• Title/Summary/Keyword: 데이터 품질진단

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CAN Communication System using CAN Protocol (CAN Protocol을 이용한 CAN 통신 시스템 설계 및 구현)

  • Lee Seo-Kyung;Lee Jae-Yong;Kim Dong-Hyun;Choi Kwang-Joo;Jung Jae-Il
    • Proceedings of the Korea Information Processing Society Conference
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    • 2006.05a
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    • pp.1423-1426
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    • 2006
  • 자동차 산업은 관련 기술의 진전과 함께 비약적인 발전을 거듭하여 신뢰성 및 안정성의 확보뿐만 아니라, 운전자의 편리성과 같은 새로운 기능 구현을 위한 연구개발이 가속화되고 있다. 최근 각종 텔레매틱스 서비스를 위해 차량 내 기능의 신뢰성과 성능을 향상시키기 위한 자동 조절의 필요성이 증가하고 있으며, 각종 기능에 대한 전자통신 시스템을 사용한 제어 및 네트워크의 통합화가 급속히 이루어지고 있다. 따라서 CAN(Controller Area Network)과 같은 네트워크 개념의 도입으로 차내 전선사용의 감소뿐만 아니라 제어 및 고장의 진단을 용이하게 하고 차량 내 안전성의 개선 및 자동차 품질과 비용 절감을 기대할 수 있다. 본 논문에서는 CAN Protocol을 분석하고 차량 내 제어 데이터 전송을 위해 CAN을 통한 통신 시스템을 구현 및 검증하였다.

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Analysis of video impairment characteristics for telephony video quality diagnosis through No-Reference method (영상 통화 데이터의 No Reference 품질 진단을 위한 열화 특성 분석)

  • Yang, Dae-Gyu;Kim, Young-Il;Jeong, Tae-Jin
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.361-362
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    • 2008
  • Video quality is degraded by codec and transmission error. By analyses video pattern through NR(no reference) method, we get to aware that telephony video has particular blocking and blurring pattern and NR is suitable for telephony video quality testing. So NR will make contribution to enhancing video quality and monitoring video quality in advance.

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RSVP Performance Analysis in the Ethernet System for Internetworking with Differentiated Service (차등화 서비스와 연동을 위한 이더넷환경에서의 RSVP 성능 분석)

  • 김성태;박정진;강현국
    • Proceedings of the Korean Information Science Society Conference
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    • 2001.04a
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    • pp.172-174
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    • 2001
  • 최근 다자간 영상 회의, 주문형 비디오, 원격 진단 시스템 등과 같이 영상 정보를 송.수신하는 멀티미디어 서비스의 개발이 활발해짐에 따라, 기존의 인터넷상에서 데이터를 저장하고 전달하는 방식이 제공하는 최선형 서비스만으로는 사용자들이 요구하는 실시간 멀티미디어 응용 서비스들을 제대로 지원할 수 없게 되었다. 따라서 네트워크 사용자들에 의해 점차적으로 종단간의 QoS에 대한 관심이 고조되고 있다. 이에 본 논문에서는 이더넷 환경에서 종합 서비스 모델(Intergrated Service Model)로 제안된 지역 망에서 유용하게 사용될 수 있는 자원 예약 프로토콜인 RSVP의 성능을 분석하였다. 이를 기반으로 인터넷망에서 차별화 된 서비스 품질을 제공할 수 있는 차등화 서비스(Differentiated Service)와의 연동 모델을 향후 연구과제로 제시하고자 한다.

A Design of Mobile Fitness Recommendation System Based on Data Sharing Mechanism (실시간 이상거래 탐지 기법에 관한 연구)

  • Jang, Ki-Man;Kim, Kyung-Hwan;Choi, Kwang-Nam;Kim, Chang-Su;Jung, Hoe-Kyung
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2015.10a
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    • pp.763-765
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    • 2015
  • The study is being conducted to ensure the transparency of research and development have identified the problems of the current system and improve the way out. Such a study about the subject that do not follow either outside the institutional system has a disadvantage compared to an unfulfilled. R & D in order to prevent the misuse and fraud enforcement shall detect abnormal transactions that occur from transactions between research institutions and credit card issuers in real time. In this paper, we propose a detection method for real-time transaction over. It is able to detect and respond fraudulent transactions that may occur in a variety of environments by adding the data obtained by the business rules to derive stopped making detection system.

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A study on the policy of de-identifying unstructured data for the medical data industry (의료 데이터 산업을 위한 비정형 데이터 비식별화 정책에 관한 연구)

  • Sun-Jin Lee;Tae-Rim Park;So-Hui Kim;Young-Eun Oh;Il-Gu Lee
    • Convergence Security Journal
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    • v.22 no.4
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    • pp.85-97
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    • 2022
  • With the development of big data technology, data is rapidly entering a hyperconnected intelligent society that accelerates innovative growth in all industries. The convergence industry, which holds and utilizes various high-quality data, is becoming a new growth engine, and big data is fused to various traditional industries. In particular, in the medical field, structured data such as electronic medical record data and unstructured medical data such as CT and MRI are used together to increase the accuracy of disease prediction and diagnosis. Currently, the importance and size of unstructured data are increasing day by day in the medical industry, but conventional data security technologies and policies are structured data-oriented, and considerations for the security and utilization of unstructured data are insufficient. In order for medical treatment using big data to be activated in the future, data diversity and security must be internalized and organically linked at the stage of data construction, distribution, and utilization. In this paper, the current status of domestic and foreign data security systems and technologies is analyzed. After that, it is proposed to add unstructured data-centered de-identification technology to the guidelines for unstructured data and technology application cases in the industry so that unstructured data can be actively used in the medical field, and to establish standards for judging personal information for unstructured data. Furthermore, an object feature-based identification ID that can be used for unstructured data without infringing on personal information is proposed.

Analysis of Real Ship Operation Data using a Smart Ship Platform (스마트선박 플랫폼을 활용한 실운항 데이터 분석 연구)

  • Kang, Jin-Hui;Lee, Hyun-Ho;Lee, Won-Ju;Lee, In-Ho;Kim, Jae-Woo;Park, Cheong-Hee
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.25 no.6
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    • pp.649-657
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    • 2019
  • An essential part of the development of an autonomous ship is supporting technology that can effectively check and diagnose the operational status of the ship form the shore control center on land. This development has recently occurred in the shipbuilding and shipping industries. In this paper, we present a smart ship solution that operates, as a single system, a data collection platform that gathers ship operation data and a service platform that provides various services. When this smart ship solution was applied to an operating ship, it was determined that a variety of high-quality data could be collected compared to existing ship data collection systems. In addition, it was shown that of the operation data collected, analysis of parameters related to the main engine can be used to determine the overall state by deriving valid results and visualizing patterns. In conclusion, it was suggested that a ship's operation status could be checked more effectively and a comprehensive evaluation could be possible at the shore control center if the results of this study were extended to various ship equipment and analyzed together with the operational environment data.

Clinical Microscopy: Performance, Maintenance and Laser Safety (임상에서의 현미경: 작동, 유지보수 및 레이저 안전)

  • Lee, Tae Bok
    • Korean Journal of Clinical Laboratory Science
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    • v.51 no.2
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    • pp.125-133
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    • 2019
  • A microscope is the fundamental research and diagnostic apparatus for clinical investigation of signaling transduction, morphological changes and physiological tracking of cells and intact tissues from patients in the biomedical laboratory science. Proper use, care and maintenance of microscope with comprehensive understanding in mechanism are fully requested for reliable image data and accurate interpretation for diagnosis in the clinical laboratory. The standard operating procedure (SOP) for light microscopes includes performance procedure, brief information of all mechanical parts of microscopes with systematic troubleshooting mechanism depending on the laboratory capacity. Maintenance program encompasses cleaning objective, ocular lenses and inner optics; replacement and calibration of light source; XY sample stage management; point spread function (PSF) measurement for confocal laser scanning microscope (CLSM); quality control (QC) program in fluorescent microscopy; and systematic troubleshooting. Laser safety is one of the concern for medical technologists engaged in CLSM laboratory. Laser safety guideline based on the laser classification and risk level, and advisory lab wear for CLSM users are also expatiated in this overview. Since acquired image data presents a wide range of information at the moment of acquisition, well-maintained microscopes with proper microscopic maintenance program are impulsive for its interpretation and diagnosis in the clinical laboratory.

Transition of Service Paradigm from Service Recovery to Proactive Service (사후 서비스에서 선제적 서비스로 서비스 패러다임의 전환)

  • Rhee, Hyunjung;Kim, Hyangmi;Rhee, Chang Seop
    • The Journal of the Korea Contents Association
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    • v.20 no.4
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    • pp.396-405
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    • 2020
  • In this study, we used the big data of Voice of Customer (VOC) related to high-speed Internet products to look at the causes of perceived quality and the possibility of proactive service. In order to verify the possibility of proactive service, we collected VOC data from 13 facilities and equipment of a mobile communication service company, and then conducted 𝒙2 test to verify that there was a statistically significant difference between the actual VOC observation values and expected values. We found statistical evidence that proactive service is possible through real-time monitoring for the six disability alarms among the 13 facilities and equipment, which are FTTH-R Equipment ON/OFF, FTTH-EV Line Error Detection, Port Faulty, FTTH-R Line Error Detection, Network Loop Detection, and Abnormal Limiting Traffic. Companies are able to adopt the proactive service to improve their market share and to reduce customer service costs. The results of this study are expected to contribute to the actual application of industry in that it has diagnosed the possibility of proactive service in the telecommunication service sector and further suggested suggestions on how to provide effective proactive service.

Adaptive Weight Adjusted Catmull-Rom Spline Interpolation Based on Pixel Intensity Variation for Medical Imaging Volume Visualization (의료영상 볼륨가시화를 위한 화소 값의 변화도에 따른 적응적 가중치를 적용한 캐트멀-롬 스플라인 보간법)

  • Lee, Hae-Na;Yoo, Sun K.
    • Journal of Korea Multimedia Society
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    • v.16 no.2
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    • pp.147-159
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    • 2013
  • In medical visualization, volume visualization is widely used. Applying 3D images to diagnose requires high resolution and accurately implement visualization techniques are being researched accordingly. However, when a three-dimensional image volume visualization is implemented using volume data, aliasing will occur since using discrete data. Supersampling method, getting lots of samples, is used to reduce artifacts. One of the supersampling methods is Catmull-rom spline. This method calculates accurate interpolation value because it is easy to compute and pass through control points. But, Catmull-rom spline method occurs overshoot or undershoot in large gradient of pixel values. So, interpolated values are different from original signal. In this paper, we propose an adaptive adjusting weights interpolation method using Gaussian function. Proposed method shows that overshoot is reduced on the point has a large gradient and PSNR is higher than other interpolated image results.

A Development of The IT Audit-Based Application Framework for University IT Governance (대학정보화 거버넌스를 위한 감리기반 응용프레임워크 개발)

  • Choi, Jae Jun;Kim, Chi su
    • KIPS Transactions on Software and Data Engineering
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    • v.8 no.5
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    • pp.179-186
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    • 2019
  • Information system audit, which provides effective diagnosis and inspection of IT governance, is applied to all aspects from planning to development and operation. However, there is a difficulty in carrying out the audit because the system for the specialized university IT project is not developed. Therefore, it is necessary to set the internal system as the audit-based application framework in order to apply it to university IT governance. In this paper, we propose a audit-based application framework of university information system developed for university. The framework has a difference from the existing audit system. By using this framework, it is possible to present a standard for the university IT project and easily approach and use it in the field. And it can be used for direct audit through this framework in the level of the auditor as well as the HQ admin. The framework categorizes the audit into three major dimensions and suggests a method that can be applied to the university information system audit through the UAFP(University Audit Framework Process) and quality assurance.