• The Korean Journal of Archival Studies
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• no.67
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• pp.99-138
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• 2021

In the era of big data, analyzing not only structured data but also unstructured data is emerging as an important task. Official documents produced by government agencies are also subject to big data analysis as large text-based unstructured data. From the perspective of internal work efficiency, knowledge management, records management, etc, it is necessary to analyze big data of public documents to derive useful implications. However, since many of the public documents currently held by public institutions are not in open format, a pre-processing process of extracting text from a bitstream is required for big data analysis. In addition, since contextual metadata is not sufficiently stored in the document file, separate efforts to secure metadata are required for high-quality analysis. In conclusion, the current official documents have a low level of machine readability, so big data analysis becomes expensive.

• Proceedings of the Korea Water Resources Association Conference
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• 2021.06a
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• pp.431-431
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• 2021

4차 산업혁명의 도래로 사회기반시설물의 계획 및 운영관리에 있어 데이터 분석을 통한 가치추출에 대한 관심은 매우 높은 상황이다. 데이터의 가용성과 접근성, 정부 지원 등을 평가하는 공공데이터 개방지수에서 한국은 1점 만점에 0.93점을 획득하여 경제협력개발기구 회원국 중 1위(2019년 기준)를 할 정도로 매우 높은 수준(평균 0.60점)이다. 그러나 공식적으로 발표 및 배포되는 사회기반시설물 관련 정보와 심도 있는 연구 분석이 필요한 정보는 접근이 여전히 제한적이라 할 수 있다. 특히 대표적인 사회기반시설물인 상수도시스템은 대부분 국가중요시설로 지정되어 있어 다양한 정보를 획득하고 분석하는데 제약이 존재하며, 관련 국가통계인 상수도통계에서는 누수사고 등과 같은 비정상적 상황에 대한 사고지점, 원인 등과 같은 세부정보는 제공하고 있지 않다. 본 연구에서는 웹크롤링 및 빅데이터 분석기술을 활용하여 과거 일정기간 발생한 지자체의 상수도 누수사고 관련 뉴스를 전수조사하고 도출된 사고건수를 국가 공인 정보인 상수도통계자료와 비교·분석하였다. 독립적인 누수사고 기사를 추출하기 위해서 중복기사의 제거, 누수 관련 키워드 정립, 상수도분야 이외의 관련기사 제거 등의 절차가 필요하며, 이와 같은 기법은 R프로그래밍을 통해 구현되었다. 추가적으로 뉴스기사의 자연어 처리기반 정보추출기법을 통해 누수사고 건수 뿐만 아니라 사고발생일, 위치, 원인, 피해정도, 그리고 대상 관로의 크기 등을 획득하여 상수도 통계에서 제시하고 있는 정보보다 많은 가치를 추출하여 연계할 수 있는 방안을 제시하였다. 제시된 방법론을 국내 A광역시에 적용하여 누수사고 건수를 비교한 결과 상수도통계에서 제시하고 있는 누수발생건수와 유사한 규모의 사고건수를 뉴스기사분석을 통해 도출할 수 있었다. 제안된 방법론은 추가적인 정보의 추출이 가능하다는 점에서 향후 활용성이 높을 것으로 기대된다.

• Information Systems Review
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• v.17 no.3
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• pp.1-17
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• 2015

Due to the constant expansion of overseas public IT market, exportation market mainly based on e-government is expanding and platform needs to be introduced urgently to systematically support it. Thus, this study was carried on to draw evaluation items and weighted value of tools to support decision-making out of services of public IT platform. In this study, the tools supporting decision-making were defined as concept that draws exportation customers by wholly considering 2 aspects of enterprise capabilities and national environment. To develop tools supporting decision-making, the items to evaluate the aspect of enterprise capabilities and national environment were drawn through study on literature and open question and evaluation items were eliminated and AHP analysis was done through question given to experts. As a result, the significance was found in the order of Export Competitive Advantage > Export Marketing Strategy > Export Human Resources > Export-Related Organizational Resources > Export-Related Organizational Capabilities in the aspect of enterprise capabilities. The significance of evaluation was found in the order of Service Market Efficiency > Technical innovation and Maturity > Institutions > Market Efficiency > Macroeconomic Environment > Infrastructure in the aspect of national environment.

• The Journal of Korean Institute of Information Technology
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• v.17 no.5
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• pp.105-116
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• 2019

Most of the public and private buildings in Korea are installing CCTV for crime prevention and follow-up action, insider security, facility safety, and fire prevention, and the number of installations is increasing each year. In the questionnaire conducted on the increasing CCTV, many reactions were positive in terms of the prevention of crime that could occur due to the installation, rather than negative views such as privacy violation caused by CCTV shooting. However, CCTV poses a lot of privacy risks, and when the image data is collected using the cloud, the personal information of the subject can be leaked. InseCam relayed the CCTV surveillance video of each country in real time, including the front camera of the notebook computer, which caused a big issue. In this paper, we introduce a system to prevent leakage of private information and enhance the security of the cloud system by processing the privacy technique on image information about a subject photographed through CCTV.

• Fire Science and Engineering
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• v.28 no.2
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• pp.82-90
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• 2014

According to recent government's 3.0 operating paradigm for the opening and sharing of public information, relationship between humidity, temperature and fire occurrence were analyzed using the data in National Weather Service and National Emergency Management Agency. In order to analyze the relationships between humidity, temperature and fire occurrence, hourly frequency of fire occurrence compared with humidity and temperature ranges was suggested as an analysis method. Tendencies of fire occurrence frequencies were examined through this and characteristics of detailed attributes could be statistically identified. Results about hourly frequencies of fire occurrence by classifying the humidity ranges in each region showed increasing frequencies in all areas where the humidity is lower. Hourly frequencies of fire occurrence according to temperature ranges were identified to be similar in each area as well. In addition, characteristics of objects' attributes were analyzed including types of fire, igniting source of fire, initial complex, reasons of fire occurrence, and distinctive directions were suggested. Suggested method in this paper could be practically used when suggesting the frequency in each category in fire occurrence statistics of National Fire Information System.

• Journal of the Korean Society for information Management
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• v.28 no.3
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• pp.257-273
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• 2011

This study aimed to identify the problems by analyzing the actual condition based on the legal requirements among Saemaul mini-libraries in Busan Metropolitan City. The results are like these. There were 154 Saemaul mini-Libraries. Of them, the rate of Small-Libraries which satisfied the requirements of a municipal library to the Library Act was 0%(0) in part of building floor space, 1%(1) in part of a reading room, 40%(59) in part of the data in a library and 31%(45) in the number of books to be supplemented per year. Mini-library which satisfied as the requirements for a small-scale public library was 37%(58) in part of the floor space, 66%(101) in part of a reading room, and 73%(112) in part of data in a library. 50%(77) of the mini-library was open more than 5 days per week. 52% (80) Mini-libraries was open for more than 5 hours per day. mini-library with permanent professionals(librarians) was only 1%(2). Mini-libraries of 99%(152) were non-professional workers(no librarians). For the average budget per year, 81%(127) spent less than 10 million won. 5%(5) received government subsidies. The mini-library of 74%(114) spent less than 5 million won on average for purchasing materials. Most of mini-libraries didn't meet the requirements of small-scale libraries to be private libraries or public libraries. It was also found that mini-libraries had various features on the location.

• Journal of the Korean Association of Geographic Information Studies
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• v.25 no.1
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• pp.150-163
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• 2022

Recently, the gated community has been increasing due to various reasons such as demand for differentiated areas and security, but various problems have been raised, including regional conflicts, traffic restrictions and disconnection of surrounding areas. Therefore, this study empirically considered what kind of spatial effect the gated community has on the surrounding area by analyzing the vitality using floating population big data and analyzing pedestrian accessibility using network analysis and social network analysis. As a result, it was found that the overall vitality in the study area was greatly affected by the land use and the building use. However, focusing on apartment complexes, even in the same land use, when the form of the complex is open to the outside, there is a lot of floating population, so the vitality is high. In terms of accessibility, assuming that the gated community is open, it was found that as the physical connectivity improved, there were more roads for pedestrians to choose from, and the accessibility improved as traffic and exchanges occurred in the disconnected space. The value of improving property rights and residential environment is also precious, but it is necessary to review how to reflect the improvement of local permeability in enhancing the publicness of cities and the value and direction of communities that can coexist with the region.

• Journal of the Korean Society for Library and Information Science
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• v.52 no.3
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• pp.215-246
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• 2018

As a law library representing the Department of Justice, the Supreme Court Library of Korea collects various domestic and foreign legal information and aims to become more publicly accessible. In 2018, after its relocation to Goyang, Korea, the library has initiated check-out services to citizens and is currently developing a plan to provide services in the legal field. In this study, we have assessed the current situation at the Supreme Court Library as well as public libraries in Goyang. Furthermore, we have surveyed future users and legal experts to formulate a proposal for optimal literary composition and spatial composition, as well as library arrangement. Survey participants expected extensive provision of legal information regarding legal professions and the general public. There was a significant difference in opinion between legal experts and users with respect to resources for the public; general citizens desire more materials related to general topics whereas legal experts expect more law-specific resources such as information regarding judicial precedents and court decisions, research articles. Furthermore, 80% of users expressed interest in utilizing the library; therefore, active efforts to improve its facilities will lead to successful operations of the library.

• Journal of the Korean Society for Library and Information Science
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• v.43 no.4
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• pp.381-430
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• 2009

Using Spradley's ethnographic method, the study was designed to describe and understand the factors contributing to the occupational socialization of librarians. Three in-depth interviews and one observation were conducted with each of the sixteen participants who have practiced for longer than 5 years in libraries and were selected by theoretical sampling. Eight factors emerged from the data: education in universities, social changes, work, human relationships, users, the library organizational climate, social perception, and striving to enhance the professional. 'Overcoming a lack of understanding about the profession' was the cultural theme for describing and integrating the factors contributing to the occupational socialization of librarians.

• Journal of the Korean Society for Library and Information Science
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• v.42 no.2
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• pp.327-370
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• 2008

The purpose of this study was to identify and understand the meaning and structure of librarians' experience of occupational socialization. Two in-depth interviews were conducted with each of the sixteen participants, practiced above 5 years in libraries and selected by theoretical sampling. Colaizzi's method of phenomenological interpretation was used to arrive at themes that represent what the experience of being a librarian meant to participants. Five thematic categories emerged from the data: 1) growing through deepening work and extending ability, 2) adapting the organization culture, 3) come to maturity along with users, 3) having double consciousness of the profession, 4) seeking self-realization as a librarian. Thus, librarians' experience means to orient toward the becoming a librarian with the professional situated the practice, and is the process librarian concretizes and realizes the ideal type of librarianship in the practice through adjustable interactive-process with environments.