• Title/Summary/Keyword: 활용격차

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A System for Determining the Growth Stage of Fruit Tree Using a Deep Learning-Based Object Detection Model (딥러닝 기반의 객체 탐지 모델을 활용한 과수 생육 단계 판별 시스템)

  • Bang, Ji-Hyeon;Park, Jun;Park, Sung-Wook;Kim, Jun-Yung;Jung, Se-Hoon;Sim, Chun-Bo
    • Smart Media Journal
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    • v.11 no.4
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    • pp.9-18
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    • 2022
  • Recently, research and system using AI is rapidly increasing in various fields. Smart farm using artificial intelligence and information communication technology is also being studied in agriculture. In addition, data-based precision agriculture is being commercialized by convergence various advanced technology such as autonomous driving, satellites, and big data. In Korea, the number of commercialization cases of facility agriculture among smart agriculture is increasing. However, research and investment are being biased in the field of facility agriculture. The gap between research and investment in facility agriculture and open-air agriculture continues to increase. The fields of fruit trees and plant factories have low research and investment. There is a problem that the big data collection and utilization system is insufficient. In this paper, we are proposed the system for determining the fruit tree growth stage using a deep learning-based object detection model. The system was proposed as a hybrid app for use in agricultural sites. In addition, we are implemented an object detection function for the fruit tree growth stage determine.

Analysis of Research Trends in Information Literacy Education Using Keyword Network Analysis and Topic Modeling (키워드 네트워크 분석과 토픽모델링을 활용한 정보활용교육 연구 동향 분석)

  • Jeong-Hoon, Lim
    • Journal of the Korean Society for information Management
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    • v.39 no.4
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    • pp.23-48
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    • 2022
  • The purpose of this study is to investigate the flow of domestic information literacy education research using keyword network analysis and topic modeling and to explore the direction of information literacy education in the future. For this reason, 306 academic papers related to information literacy education published in academic journals of the library and information science field in Korea were chosen. And through the preprocessing process for abstracts of the paper, total keyword appearance frequency, keyword appearance frequency by period, and keyword simultaneous occurrence frequency were analyzed. Subsequently, keyword network analysis analyzed the degree centrality, between centrality, and eigenvector centrality of keywords. Using structural topic modeling analysis, 15 topics -curriculum, information literacy effect, contents of information literacy education, school library education, information media literacy, information literacy ability evaluation index, library anxiety, public library program, health information literacy ability, digital divide, library assisted instruction improvement, research trend, information literacy model, and teacher role-were derived. In addition, the trend of topics by year was analyzed to confirm the change in relative weight by topic. Based on these results, the direction of information literacy education and the suggestions for follow-up research were presented.

Analysis of Cause on Difference of ICT Literacy Level according to Region Scale in Elementary School (ICT 활용 습관에 따른 초등학생의 지역규모별 ICT 리터러시 수준 차이에 대한 원인 분석)

  • Ahn, Sunghun
    • Journal of The Korean Association of Information Education
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    • v.21 no.5
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    • pp.595-605
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    • 2017
  • In this paper, I analyzed the cause on difference of ICT literacy level according to region scale in elementary school. According to precedent research, ICT literacy score of elementary student in 2016 were higher in order of big city, small city and rural area. To find the cause of difference by region scale, I compared ICT literacy score and ICT use habit. As a result, The cause for this is that students in large areas have more chances to use computers at home, learn more with computers, and have more information (computer) education than students in small areas appear. Therefore, Based on the results of this study, I proposed methods to reduce the regional ICT literacy score difference. The methods are to provide computers for low-income students, to guide learning methods using computers at home, and to provide more computer education opportunities.

Research on BYOD (Bring Your Own Device) policy guidelines with the extension of the "SMART Education" in Korea based on the analyses of the U.S. cases (스마트교육 확산에 따른 국내 BYOD 정책방안 연구 - 미국사례 분석을 중심으로 -)

  • Lim, Keol;Jang, Yoonho;Lee, Eunhwan
    • Journal of Digital Convergence
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    • v.12 no.7
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    • pp.21-36
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    • 2014
  • The purposes of the study was to investigate BYOD (Bring Your Own Device) policy since it would be limited to distribute all of the digital devices required for the schools within the budget of the government. First, the concept and characteristics of BYOD were introduced. Then, the pros and cons of BYOD were analyzed according to the case studies of BYOD policies of the U.S. Based on the previous experiences, guidelines of domestic BYOD policies were established. Regarding the institutional aspect, technical issues, usage, damages, digital divide, information security, and resources were discussed. Additionally, conditions of technology, networks, filtering, software were also considered as essential infrastructure. In sum, as an alternative of distributing digital devices in schools, the importance of BYOD should be regarded as top priorities with systematic preparations in launching digital education. It would be expected that this study play a fundamental role in launching domestic BYOD policy by supporting specific strategies.

A study of Implementing An Embedded System for Conversion from Text to Speech (문서-음성 변환 임베디드 시스템 구축에 관한 연구)

  • Lee, Hyun-Chang;Seo, Jeong-Man
    • Journal of the Korea Society of Computer and Information
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    • v.13 no.3
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    • pp.77-83
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    • 2008
  • According to the development and expansion of software and hardware about recent information technologies(IT), disabled persons in using IT seem to feel more information gap. Devices for IT are important tools for users including disabled persons to communicate with each other and get information. Although the Korea faces ageing society rapidly, products for disabled persons are seldom shown in time for use. As getting older especially, one of the body function disorders is visual disturbance. There are tools, braille lettering, for disabled persons with visual disturbance to communicate or get information from book. Compared to general books, however, braille lettering book is lack of including all of information of our society. Therefore, in this paper, we implement and show an embedded system for disabled person with visual disturbance to get information by scanning text, extγacting characters and converting the text to speech automatically.

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A Study on Factors that Influence the Mobile Social Participation of Disabled Elderly People - with the focus on a comparison with young adults with disabilities (고령장애인의 모바일 사회참여 영향요인 연구 - 청장년장애인과의 비교를 중심으로)

  • Roh, Seung-Hyun
    • Informatization Policy
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    • v.28 no.2
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    • pp.81-97
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    • 2021
  • This study examines the factors that influence the mobile social participation of elderly disabled people compared to that of young adults with disabilities. The analysis was conducted using Heckman's two-stage model. The first stage of the research focused on the populations who have mobile devices, while the second stage focused on factors that influence mobile social participation. The results of the study are as follows: for elderly people with disabilities, mobile social participation is associated with living alone, PC usage ability, mobile usage ability, internet usage ability, and attitude towards digital use. Based on the results of this research, this study presents a plan to support the mobile social participation of elderly people with disabilities.

The effect of national level of ICT on economic growth : Focusing on the moderating effect of government regulation and international market competitive advantage (국가 정보화 수준이 경제성장에 미치는 영향: 규제와 경쟁우위의 조절효과를 중심으로)

  • Lee, Yea-rim;Kim, Hag-Min
    • International Commerce and Information Review
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    • v.19 no.2
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    • pp.3-24
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    • 2017
  • The level of ICT in the country affects economic performance as a basic infrastructure that has a significant impact on the competitiveness of the country. With the proliferation of globalization, ICT-related economic activities such as electronic trade are becoming more active, and the importance of ICT in the country is increasing. This study sought to analyze the impact of ICT level on the economic performance of the nation by subdividing it into three dimensions: accessibility, usage, and utilization skill. In particular, we sought to find ways to effectively resolve the digital divide between developed and developing countries by analyzing the difference in economic impact of ICT level. Furthermore, we tried to verify whether the government regulation and firm's nature of competitive advantage in the international markets play a moderating role in the economic impacts of ICT in the country. As a result of panel analysis with data collected from ITU, WEF and World bank national ICT level has consistently significant influence on economic growth in terms of access and usage. In addition, it was confirmed that the competitive advantage of companies in developed countries and the government regulation in developing countries have a significant moderating effect on the relationship between ICT level and economic growth.

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Characteristics of Social Service Provision According to the Community Size and Financial Provision Types (지역적 환경과 제도적 특성을 고려한 사회서비스 공급체계 분석)

  • Kim, Eunjeong
    • Korean Journal of Social Welfare Studies
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    • v.47 no.3
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    • pp.5-33
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    • 2016
  • This study investigates the current features of social service provision system focusing on the core institutional traits of the system and community environment. Specifically, the study analyzes the differences in the contents and characteristics of social service provision, according to the community types, such as metropolitan area, medium size cities, and rural area. Also, the study explores the relationships among the three major subsystems in the social service provision system based on the types of financial provisions. Furthermore, the interaction effects between the community factors and financial traits on the relationships among sub- components in the service provision system are investigated. In this study other organizations, service users and public sector are regarded as three major sub-components in the provision system. The study utilizes the raw data from '2015 Social Service Demand and Provision Survey', which interviewed 4,100 social service organizations. Results from analyses show that the gap among metropolitan area, medium cites, and rural area is not so much bigger in the diverse provision features(e.g. the competition level, the major focus on the users, and policy demands on public sector) of provider-provision-organizations than in those of both of user-provision-organization and of market-way-organizations. User-provision organizations show the distinct differences in terms of the focus points on the users, while marketed organizations do in terms of the policy demands to the public sector. In rural area, user-provision organizations act like provider-provision-organizations whereas they do market-way-organizations in the urban area. Research findings show that the social service provision types utilizing market mechanism(such as user-provision, and market-way) are not so well fit into the characteristics of rural area.

A study on Ability and Utilization of Smart Devices for the Disabled: Focusing on the Effect of Education for Smart Device Utilization (장애인의 스마트기기 사용능력 및 활용도에 관한 연구 - 스마트기기 활용교육의 효과를 중심으로 -)

  • Song, Jihyang;Kim, Dongwook
    • Informatization Policy
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    • v.21 no.2
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    • pp.67-88
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    • 2014
  • The research hypothesis of this paper is that education for smart device utilization has a positive effect on ability and utilization of smart devices for the disabled. The data for disabled of NIA's 2012 survey about digital divide is used, and the research method is "Heckman's 2-stage method" which considers the problem of selection bias. As a research result, this paper says that the disabled who had experience of education for smart device utilization have higher level of ability and utilization of smart devices. Also, a high level of education and family income, professional career and young generation have been very positive effect on the high level of ability and utilization of the disabled. The level of ability and utilization of the blind tend to be lower than those of the physically disabled. These results remind that the education for smart device utilization for the disabled is important and effective. And various contents and methods of education which are appropriate for the disability types should be developed.

The Effect of Online Social Relations Service Utilization on Life Satisfaction of Middle-aged and Older Adults : Focusing on the Mediating Effect of Social Support (중·고령자의 온라인 사회관계 서비스 활용도가 삶의 만족도에 미치는 영향 : 사회적 지지의 매개효과를 중심으로)

  • Um, Sa-Rang;Shin, Hye-Ri;Kim, Young-Sun
    • Journal of Digital Convergence
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    • v.19 no.3
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    • pp.1-12
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    • 2021
  • This study aims to verify the mediating effect of social support in the relationship between online social relations service utilization(PC, mobile) and life satisfaction for middle-aged and Older Adults. For this purpose, the '2017 Digital Devide Survey' data collected by the National Information Society Agency was used, and among 2,300 middle-aged and Older Adults aged 55 or older, 1,488 people using the Internet were selected as the final analysis target. Then, using the structural equation, the mediating effect of social support was verified in the between online social relations service utilization and life satisfaction. As a result, it was verified that higher levels of mobile-based social relations service utilization have a positive effect on social support and life satisfaction. Also, it was confirmed that social support has a mediating effect in the relationship between the utilization of mobile-based social relations service and life satisfaction. However, the utilization of PC-based social relations services did not show to affect social support and life satisfaction. Therefore, the results of this study can be used as basic data for practical measures to increase the connection between mobile-based social relationship service education and social support promotion education for middle-aged and Older Adults. In addition, the study is meaningful in that it overcomes the limitations of measuring the use of online social relations services as one, and selects tools that are practically effective by dividing them into mobile and PC.