• Title/Summary/Keyword: 공공빅데이터

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An empirical study Influencing the Wireless Battery Charger on Choice to Repurchase Intention : Based Big Data Analysis (사물인터넷 관련 실증연구에 대한 문헌적 분석 : 빅 데이터 분석을 중심으로)

  • Nam, Soo-Tai
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2015.10a
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    • pp.130-133
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    • 2015
  • Recently, with information communication technology becomes advanced, the importance of future internet is emphasized and in part of that, internet of things is magnified in terms of importance and usage in public and private sector. Because of that, as the interest in this area out focused, many kinds of technology and new service are being exploited in this field. Therefore, we conducted a review research based on the internet of things. Also, this study was targeted a total of 34 research papers that are setting up the related internet of things among the research papers published in domestic academic journals since 2010. In this review, the studies related internet of things showed that the most is studied between 2014 and 2015. This study suggests practical and theoretical implications based on the results.

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Science and Technology Networks for Disaster and Safety Management: Based on Expert Survey Data (재난안전관리 과학기술 네트워크: 전문가 수요조사를 중심으로)

  • Heo, Jungeun;Yang, Chang Hoon
    • The Journal of the Korea Contents Association
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    • v.18 no.11
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    • pp.123-134
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    • 2018
  • Recently, due to the rising incidence of disasters in the nation, there has been a growing interest in the relevance and role of science and technology in solving disaster and safety related issues. In addition, the necessities of securing the human rights of all citizens in disaster risk reduction, identifying fields of technology development for effective disaster response, and improving the efficiency of R&D investment for disaster and safety are becoming more important as the different types of disasters and stages of disaster and safety management process have been considered. In this study, we analyzed bipartite or two-mode networks constructed from an expert survey dataset of technology development for disaster and safety management. The results reveal that earthquake and fire are the two disasters affecting an individual and society at large and demonstrate that AI and big data analytics are effective supports in managing disaster and safety. We believe that such a network analytic approach can be used to explore some important implications exist for the national science and technology effort and successful disaster and safety management practices in Korea.

A Study on Establishment of Mid- to Long-Term Comprehensive Development Plan for the Bank of Korea Library (시대적 변화에 따른 경제·금융전문도서관 발전 방향 모색에 관한 연구 - 한국은행 도서관을 중심으로 -)

  • Noh, Younghee;Ko, Jae-Min;Chang, Inho;Ro, Ji-Yoon
    • Journal of Korean Library and Information Science Society
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    • v.52 no.2
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    • pp.65-84
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    • 2021
  • This study aimed to analyze the overall operation status of the Bank of Korea library representing the economic library in Korea, investigate user satisfaction and demand, and to propose a direction for the development of the economic library in the future. To this end, a case study was conducted on changes in the external environment of major libraries at home and abroad, and a user survey was conducted. As a result, the future tasks include introducing smart systems, robotics some library services, non-face-to-face service response spaces that reflect the times, introducing big data analysis services, strengthening user-tailored systems, and activating SNS communication. It proposed developing specialized libraries, online reference and research support services, and providing original DBs for publications to strengthen expertise, maintaining and expanding cloud services, maintaining and expanding cooperative projects, and collecting national knowledge and information.

Current status of food safety detection methods for Smart-HACCP system (스마트-해섭(Smart-HACCP) 적용을 위한 식품안전 검시기술 동향)

  • Lim, Min-Cheol;Woo, Min-Ah;Choi, Sung-Wook
    • Food Science and Industry
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    • v.54 no.4
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    • pp.293-300
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    • 2021
  • Food safety accidents have been increasing by 2% over 5,000 cases every year since 2009. Most people know that the best method to prevent food safety accidents is a quick inspection, but there is a lack of inspection technology that can be used at the non-analytic level to food production and distribution sites. Among the recent on-site diagnostic technologies, the methods for testing gene-based food poisoning bacteria were introduced with the STA technology, which can range from sample to detection. If food safety information can be generated without forgery by directly inspecting food hazard factors by remote, unmanned, not human, pollution sources can be managed by predicting risks more accurately from current big-data and artificial intelligence technology. Since this information processing can be used on smartphones using the current cloud technology, it is judged that it can be used for food safety to small food businesses or catering services.

Analysis of R&D Efficiency according to the Characteristics of National Research Projects in Culture Technology Sector (문화기술(CT) 분야 국가연구과제 특성에 따른 R&D 효율성 분석)

  • Yoon, Sangpil;Son, Hosung
    • The Journal of the Korea Contents Association
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    • v.22 no.5
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    • pp.383-392
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    • 2022
  • Culture technology is contributing to the creation of new values through convergence with other industries. The government is also actively investing in R&D in this field to secure competitiveness. In this study, the R&D efficiency of culture technology is analyzed by characteristics. Data envelopment analysis and non-parametric tests are performed on 968 national research projects in 2016-2019. As a result, it is confirmed that there are a difference in R&D efficiency according to the characteristics of national research projects in culture technology sector. This suggests that when planning national research projects for culture technology, these characteristics should be taken into consideration and strategically promoted.

A Study on Establishing Management Plans for Safety and Health Management System of Public Enterprise (공기업의 안전보건경영시스템 관리 방안 수립에 관한 연구)

  • Jihoon Cho;Jebum Pyun
    • Journal of Korea Society of Industrial Information Systems
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    • v.29 no.3
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    • pp.137-152
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    • 2024
  • In order to derive a plan to increase the field effectiveness of the safety and health management(SHM) system, this study suggested plans for practical application of SHM system to the actual sites managed by the branch office of a public enterprise along with practical implications that should be considered. For this, in-depth interviews were conducted with employees in charge of safety and health work at the sites to analyze SHM system of the branch office, and the implementation processes and frameworks for establishing SHM system were suggested by grasping the actual conditions of the construction company performing the construction ordered by the branch office. This study shows that in order for SHM to be internalized in public enterprises, plans and performance indicators that can be applied in the field should be specifically presented in consideration of the hierarchical structure and processes of the organization performing the work, and a work environment should be created to focus on practical works related to safety and health.

Proposal of a Hypothesis Test Prediction System for Educational Social Precepts using Deep Learning Models

  • Choi, Su-Youn;Park, Dea-Woo
    • Journal of the Korea Society of Computer and Information
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    • v.25 no.9
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    • pp.37-44
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    • 2020
  • AI technology has developed in the form of decision support technology in law, patent, finance and national defense and is applied to disease diagnosis and legal judgment. To search real-time information with Deep Learning, Big data Analysis and Deep Learning Algorithm are required. In this paper, we try to predict the entrance rate to high-ranking universities using a Deep Learning model, RNN(Recurrent Neural Network). First, we analyzed the current status of private academies in administrative districts and the number of students by age in administrative districts, and established a socially accepted hypothesis that students residing in areas with a high educational fever have a high rate of enrollment in high-ranking universities. This is to verify based on the data analyzed using the predicted hypothesis and the government's public data. The predictive model uses data from 2015 to 2017 to learn to predict the top enrollment rate, and the trained model predicts the top enrollment rate in 2018. A prediction experiment was performed using RNN, a Deep Learning model, for the high-ranking enrollment rate in the special education zone. In this paper, we define the correlation between the high-ranking enrollment rate by analyzing the household income and the participation rate of private education about the current status of private institutes in regions with high education fever and the effect on the number of students by age.

An Analysis on the Smart City Assessment of Korean Major Cities : Using STIM Framework (국내 주요 도시의 스마트시티 수준 분석: STIM 프레임워크를 이용하여)

  • Jo, Sung Woon;Lee, Sang Ho;Jo, Sung Su;Leem, YounTaik
    • The Journal of the Korea Contents Association
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    • v.21 no.3
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    • pp.157-171
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    • 2021
  • The purpose of this study is to assess the smart city for major cities in Korea. The assessment indicators are based on the STIM structure (Service, Technology, Infrastructure, and Management Layer Architecture) of the Multi-Layered Smart City Model. Assessment indicators are established through smart city concepts, case analysis, big data analysis, as well as weighted through expert AHP survey. For the assessment, seven major metropolitan cities are selected, including Seoul, and their data such as KOSIS, KISDISTAT from 2017 to 2019 is utilized for the smart city level assessment. The smart city level results show that the service, technology, infrastructure, and management levels were relatively high in Seoul and Incheon, which are metropolitan areas. Whereas, Busan, Daegu, and Ulsan, the Gyeongsang provinces are relatively moderate, while Daejeon and Gwangju, the South Chungcheong region and the Jeolla provinces, were relatively low. The overall STIM ranking shows a similar pattern, as the Seoul metropolitan area smart city level outperforms the rest of the analyzed areas with a large difference. Accordingly, balanced development strategies are needed to reduce gaps in the level of smart cities in South Korea, and respective smart city plans are needed considering the characteristics of each region. This paper will follow the literature review, assessment index establishment, weight analysis of assessment index, major cities assessment and result in analysis, and conclusion.

Study on Perceptions through Big data Analysis on Gambling related News in Korea (한국 사행산업 관련 뉴스의 빅데이터 분석을 통한 인식 연구)

  • Moon, HyeJung;Kim, SungKyung
    • Journal of Broadcast Engineering
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    • v.22 no.4
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    • pp.438-447
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    • 2017
  • The purpose of this study is to understand the recognition of gambling industry through the semantic analysis of news data on lottery, sports betting, horse racing and casino that was reported between 1990 to 2015 in South Korea. This paper revealed the difference between journalists' intention and public's perception about news by analyzing the frequency and connectivity of news with framing and public's interest through semantic network analysis and explored the policy characteristics and innovation task. The result of analysis, news on lottery game mainly has been reported social issue related with win such as 'winning number', 'prize money', 'suspicion of manipulation' and etc. News on sports betting has been reported mandatory information related with business project and illegal site such as 'bidding', 'illegal site', 'sales target' and etc. News about horse racing has been reported the information about the business advertisement such as 'online race track' and 'promotion'. Lastly, casino related news has been reported 'major information' such as illegality', 'gambling place' and 'foreigner'. As a result of times series analysis, news about casino in the 1990s, news about lottery in the 2000s and news about horse racing in 2010s have been increased. Public's interest also has been moved to 'business scandal', 'winning game', 'citizens' campaign' and etc. Gambling related news has been classified by four types, 1. advertising publicity(horse racing), 2. mandatory information(sports betting), 3. social issue(public agenda, lottery), 4. major information(casino). We could get the insight that news can be formed a public agenda, when news is reported as a social issue with high frequency and public's interest like lottery related news.

The Development Study on the Integrated Management System for Water Information based on ICT (ICT기반의 물정보 통합관리시스템 개발 연구)

  • Hong, Sok-min;Jang, Am
    • Journal of Korean Society of Environmental Engineers
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    • v.39 no.12
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    • pp.723-732
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    • 2017
  • As the development of ICT technology, in order to solve the problem of scattered water information's availability, WINS(Water management Information Networking System) by the Ministry of Land, Infrastructure and Transport was established and has been operated since 2004. However, there has been a disadvantage of providing specialized and limited information to the water resources sector mainly and a lack of active sharing of information because of no compulsory provision of information sharing between participants. In order to solve these problems, this paper carried out system development study, to do this, the status of domestic water information was surveyed and domestic and overseas related systems were compared and analyzed. The latest ICT technology was used to realize the contents as screen, and the user interface definition was created to present a role model of integrated water management through maximizing visualization by combining GIS and realtime data and providing space-time integrated information. These prior studies reached to actual construction of the ICT-based integrated management system for water information by K-water. This system is in service to the public installed in the water information portal, "MyWater".