility and verified by software development experts. Finally, we've conducted a survey on the high measurement possibility metrics. Data were gathered from 20 software development project. It was found from the result need more efforts for the software development productivity improvement for advanced software industry.

Design and Implementation of a Data Extraction Tool for Analyzing Software Changes

  • Lee, Yong-Hyeon;Kim, Kisub;Lee, Jaekwon;Jung, Woosung
    • 한국컴퓨터정보학회논문지
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    • 제21권8호
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    • pp.65-75
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    • 2016
  • In this paper, we present a novel approach to help MSR researchers obtain necessary data with a tool, termed General Purpose Extractor for Source code (GPES). GPES has a single function extracts high-quality data, e.g., the version history, abstract syntax tree (AST), changed code diff, and software quality metrics. Moreover, features such as an AST of other languages or new software metrics can be extended easily given that GPES has a flexible data model and a component-based design. We conducted several case studies to evaluate the usefulness and effectiveness of our tool. Case studies show that researchers can reduce the overall cost of data analysis by transforming the data into the required formats.

측정점의 순정을 통한 B-스플라인 곡면 품질의 개선 (Quality Improvement of B-spline Surfaces through Fairing of Data Points)

  • 흥석용;이현찬
    • 한국CDE학회논문집
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    • 제6권1호
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    • pp.40-47
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    • 2001
  • In reverse engineering, existing products are digitized fur the computer modeling. Using the digitized data, surfaces are modeled for new products. However, in the digitizing process measuring errors or deviations can be happened often in practice. Thus, it is important to adjust such errors or deviations during the computer modeling. To adjust the errors, fairing of the modeled surfaces is performed. In this paper, we present a surface fairing algorithm based on various fairness metrics. Fairness metrics can be discrete. We adopt discrete metrics for fairing given 3D point set. The fairness metrics include discrete principal curvatures. In this paper, automatic fairing process is proposed for fairing given 3D point sets for surfaces. The process uses various fairness criteria so that it is adequate to adopt designers'intents.

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라이트필드 영상의 Perspective 및 재초점 화질측정방법 비교 (Comparison of Quality Metrics of Perspective and Refocused Images in Light Field Images)

  • ;;전병우
    • 한국방송∙미디어공학회:학술대회논문집
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    • 한국방송∙미디어공학회 2019년도 추계학술대회
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    • pp.228-229
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    • 2019
  • Digital refocusing and perspective change are the most expected applications of light field (LF) images. As LF image has a large amount of data, its compression is very essential. The fidelity of LF image after compression needs to be evaluated differently depending on a specific application such as perspective change or refocusing. In this paper, we investigate the fidelity of images after perspective change and refocusing. Several state-of-the-art objective quality metrics are compared. Our experiment shows that IWPSNR is the most reliable metric for both perspective and focus changes, but it does not outperform the popular metrics such as PSNR and SSIM.

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Saliency Score-Based Visualization for Data Quality Evaluation

  • Kim, Yong Ki;Lee, Keon Myung
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제15권4호
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    • pp.289-294
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    • 2015
  • Data analysts explore collections of data to search for valuable information using various techniques and tricks. Garbage in, garbage out is a well-recognized idiom that emphasizes the importance of the quality of data in data analysis. It is therefore crucial to validate the data quality in the early stage of data analysis, and an effective method of evaluating the quality of data is hence required. In this paper, a method to visually characterize the quality of data using the notion of a saliency score is introduced. The saliency score is a measure comprising five indexes that captures certain aspects of data quality. Some experiment results are presented to show the applicability of proposed method.