• Title/Summary/Keyword: 데이터 관리 실무

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Standardization of the Work Classification System in Spatial Data Construction - Laying Stress on the Basic Surveying - (공간데이터 구축의 공종분류체계 표준화 - 기본측량을 중심으로 -)

  • Choi, Byoung-Gil;Cho, Kwang-Hee;Kim, Sung-Soo
    • Journal of Korean Society for Geospatial Information Science
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    • v.14 no.2 s.36
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    • pp.69-75
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    • 2006
  • This study aims to standardize the work classification system in spatial data. It is the base frame to classify the general information systematically in spatial data construction process. Work process of the surveying firm and rules for basic surveying which is being accomplished in the NGII(National Geographic Information Institute) are investigated and analysed. Therefore, types, individual process, and results of surveying work is standardized. If the work classification system from this study is adopted as the national standard and is also advanced by construction methodology, the spatial data will be managed futuristically and systematically.

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Development of an Automatic Classification Model for Construction Site Photos with Semantic Analysis based on Korean Construction Specification (표준시방서 기반의 의미론적 분석을 반영한 건설 현장 사진 자동 분류 모델 개발)

  • Park, Min-Geon;Kim, Kyung-Hwan
    • Korean Journal of Construction Engineering and Management
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    • v.25 no.3
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    • pp.58-67
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    • 2024
  • In the era of the fourth industrial revolution, data plays a vital role in enhancing the productivity of industries. To advance digitalization in the construction industry, which suffers from a lack of available data, this study proposes a model that classifies construction site photos by work types. Unlike traditional image classification models that solely rely on visual data, the model in this study includes semantic analysis of construction work types. This is achieved by extracting the significance of relationships between objects and work types from the standard construction specification. These relationships are then used to enhance the classification process by correlating them with objects detected in photos. This model improves the interpretability and reliability of classification results, offering convenience to field operators in photo categorization tasks. Additionally, the model's practical utility has been validated through integration into a classification program. As a result, this study is expected to contribute to the digitalization of the construction industry.

A Study on the Establishment of Integrated Information System for School Facilities -on the Design Direction of Information Implementation- (학교시설 통합정보시스템 구축방안에 관한 연구 - 정보화 구축설계 방향을 중심으로 -)

  • Lee, Sang Min;Ro, Keun Chul;Yoo, Seung Ho
    • The Journal of Sustainable Design and Educational Environment Research
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    • v.16 no.1
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    • pp.30-38
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    • 2017
  • Despite the fact that school facilities are one of the most important public facilities, information about school facilities is not systematically managed. The purpose of this study was to investigate the direction of system construction to provide objective data on school facilities, which is the basic element of school facility policy. In this study, we propose a system construction method to improve the information management procedure of school facility information and school facilities, and suggest a system design direction for providing service that can be practically used.

Designing External Metadata of National Geography Institute for Distributing Digital Maps (수치지도 공급을 위한 국립지리원 외부메타데이터의 설계)

  • Kim, Kye-Hyun;Kim, Hee-Du;Lim, Sam-Sung;Lee, Kyung-Sook;Yu, Seung-Keun
    • Journal of Korea Spatial Information System Society
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    • v.1 no.1 s.1
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    • pp.89-98
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    • 1999
  • The major purpose of this study wa to desgin a external metadata of National Geography Institute(NGI) for the effective management and distribution of the digital maps. For designing a standard external metadata reflecting the current trends of the international organizations on standardization, a prelimenary study was made mainly concentrating on the analysis of the metadata of the developed countries along with domestic cases. For better assessing NGI needs, all the metadata related material of the NGI were collected and classified based on the NGI's workflow. The external metadata draft was made considering the results from the analysis of the existing NGI material and the draft was also cited some major cores from the ISO standards. Continuous efforts should be made in the future to update the metadata draft based on the opinions from the NGI engineers and the technical trends of the international organizations.

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Self-Leadership as Antecedent of Organizational Commitment and Intention to Leave among Data Scientists (데이터과학자의 셀프리더십이 이직의도에 미치는 영향: 인지된 직무자율성의 조절된 매개역할)

  • Jung, Chang Mo
    • The Journal of the Korea Contents Association
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    • v.21 no.5
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    • pp.47-69
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    • 2021
  • Data scientists are new knowledge workers representing the knowledge economy era. Knowledge workers perform unstandardized works that solve ambiguity-intensive problems. Therefore, self-leadership, which emphasizes self-motivated, autonomous judgment and execution, significantly influences their work-related outcomes. Even knowledge workers have high occupational commitment, they usually show low organizational commitment. Knowledge workers' intention to leave is also relatively high due to this reason. This study focused on data scientists' self-leadership, predicted that self-leadership would increase an organization's commitment and intention to leave. Based on the trait activation theory(TAT), the author also confirmed how perceived job autonomy enhances self-leadership influences. Results showed that data scientists' self-leadership significantly lowered intention to leave through organizational commitment and this mediating effect was moderated by perceived job autonomy. This study broadened the theoretical understanding the effects of knowledge workers' self-leadership and presented practical implications for managing data scientists.

A Meta-Analysis of Influencing Soybean Food Interventions on the Metabolic Syndrome Risk Factors Utilizing Big Data (빅데이터 분석을 활용한 콩 식품 중재가 대사증후군 위험요인에 미치는 영향 메타분석)

  • Jin, Chan-Yong;Yu, Ok-Kyeong;Nam, Soo-Tai
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.20 no.6
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    • pp.1074-1080
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    • 2016
  • Big data analysis refers the ability to store, manage and analyze collected data from an existing database management tool. Thus, meta-analysis is a statistical integration method that delivers an opportunity to overview the entire result of integrating and analyzing many quantitative research results. Commonly, factors of metabolic syndrome can be defined as abdominal obesity, systolic blood pressure, diastolic blood pressure, triglycerides, and high density lipoprotein cholesterol. In this meta-analysis, we concluded that the path between pre and post of the fasting blood glucose had the largest effect size of (r = -.324). Therefore, the effect of soybean food intervention showed an explanatory power of 10%. The second biggest effect size (r = .256) was found the path between pre and post in the waist circumference. Unfortunately, soybean food intake showed no improvement on abdominal obesity. Thus, we present the theoretical and practical implications of these results.

Information Systems and Knowledge Management in Construction Management - Focusing on Soft Systems Methodology (SSM) (건설경영에서의 정보시스템 및 지식경영 - 연성정보시스템 방법론을 중심으로 -)

  • Kim Ju-Hyung
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • autumn
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    • pp.91-96
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    • 2002
  • Research and case study on implementing Knowledge Management (KM) in various fields have been published. However, KM could be misunderstood as developed Information Technology (IT) rather than a managerial tool to support knowledge creation in an organization unless the theoretical background on the evolution of KM is rigorously considered. This paper aims to review philosophy of science and managerial trends that can explain the reasons for introducing KM into the industry. Based on this theoretical background, Soft Systems Method (SSM), one of method to facilitate knowledge flows, are explained. SSM has been developed to cope with the characteristics of knowledge distinguished from data and information. Further research topics relevant to SSM in construction management as a practical application and educational tool are presented.

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An Investigation on the Quality of Academic Library Collections in Korea (대학도서관 장서문제의 본질과 해법: 실물장서를 중심으로)

  • Lee, Jae-Whoan
    • Journal of Korean Library and Information Science Society
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    • v.45 no.4
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    • pp.277-308
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    • 2014
  • The purposes of this article are to raise the quality issues of Korean academic library collections and explore the feasible solutions to resolve the quality problems. To the end a thorough examination on the quality of Korean academic library collections is at the first hand carried out, and then followed is a careful investigation on the various causes of 'surprisingly low quality' of Korean academic library collections. Finally discussed is the solutions to improve the low quality of library collections at both national and individual academic library level. Discussions on this article are based on the sample data with 10 major academic libraries in South Korea.

A Study on Constructing and Customizing an AtoM System (AtoM 시스템의 구축과 커스터마이징 방법에 관한 연구)

  • An, Dae-Jin;Kim, Ik-Han
    • The Korean Journal of Archival Studies
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    • no.45
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    • pp.5-50
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    • 2015
  • In 2012, the International Council on Archives(ICA) distributed AtoM public release, an archival description software based on web, for free to support small archival institutions. The purpose of AtoM project was to let a single or multiple repositories describe archival materials based on ICA descriptive standards and access via a web browser. The value of AtoM project is to promote actual business experience by sharing technical expertise and form active community between users and developers. Recently, there is a growing interest in open source software in the field of domestic record management. This interest is to not only reduce cost, but to escape technology dependencies and to address requirements on the field. The critical mind of this study lies in the fact that there is no practical methodology to establish AtoM system. Even when using AtoM itself, basic tasks such as the migration of the existing data or the improvement of user interface are required. That is why this study suggests the process and methodologies to establish and customize archival information system based on AtoM software.

Integrated Information Management for Composite Object Properties in BIM (BIM 복합객체에 대한 속성정보의 통합관리)

  • Kim, Karam;Yu, Jungho
    • Korean Journal of Construction Engineering and Management
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    • v.16 no.2
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    • pp.97-105
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    • 2015
  • Building information modeling (BIM)-based construction projects have increased and become more varied, and as such the management of BIM-based facility information is also increasingly important for facility maintenance. Information management, and specifically product data mapping, however, has some problems in the area of manual data entry and does not adequately consider the exchange requirements of facility maintenance. Therefore, it is necessary to introduce a method to improve the management of composite object information for BIM-based facility maintenance so that it can handle construction operation building information exchange (COBie) data for a composite object. Therefore, we present a method to map COBie data to related materials of a composite object. This research contributes to increasing the efficiency and accuracy of the required information mapping between a building model and product data using a BIM library through optimal BIM data adoption. Moreover, it allows for the creation and management of specific product data at the design development phase.