• Title/Summary/Keyword: 데이터 품질관리 프로세스

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A Design of Policy-Based Composite Web Services QoS Monitoring System (정책 기반의 합성된 웹 서비스 품질 모니터링 시스템의 설계)

  • Yeom, Gwy-Duk;Jeong, Choong-Kyo
    • Journal of the Korea Society of Computer and Information
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    • v.14 no.10
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    • pp.189-197
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    • 2009
  • As the web service technology matures. research is focused on the composite web services that combine individual web services within an enterprise or between enterprises. Quality of service is the critical competitiveness factor in this mature technology stage where there are many services with similar functionalities differing only in some non-functional properties. Monitoring is the key component for the service quality management of a web service. A service quality monitoring system design using a broker is presented in this paper. OWL-S is used to specify the composite service process and a service policy (inputs and outputs of each service, quality attributes and values, etc.) built by WS-Policy is applied to the composite service process. If there is any discrepancy between the service policy and the monitored data, the service provider and the user are notified of it so as to take necessary measures. We have implemented a travel reservation system as an example of the presented design and the experimental results are shown. Average response time was monitored and the timeout policy was applied in the experiment.

A Study on Procurement Audit Integration Real Time Monitoring System Using Process Mining Under Big Data Environment (빅 데이터 환경하에서 프로세스 마이닝을 이용한 구매 감사 통합 실시간 모니터링 시스템에 대한 연구)

  • Yoo, Young-Seok;Park, Han-Gyu;Back, Seung-Hoon;Hong, Sung-Chan
    • Journal of Internet Computing and Services
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    • v.18 no.3
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    • pp.71-83
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    • 2017
  • In recent years, by utilizing the greatest strengths of process mining, the various research activities have been actively progressed to use auditing work of business organization. On the other hand, there is insufficient research on systematic and efficient analysis of massive data generated under big data environment using process mining, and proactive monitoring of risk management from audit side, which is one of important management activities of corporate organization. In this study, we intend to realize Hadoop-based internal audit integrated real-time monitoring system in order to detect the abnormal symptoms in prevent accidents in advance. Through the integrated real-time monitoring system for purchasing audit, we intend to realize strengthen the delivery management of purchasing materials ordered, reduce cost of purchase, manage competitive companies, prevent fraud, comply with regulations, and adhere to internal control accounting system. As a result, we can provide information that can be immediately executed due to enhanced purchase audit integrated real-time monitoring by analyzing data efficiently using process mining via Hadoop-based systems. From an integrated viewpoint, it is possible to manage the business status, by processing a large amount of work at a high speed faster than the continuous monitoring, the effectiveness of the quality improvement of the purchase audit and the innovation of the purchase process appears.

A Study on the Food Taste Consistency by using DOE in Foodservice (실험계획법을 이용한 메뉴 맛의 일관성에 관한 연구)

  • Kim, Chul-Won
    • Journal of the Korean Society of Food Culture
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    • v.20 no.4
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    • pp.397-404
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    • 2005
  • 본 연구는 외식산업을 대상으로 6시그마에서 사용하는 프로세스 개선의 접근방식과 그 통계적 기법을 활용하여, 고객만족의 핵심요인 중의 하나인 음식 맛의 일관성을 구현하는 방안을 제시하고자 하였다. 연구방법으로는, 프로세스 개선을 위한 6시그마 로드맵 DMAIC(Define, Measure, Analyze, Improve, Control) 방식을 사용하였고, 연구대상은 단체급식에서 사용하는 특정 메뉴를 중심으로 하였고, 관련 데이터는 해당 기업에서 실험한 자료와 전문가 집단을 대상으로 한 Brainstorming, Matrix 분석기법, 그리고 상관분석과 t-test 등을 통해 특정메뉴(돈육고추장볶음)의 조리작업에 필요한 구성요소 -식재료 및 조리방법-를 제시하고 이들 중에서 가장 적합한 맛을 만들기 위한 최적의 조합을 도출한 결과, 해당메뉴의 양념을 구성하는 마늘, 고춧가루, 참기름의 구성비가 제시되었다. 이 외에도 조리방식과 비용 측면에서도 최적의 조건을 도출함으로써 음식 맛의 개선과 품질관리의 일관성 방안이 제시되었다.

A Study on Securing the Quality of Trusted Digital Records as Evidence: Focusing on Analysis of Quality Concept and Requirements for Records and Evidence Respectively Covered in Records Management and Judicial Domain (증거로서 신뢰할 수 있는 전자기록의 품질 확보방안 연구 - 기록관리영역과 사법영역에서 다루는 기록과 증거의 품질 개념과 요건 분석을 중심으로 -)

  • Lee, Gemma;Oh, Kyung-Mook
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.32 no.3
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    • pp.217-246
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    • 2021
  • This study aimed to analyze the quality concepts and requirements of digital records as evidence and to find an implication to develop requirements for trusted digital records with securing authoritative qualities. To this end, this study compared requirements of records domain linking records process, records metadata and records systems with judicial domain on digital evidence, and identified the records requirements to secure the legal admissibility linking records and judicial domain. This study analyzed the relationship of quality concepts between digital records and digital evidence, found the legal admissibility is highly related to the reliability, and derived that it needs the measure to secure the reliability at the stage of records creation and capture. To prove authenticity of digital evidence, this study identified importance of records process, records metadata and records system, and proposed the necessity of measurement to secure records' evidence.

An IPA-based Evaluation of 3D Scanning Technology Application for Quality Control in Modular Construction Projects (IPA 분석을 통한 3차원 스캐닝의 모듈러 건축 프로젝트 품질관리 적용에 관한 연구)

  • Lee, Jeong-Hoon
    • Journal of the Korea Institute of Building Construction
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    • v.24 no.4
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    • pp.471-482
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    • 2024
  • Modular construction, a prominent method in the evolving construction industry, necessitates robust quality control for successful implementation. This study investigates the potential of 3D scanning technology for enhancing quality control processes in modular building construction. Through an IPA analysis of major construction projects across factory production, transportation, and on-site stages, the study evaluates the current state of 3D scanning application in modular construction quality control. Results indicate a high demand for 3D scanning data across various quality control aspects. However, certain limitations in technology and practical application were identified. The findings of this research contribute to the advancement of 3D scanning technology in modular construction and inform future research on cutting-edge quality control strategies.

Development of Concrete Quality Inspection and Document Management System Using Mobile and Web Technologies (모바일 기술 및 웹을 활용한 콘크리트 품질시험 및 문서관리 시스템 개발)

  • Kim, Young-Suk;Lee, Jae-Kwon;Jung, Un-Suk
    • Korean Journal of Construction Engineering and Management
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    • v.9 no.4
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    • pp.193-205
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    • 2008
  • Quality is an important keyword representing the corporate competitiveness and image in today' s construction industry. Especially in concrete construction, any problems or defects in fresh concrete can significantly degrade the entire quality and performance of the facility built. Thus, adequate quality inspection and testing must be exercised over the fresh concrete, if concrete with the required strength, durability and appearance is to be obtained. The testing of concrete delivered to the construction job site involves testing of fresh concrete and performing strength tests on hardened concrete. The principal tests conducted on fresh concrete include the slump test and tests for air and salt content. The temperature of fresh concrete should be checked out hot or cold weather concreting. The 7-day and 28-day strength of hardened concrete are also determined by compression tests on usually cylinder samples. However, it is very complex and time-consuming process requiring a lot of efforts to document those on-site concrete testing results and to accumulate their historical data. The primary objective of this study is to suggest a unique PDA and web-based system which enables an on-site quality manager to effectively conduct the concrete inspection and testing, automatically document and accumulate the collected historical data, and promptly obtain the approval from supervisors. Finally, it is anticipated that the effective use of the proposed PDA and web-based system would be able to improve reliability of the concrete quality inspection and testing data as well as significantly reduce the approval process.

Derivation of Data Quality Attributes and their Priorities Based on Customer Requirements (고객의 요구사항에 기반한 데이터품질 평가속성 및 우선순위 도출)

  • Jang, Kyoung-Ae;Kim, Ja-Hee;Kim, Woo Je
    • KIPS Transactions on Software and Data Engineering
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    • v.4 no.12
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    • pp.549-560
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    • 2015
  • There is a wide variety of data quality attributes such as the ones proposed by the ISO/IEC organization and also by many other domestic and international institutions. However, it takes considerable time and costs to apply those criteria and guidelines to real environment. Therefore, it needs to define data quality evaluation attributes which are easily applicable and are not influenced by organizational environment limitations. The purpose of this paper is to derive data quality attributes and order of their priorities based on customer requirements for managing the process systematically and evaluating the data quantitatively. This study identifies the customer cognitive constructs of data quality attributes using the RGT(Repertory Grid Technique) based on a Korean quality standard model (DQC-M). Also the correlation analysis on the identified constructs is conducted, and the evaluation attributes is prioritized and ranked using the AHP. As the results of this paper, the consistent system, the accurate data, the efficient environment, the flexible management, and the continuous improvement are derived at the first level of the data quality evaluation attributes. Also, Control Compliance(13%), Regulatory Compliance(10%), Requirement Completeness(9.6%), Accuracy(8.4%), and Traceability(6.8%) are ranked on the top 5 of the 19 attributes in the second level.

A Study on Analysis and Design of SIR-CM for supporting CMMI (CMMI 지원을 위한 SIR-CM 분석 및 설계에 관한 연구)

  • Park, Eun-Ju;Lee, Sung-Wook;Shin, Seung-Woo;Kim, Haeng-Kon
    • Annual Conference of KIPS
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    • 2007.05a
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    • pp.168-171
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    • 2007
  • 현재 많은 SI업계나 IT기업들은 소프트웨어 프로세스의 품질 향상을 위해서, 사실적 표준이 되어가고 있는 CMMI 인증을 취득하려 하고 있다. 조직은 이를 위해 여러 CMMI 지원 도구들을 이용하게 되는데 각 도구별 산출자산들의 데이터 형식이나 종류가 다를 수 있다. 따라서 그들을 표준화하여 통합 저장하고 관리할 수 있는 통합 저장소가 필요하다. 본 논문에서는 이질적인 산출물들의 효과적인 관리 지원을 위한 SIR-CM(SPIC Integration Repository-Configuration Management) 시스템을 제안한다. 이것은 소프트웨어 프로세스 개선 센터(SPIC)의 각 지원 도구로부터 산출되는 이질적인 산출물들을 통합하여 저장, 관리 할 수 있다. 그리고 처음 SPI를 위해 CMMI의 인증을 받으려는 기업에게 충분히 필요한 시스템이라 판단되고 더욱 질 좋은 소프트웨어 프로세스 개선을 가져다 줄 것이다

TMDM for Data Integration Management in Cloud Environment (클라우드 환경에서 데이터 통합 관리를 위한 TMDM)

  • Moon, Seok-jae;Shin, Hyo-young;Jeong, Gye-dong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2012.10a
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    • pp.970-973
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    • 2012
  • In cloud environment, enterprises use a number of systems which are not interconnected and save master information in a distributed way in each of them. Master information which is not managed is incorrect and discord each other so that lowers efficiency of business process and disables optimum decision making. It is necessary to do high-qualified management of master information to operate efficient and errorless business process. This paper suggests TMDM as a solution to solve heterogeneous problems occurred between interconnected master information in cloud environment and to manage business process in an efficient method. TMDM is an information storage that is suggested to solve mutual discord problems between master information using Topic Maps that considers correlation between data. Topic Maps can be connected by association between topics in order to access through a topic to all related knowledge information which is described by the topic. This also can be applied to master information between legacy systems within cloud.

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The comparative study of IWRM between ETL and ELT (통합수자원관리의 ETL, ELT 비교 연구)

  • Soon Yeon Kim;Young Jin Won
    • Proceedings of the Korea Water Resources Association Conference
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    • 2023.05a
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    • pp.392-392
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    • 2023
  • 통합수자원관리 IWRM(Integrated Water Resources Management)를 위한 다각도의 연구가 진행되고 있다. 구축된 정보의 활용 증진, 정책적 측면 등이 어우러져 고려되어야 비로소 통합으로서의 가치가 확보될 것이다. 본 고에서는 그중 데이터 측면을 살펴본다. 데이터 관점에서도 정보의 수집, 유통, 품질 등 여러 관점의 주제가 존재한다. 예를 들어 유통을 위한 메타데이터는 ISO 19139의 채택에서 추가 보완할 부분이 무엇인지, 유통을 위한 포맷과 인터페이스는 XML과 OGC WFS를 채택시 충분한 호환성이 확보되는지 등 이 주요한 검토요소가 될 것이다. 본 고에서는 이러한 고민에 앞서, 초기 절차인 시스템 적재 과정의 ETL(Extract, Transform and Load)과 ELT(Extract, Load and Transform) 방법을 비교하고자 한다. 수자원 분야 데이터를 사용한 예시 사례를 통하여, 최근 데이터 산업 분야에서 ETL과 ELT 차이가 이슈화되고 있는 이유를 살펴보고, 온프레미스와 클라우드 상황에 대하여 두 가지 방법의 장단점을 비교함으로서 다양한 데이터를 직면하게 되는 IWRM에서의 데이터 적응에 대한 힌트를 얻고자 한다. 기본적으로는 ETL보다 ELT의 효율성이 높을 것으로 전망된다. 그러나 해당 변환 과정이 일회성인지 반복적인지 고려해야 한다. 또한 변환에 있어 지배적인 요소가 변환 프로세스의 복잡도인지, 레코드 건수인지도 유불리에 영향을 준다. 비용측면에서는 ETL보다 ELT의 저장 비용이 증가할 수 있고, 이는 온프레미스 DBMS에서 PaaS 유형의 DBMS로 전환되어감에 따라 더 큰 부담이 될 수 있다. 무엇보다 ETL, ELT에서는 요구되는 변환 기술의 종류가 다르다. 예를 들어 Desktop GIS 도구와 ANSI 표준 SQL 기술로 대표될 수 있으며 각 수행조직에서는 보유 인적자원의 기술 현황과 학습곡선 등을 고려해야 한다. 결론적으로 ETL, ELT의 비교에 있어서는 처리시간과 동시에, 비용과 인적 자원 그리고 전략적 측면도 함께 검토되어야 한다.

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