• Title/Summary/Keyword: 공공데이터 분석

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Analysis of User's Information Needs in Public Libraries Based on Websites (공공도서관 웹사이트에 나타난 이용자들의 정보요구 분석)

  • Kim, Yong-Gun
    • Journal of Korean Library and Information Science Society
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    • v.39 no.2
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    • pp.355-373
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    • 2008
  • The purpose of this study is to find out user's information needs in public libraries based on websites. The data were collected from the user's plaza in public libraries websites. To identify the user's information needs, the works in the public libraries including acquisition, information services, circulation, digital library, reading room, reference services were analyzed.

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A Study on the Effects of Librarians' Innovative Work Behavior on Service Quality in Public Libraries (공공도서관 사서들의 혁신행동이 서비스 품질에 미치는 영향 연구)

  • Hyunkyung Song
    • Journal of the Korean Society for Library and Information Science
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    • v.58 no.1
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    • pp.417-439
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    • 2024
  • This study aimed to analyze the impact of public library librarians' innovative work behavior on service quality, which is an indicator of organizational performance. To achieve this goal, the study surveyed both librarians and users of seven public libraries in the Seoul metropolitan area and assessed 77 cases of librarian data and 309 cases of user data. The innovative work behaviors of librarians and the quality of service provided to users were examined. The analysis showed that idea realization, the final stage of innovative work behavior, was beneficial for information control. However, idea generation, the initial stage of innovative behavior, adversely affected the affect of service and information control dimensions. The situation where the process stalled at the idea generation stage without progressing to the next stage (idea promotion or realization), was interpreted as leading to decreased service quality. The significance of this study is that it applied the concept of innovative work behavior to public libraries and suggested the impact of public librarians' innovative work behavior on service quality using an empirical method.

A Study on Applicability of Machine Learning for Book Classification of Public Libraries: Focusing on Social Science and Arts (공공도서관 도서 분류를 위한 머신러닝 적용 가능성 연구 - 사회과학과 예술분야를 중심으로 -)

  • Kwak, Chul Wan
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.32 no.1
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    • pp.133-150
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    • 2021
  • The purpose of this study is to identify the applicability of machine learning targeting titles in the classification of books in public libraries. Data analysis was performed using Python's scikit-learn library through the Jupiter notebook of the Anaconda platform. KoNLPy analyzer and Okt class were used for Hangul morpheme analysis. The units of analysis were 2,000 title fields and KDC classification class numbers (300 and 600) extracted from the KORMARC records of public libraries. As a result of analyzing the data using six machine learning models, it showed a possibility of applying machine learning to book classification. Among the models used, the neural network model has the highest accuracy of title classification. The study suggested the need for improving the accuracy of title classification, the need for research on book titles, tokenization of titles, and stop words.

A Study on the Collection Use and Overlap of Regional Collaborative Library System in Public Libraries (공공도서관의 지역통합시스템 운영이 장서의 이용 및 중복에 미치는 영향에 관한 연구)

  • Park, Hyun-Kyung;Noh, Dong-Jo
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.29 no.4
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    • pp.251-267
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    • 2018
  • In this research, a sample was selected from a public library in Paju city, which operates a regional collaborative library system. They collected data on materials, usage, and acquisition. An analysis of book collection data and usage data was also conducted in order to evaluate the correlation between the usage and acquisition by comparing overlap of purchased materials. As a result, circulations and the interlibrary loan (ILL) borrowing requests were differentiated by topics according to targeted materials, and that these characteristics affect the overlap of purchased materials. The study suggested that public libraries in the region collaborative library system need to consider the paradigm of collection and access when purchasing books.

A comparative study on the business value assessment of local government open data assets in China based on AHP technique (AHP기법을 활용한 중국 지방정부 공공데이터 자산의 상업적 가치평가 대한 비교연구)

  • Jiaming Yin;Jae-Yeon Sim
    • Industry Promotion Research
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    • v.8 no.3
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    • pp.201-210
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    • 2023
  • This study is based on data ecology theory and takes Chinese local governments' open public data as the research object. Data asset value assessment methods are compared from a new perspective of data business operations. The results show that the assessment model constructed using the hierarchical analysis method (AHP) can more objectively reflect the commercial value of government open data assets than the traditional cost, revenue and market methods, has the advantage of a comprehensive assessment of data value index, and better reflects the findings of a comprehensive index of regional data value. The data show that the local government data value assessment index is positively proportional to the region's digital economy development index, highlighting the driving effect on the digital economy. The results of the study provide a good help for the identification of local government data value rights. The research and practice of promoting the construction of data innovation and data business operation models, improving social well-being and promoting the rapid development of the digital economy to achieve data realisation provides a good reference.

A Study on Information Assetization Policy of Records: Focusing on Directive (EU) 2019/1024 (기록의 정보자산화 정책 연구 - Directive (EU) 2019/1024를 중심으로 -)

  • Minseon Jeong;Soonhee Kim
    • Journal of Korean Library and Information Science Society
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    • v.54 no.2
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    • pp.111-130
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    • 2023
  • With the arrival of the knowledge information society, records as assets have become increasingly important. As defined in ISO 30300, records must be actively utilized to contribute to organizational management and generate added value. To create added value through records, their utilization must be prioritized. While countries like the UK, New Zealand, and Australia recognize records as assets and propose record assetization policies, specific measures for managing records as assets have yet to be suggested. To address this gap, we analyze Directive (EU) 2019/1024, established by the EU, to facilitate commercial use and promote accessible public information. We derive seven characteristics from the analysis and extract insights from Italian policies and actual implementation cases that reflect them in accordance with the regulations of the EU guidelines. In addition, the correlation between the Public Data Act and the Public Records Act in Korea was revealed, and points that could reflect Directive (EU) 2019/1024 in Korea were derived. Through this study, it is expected that public data will be treated as information assets and serve as a stepping stone for preparing information assetization policies for records.

A Study on Enhancement of Library Service for the Disabled in Public Libraries (공공도서관의 장애인서비스 활성화 방안)

  • Kang, Sook-Hee
    • Journal of Korean Library and Information Science Society
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    • v.40 no.4
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    • pp.353-379
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    • 2009
  • Since April last year when "the disability discrimination act" became effective in Korea, public libraries in Korea have been obligated to provide library service to the disabled. But most of public libraries in Korea do not and are not ready to service them. After finding out the characteristics of Korean disabled people and investigating current state of services for them in the public libraries of Korea by analyzing related statistics and laws, suggestions for the enhancement of public library service for disabled people in Korea were proposed.

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R&D of Intelligent Document Recognition Library for utilizing image data (이미지데이터 활용을 위한 지능형 인식 라이브러리 연구 개발)

  • Kwag, Hee Kue;Kim, Sung Hun;Lee, Jung Woo;Yoo, Ji Hun;Lee, Hyun Joo
    • Proceedings of the Korea Information Processing Society Conference
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    • 2009.11a
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    • pp.329-330
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    • 2009
  • 본 연구는 공공기관이 소장한 이미지데이터 활용성을 높이기 위한 전문검색서비스 구현 시 필수적인 문서인식시스템의 고도화에 있으며, 주요한 연구방향은 공공기관이 소장하고 있는 데이터의 분석을 통해 이미지분석 기술 및 라이브러리를 개발하고 특화된 지식베이스를 구성하는 것이다. 또한, 향후 확장성을 고려하여 지식베이스를 지속적으로 관리할 수 있는 툴을 개발하는 것이다. 본 연구는 현재 지능형 인식 라이브러리를 결합한 프로토타입(prototype) 시스템 개발이 완료된 바, 방대한 국가기록원내 소장자료를 대상으로 다양한 성능평가를 위한 테스트베드 구축이 진행되고 있다.

A Study on the Determinants of the Public Library Budget of South Korea: Focused on Macro and Micro Environments (한국 공공도서관 예산결정요인에 관한 연구 - 거시환경과 미시환경을 중심으로 -)

  • Cho, Jeong Kwon
    • Journal of the Korean Society for Library and Information Science
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    • v.53 no.3
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    • pp.5-23
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    • 2019
  • This study was conducted with a view to examining the determinants of the public library budget in the local governments of south korea. To the end, this study used the public library budget data and macro/micro environments data of 167 local governments in 2017. The analysis results shows that the determinants which have an effect on the public library budget are metropolitan area, the level of education, the population size of young adults in terms of the macro environment, and the number of users, books, and librarians in terms of the micro environment.

Influencing Factors Analysis for the Number of Participants in Public Contracts Using Big Data (빅데이터를 활용한 공공계약의 입찰참가자수 영향요인 분석)

  • Choi, Tae-Hong;Lee, Kyung-Hee;Cho, Wan-Sup
    • The Journal of Bigdata
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    • v.3 no.2
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    • pp.87-99
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    • 2018
  • This study analyze the factors affecting the number of bidders in public contracts by collecting contract data such as purchase of goods, service and facility construction through KONEPS among various forms of public contracts. The reason why the number of bidders is important in public contracts is that it can be a minimum criterion for judging whether to enter into a rational contract through fair competition and is closely related to the budget reduction of the ordering organization or the profitability of the bidders. The purpose of this study is to analyze the factors that determine the participation of bidders in public contracts and to present the problems and policy implications of bidders' participation in public contracts. This research distinguishes the existing sampling based research by analyzing and analyzing many contracts such as purchasing, service and facility construction of 4.35 million items in which 50,000 public institutions have been placed as national markets and 300,000 individual companies and corporations participated. As a research model, the number of announcement days, budget amount, contract method and winning bid is used as independent variables and the number of bidders is used as a dependent variable. Big data and multidimensional analysis techniques are used for survey analysis. The conclusions are as follows: First, the larger the budget amount of public works projects, the smaller the number of participants. Second, in the contract method, restricted competition has more participants than general competition. Third, the duration of bidding notice did not significantly affect the number of bidders. Fourth, in the winning bid method, the qualification examination bidding system has more bidders than the lowest bidding system.