• 제목/요약/키워드: data standardization

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활용성 제고를 위한 공공데이터 표준화 연구 (Data Standardization for the Enhanced Utilization of Public Government Data)

  • 김은진;김민수;김희웅
    • 지식경영연구
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    • 제20권4호
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    • pp.23-38
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    • 2019
  • The Korean government has been trying to create new economic value-added and jobs by the openness and utilization of open government data. However, most of open government data has poor utilization rate. Although open government data standardization is a major cause of those inactivation, it is not sufficient to conduct empirical research on open government data itself. Based on this trend, this paper aims to find the priority area for opening data and suggests a realistic directions of standardization of open government data. Text mining and social network analysis approaches are used to analyze open government data and standardization. This research suggests the guides to open government data managers in practical view from selection of data to standardization direction. In addition, this research has academic implications to the knowledge management systems in terms of suggesting standardization direction by using various techniques.

유통 상품의 데이터 품질 관리를 위한 데이터 표준화에 대한 연구 (An Empirical Study on Quality Improvement by Data Standardization for Distributed Goods)

  • 송장섭;류성렬
    • 한국컴퓨터정보학회논문지
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    • 제18권9호
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    • pp.101-109
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    • 2013
  • 데이터 품질 관리는 매우 중요하다. 본 연구는 효율적인 기업 데이터의 품질 관리를 위한 데이터 표준화 설계를 유통 상품 사례로 구축 방안을 제시하고 그 효과를 검증 하였다. 데이터 표준화 설계 방안으로 데이터 표준화 체계와 데이터 사전을 설계 하였다. 데이터 표준화 체계 설계를 위하여 데이터를 분류, 속성, 식별하였으며, 데이터 사전 설계를 위하여 데이터 사전 설계 프로세스와 단어 용어 도메인 코드사전을 구축하고, 데이터 표준화 설계 방안을 제시하였다. 제시한 데이터 표준화 방안의 효율성을 정량적, 정성적 방법으로 검증한 결과데이터표준화로 인한 데이터 품질은 24% 및 데이터 사전의 속성 설계인 일관성에 대한 데이터의 구조적 품질은 7% 향상되고, 유효함을 입증하였다.

고해상도 위성 영상자료 표준화 동향 (Standardization of High-resolution Satellite Image data)

  • 이동한;서두천;임효숙
    • 항공우주산업기술동향
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    • 제6권2호
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    • pp.31-39
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    • 2008
  • 본 논문에서는, 위성 영상자료 표준화에 대한 정의 및 표준화에 따른 일반 사용자들의 요구사항들을 설명한다. 위성을 개발하고 운영하더라도 일반 사용자가 사용하지 않는다면 그 위성은 무용지물일 수밖에 없다. 일반 사용자가 위성 영상자료를 원활하게 사용하기 위해서는 위성 영상자료에 대한 표준화가 이루어져야하고 한국항공우주연구원은 아리랑 위성의 개발 기관으로서 위성 영상자료의 표준화를 완수해야한다. 위성 영상 자료의 표준화를 위해서는 위성 개발 요구사항, 국제 영상자료 표준화, 일반 사용자 요구사항들을 반영해야 하고, 일반 사용자들에게 제공되는 영상자료도 표준 형식을 수용해야한다. 또한 위성 영상자료 품질을 확보하기 위한 검보정 작업이 필수적으로 수행되어야 한다. 한국항공우주연구원은 이미 운영 중인 아리랑 위성 2호를 포함하여 다목적 실용위성5호와 3호의 표준화를 위한 작업을 단계별로 수행 중이다.

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중국의 혁명역사기록물의 목록기술과 검색분류(1) (Bibliographical Description and Classification Indexing For Revolutionary Historical Archives in China(1))

  • 이승휘
    • 기록학연구
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    • 제4호
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    • pp.131-161
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    • 2001
  • This paper is to examine the bibliographical description of the revolutionary historical archives and the standardization of the archives management in China. The standardization in the field of records and archives management was not initiated on its own way but as a part of national - leveled standardization. As a first step National Committee on Technical Standardization of Literature was established, followed by the establishing of Committee on Technical Standardization of Micro - filming and Committee of Technical Standardization of Paper Form. The standardization of the records and archives management was carried out in the context of functions of these three committees. In 1983 the standardization in the sphere of records and archives management speeded up, when the National Archives Administration formed small organizations which led the standardization work all over the country. A committee of standardization originated from small organizations and it brought a great progress of the standardization. If some opinions on standardization were submitted from records offices or related offices, they were examined by the committee of standardization. The opinions that were submitted by the committee of standardization were examined by the National Archives Administration which proclaimed it officially. The Chinese government commenced to establish the bibliographical data centre for historical archives and materials on the basis of this process of standardization. In the case of the revolutionary historical archives the description was made on the level of sources(provenance), which was sent to the bibliographical data centre for historical archives and materials. The Chinese government set digitalizing as a goal in records and archives management in the middle of 1990's. It was regulated that the description of records item that should be transferred to the center must be digitalized. However, the description of the file level was not made separately being reflected in the process of description of item level. (The second part of the paper will be released in the next volume).

한국적 CALS 표준화 구축방안 (Construction of Korean Korea CALS Standardization)

  • 김철환;김규수;신영인
    • 한국전자거래학회지
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    • 제1권1호
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    • pp.117-140
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    • 1996
  • CALS is recognized as a national response to the new chapter of information society. It is essential that the standardization in Korea should be constructed compatible with not only domestic but also international standardization trend. This study aims to propose a proper direction of CALS standardization in Korea, based on the international CALS standardization movement. This paper classifies standard into five types and provides a proper direction and guidance far each standard. As a trend of CALS standard, all ten data files are converted using SGML standard far the interchangeability of data among heterogenous systems. CAD and Graphic data arc also moving toward to the STEP as their standard. In this regard, this paper discusses how to implement SGML and STEP Model. Finally, this paper proposes a method how to construct an EDI system with CALS standard and how to establish a standard authorization institute which will be responsible far the standard authorization. Furthermore, this paper also proposes the CALS Test Network (CTN) as its experimental method.

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개방형 환경과 국가지리정보체계(NGIS) 표준화 (A study on the Open System Environment and NGIS Standards)

  • 진희채
    • 대한공간정보학회지
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    • 제3권2호
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    • pp.83-90
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    • 1995
  • 국가지리정보체계의 표준화는 정보의 공동활용 및 상호운용성의 확보 등을 이유로 중요한 존재로 부과되고 있다. 이의 표준화는 현재 구체적으로 추진되고 있는 현재 국제적으로 추진되고 있는 OSE/RM을 참조하여 발전할 수 있으며 이의 구조에 맞는 국가 표준의 제정이 요구된다. 현재 추진하고 있는 국가지리정보체계 표준화는 국가 기본도 표준화와 공통데이터교환포맷 표준화가 있으며 국가 기본도 표준화에서는 지형지물 코드 및 속성 부분데이타 모델링 등을 추진하고 있고 공통데이터교환포맷 표준화에서는 국외표준의 국내수용으로 그 기본 방향을 유지하고 있다.

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A Study on Big Data Analytics Services and Standardization for Smart Manufacturing Innovation

  • Kim, Cheolrim;Kim, Seungcheon
    • International Journal of Internet, Broadcasting and Communication
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    • 제14권3호
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    • pp.91-100
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    • 2022
  • Major developed countries are seriously considering smart factories to increase their manufacturing competitiveness. Smart factory is a customized factory that incorporates ICT in the entire process from product planning to design, distribution and sales. This can reduce production costs and respond flexibly to the consumer market. The smart factory converts physical signals into digital signals, connects machines, parts, factories, manufacturing processes, people, and supply chain partners in the factory to each other, and uses the collected data to enable the smart factory platform to operate intelligently. Enhancing personalized value is the key. Therefore, it can be said that the success or failure of a smart factory depends on whether big data is secured and utilized. Standardized communication and collaboration are required to smoothly acquire big data inside and outside the factory in the smart factory, and the use of big data can be maximized through big data analysis. This study examines big data analysis and standardization in smart factory. Manufacturing innovation by country, smart factory construction framework, smart factory implementation key elements, big data analysis and visualization, etc. will be reviewed first. Through this, we propose services such as big data infrastructure construction process, big data platform components, big data modeling, big data quality management components, big data standardization, and big data implementation consulting that can be suggested when building big data infrastructure in smart factories. It is expected that this proposal can be a guide for building big data infrastructure for companies that want to introduce a smart factory.

국내 스마트공장 및 제조 데이터 표준 개발 동향 (Development of Domestic Standardization in Smart Factory and Manufacturing Data)

  • 조웅
    • 한국전자통신학회논문지
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    • 제16권5호
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    • pp.783-788
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    • 2021
  • 스마트제조는 제품기획, 설계, 생산, 품질, 재고, 조달 등 스마트공장 내 제조 프로세스의 정보화, 최적화 및 생산 시스템의 자동화를 ICT기반 스마트 기술로 실현하는 제조 공정으로 정의된다. 본 논문에서는 스마트공장과 스마트제조 시스템의 운영시 발생하는 제조 데이터와 관련된 국내 표준화 동향에 대해 소개한다. 표준화의 범위가 매우 넓기 때문에 스마트공장 및 제조 ICT시스템과 관련된 일반적인 표준화 내용 및 제조 데이터를 거래시 필요한 표준에 관련된 사항을 다룬다. 이를 기반으로 하여 제조 데이터의 활용을 위해 필요한 사항에 대해 논의한다.

Developing a semi-automatic data conversion tool for Korean ecological data standardization

  • Lee, Hyeonjeong;Jung, Hoseok;Shin, Miyoung;Kwon, Ohseok
    • Journal of Ecology and Environment
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    • 제41권3호
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    • pp.78-84
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    • 2017
  • Recently, great demands are rising around the globe for monitoring and studying of long-term ecological changes. To go with the stream, many researchers in South Korea have attempted to share and integrate ecological data for practical use. Although some achievements were made in the meantime, we still have to overcome a big obstacle that existing ecological data in South Korea are mostly spread all over the country in various formats of computer files. In this study, we aim to handle the situation by developing a semi-automatic data conversion tool for Korean ecological data standardization, based on some predefined protocols for ecological data collection and management. The current implementation of this tool works on only five species (libythea celtis, spittle bugs, mosquitoes, pinus, and quercus mongolica), helping data managers to quickly and efficiently obtain a standardized format of ecological data from raw collection data. With this tool, the procedure of data conversion is divided into four steps: data file and protocol selection step, species selection step, attribute mapping step, and data standardization step. To find the usability of this tool, we utilized it to conduct the standardization of raw five species data collected from six different observatory sites of Korean National Parks. As a result, we could obtain a common form of standardized data in a relatively short time. With the help of this tool, various ecological data could be easily integrated into the nationwide common platform, providing broad applicability towards solving many issues in ecological and environmental system.

Estimating the Optimal Ratio of Standard Pallet Use for Logistics Standardization

  • Hong, Sung-Wook;Lee, Soon-Cheul
    • 한국항만경제학회지
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    • 제22권1호
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    • pp.1-15
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    • 2006
  • This paper analyzes how levels of logistics standardization are related to logistics costs. The study surveyed ratios of standard pallet use in order to measure levels of firms' standardization in logistics management. Research focused on how firms' logistics costs were related to their levels of logistics standardization and ratios of standard pallet use. After measuring use of standard pallets and logistics costs, optimal levels of logistics standardization were estimated based on survey data. Logistics costs and standardization were more related to labor than to freight volume or export. Results indicated that firms could reduce logistics costs by raising levels of logistics standardization; optimal levels of standard pallet use out of Korean firms' total manufacturing cargo volume were estimated at 44.26% for multi-standard pallets and 57.99% for a single standard pallet (a unit load system). The study demonstrated that adopting a single standard pallet results in better cost saving logistics systems than use of multi-standard pallet types. These results may explain why firms pursue standardization in logistics systems.

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