• 제목/요약/키워드: Learning ecosystem

검색결과 133건 처리시간 0.033초

갯벌 생태계 모니터링을 위한 딥러닝 기반의 영상 분석 기술 연구 - 신두리 갯벌 달랑게 모니터링을 중심으로 - (Image analysis technology with deep learning for monitoring the tidal flat ecosystem -Focused on monitoring the Ocypode stimpsoni Ortmann, 1897 in the Sindu-ri tidal flat -)

  • 김동우;이상혁;유재진;손승우
    • 한국환경복원기술학회지
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    • 제24권6호
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    • pp.89-96
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    • 2021
  • In this study, a deep-learning image analysis model was established and validated for AI-based monitoring of the tidal flat ecosystem for marine protected creatures Ocypode stimpsoni and their habitat. The data in the study was constructed using an unmanned aerial vehicle, and the U-net model was applied for the deep learning model. The accuracy of deep learning model learning results was about 0.76 and about 0.8 each for the Ocypode stimpsoni and their burrow whose accuracy was higher. Analyzing the distribution of crabs and burrows by putting orthomosaic images of the entire study area to the learned deep learning model, it was confirmed that 1,943 Ocypode stimpsoni and 2,807 burrow were distributed in the study area. Through this study, the possibility of using the deep learning image analysis technology for monitoring the tidal ecosystem was confirmed. And it is expected that it can be used in the tidal ecosystem monitoring field by expanding the monitoring sites and target species in the future.

지방대학과 지역균형발전을 위한 고등평생학습생태계에 대한 비판적 고찰 (A Critical Discussion on Higher Lifelong Learning Ecosystem for Local University and Balanced Regional Development)

  • 허창수
    • 한국콘텐츠학회논문지
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    • 제22권5호
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    • pp.633-642
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    • 2022
  • 이 논의는 고등평생학습생태계 구축에 초점을 두고 기존의 주장들에 대해서 비판적 고찰을 목적으로 진행하였다. 첫째, 현 한국의 대학교육 특성과 지방대학 위기 담론을 논의하였다. 둘째, 평생학습사회와 평생학습체제 구축에 대한 주장을 고찰하였다. 셋째, 고등평생학습생태계 구축에 대한 주장을 검토하고 실천적 방안에 대해 비판적 고찰을 하였다. 결론은 다음과 같다. 고등평생학습생태계 구축을 위한 방안은 상당히 구체적으로 논의 해왔고 이를 통한 지방대학의 위기 극복과 지역균형발전의 가능성은 충분하다. 다만 첫째, 대학이 중심적인 역할을 해야 하는데 이를 위해 대학 개혁이 이루어질 수 있는지 의문을 제기하였다. 둘째, 위기 극복을 위해 국가의 책임과 책무, 지속적인 지원이 요구되고 있다. 반면 현 한국의 정부 당국의 협조가 가능한지 의문을 제기하였다. 셋째, 지역사회 중심으로 거버넌스를 이루어 민주적인 방식에 따라 진행하는데 이해 관계자 합의를 위한 토대 형성 전략이 구성되어 있는지 의문을 제기하였다.

디지털큐레이션을 활용한 팀프로젝트 기반 유튜브 생태계 설계 및 적용 (Design and Application of YouTube Ecosystem based on Team Projects using Digital Curation)

  • 최영미
    • 한국멀티미디어학회논문지
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    • 제23권12호
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    • pp.1576-1585
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    • 2020
  • The purpose of this study is to design and apply YouTube ecosystem using digital curation to improve the interaction of untact class. The untact digital instructional model for building the YouTube ecosystem is composed of four modules: domain, tutor, student, and interface, and the role of each module is described. As an application example, the team project "Development and Operation of Instructional Assistant YouTube" is performed in the Introduction to Media Software class. The learning experience is described in terms of professor, peer tutors, and learners, and learning outcomes are presented through surveys.

New Venture Incubation Framework: An Indian Academic Model

  • Subrahmanya, MH Bala;Gopalaswamy, Arun Kumar
    • Asian Journal of Innovation and Policy
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    • 제7권3호
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    • pp.489-510
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    • 2018
  • Institution-based Technology Business Incubators are on the rise in India, as a means of promoting innovation-based tech start-up ecosystems, due to increased policy initiatives. Against this background, we have traced the origin and process of building a start-up ecosystem in IIT Madras, Chennai of India, based on semistructured interviews held with the stakeholders of the ecosystem. Subsequently, we have ascertained the key components of IIT Madras start-up ecosystem, and the process of incubation comprising pre-incubation, incubation and post-incubation phases. Finally, we have derived the key lessons from the ecosystem development experience and incubation process which enable generation of start-ups from both students and faculty, apart from alumni and ex-industry executives. Though this ecosystem model has emerged over a period of time through learning and experience, the ecosystem is able to generate more than 100 start-ups, majority of them being from students and faculty. Thus, the evolved start-up ecosystem of IIT Madras is able to generate faculty-supported and student-led entrepreneurship successfully.

북천지역 자연학습 체험단지 초성을 위한 기본 계획(I) -하상분석, 대기질 및 생태분석- (Preliminary Design for Preparing a Natural Learning and Experimental Area in Bukchun and Boundary(I) - Analysis of Riverbed, Atmospheric and Ecological Environment-)

  • 정종현;최석규;조세환
    • 한국환경보건학회지
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    • 제28권2호
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    • pp.23-39
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    • 2002
  • This study focuses on the structure of geographical conditions, the riverbed, the meterological and atmospheric examination, the ecological environment, the food chain and the ecosystem, in order to establish a basic plan for preparing a natural learning area of environmental ecosystem in Bukchun and its surroundings, Gyeongju. The results could be summarized as follows. Bukchun is a first grade which extends 6km along the road from Bomun bridge to the junction of Hyungsangang. The basin area is 7.10$\textrm{km}^2$ and the slope is 1/200~1/300. Gyeongju has good atmospheric conditions, i.e. SO$_2$0.011 ~0.017ppm, CO 0.8~ 1.5ppm, NO$_2$0.013~0.019ppm, $O_3$0.013~0.020ppm, TSP 85~142$\mu\textrm{g}$/㎥, PM-10 47~90$\mu\textrm{g}$/㎥ and Pb 0.057 ~0.129$\mu\textrm{g}$/㎥, which is below the annual and daily averages, and is little lower than those of Pohang and Ulsan. The ecosystem of Bukchun is based on the structure of the food chain, which includes birds such as the grey and white herons at the top of the food chain. This study also considers the development of the river's in terms of culture, environment and ecology concept.

북천지역 자연학습 체험단지 조성을 위한 수질 환경성 조사 및 분석 (Investigation and Analysis of Water Quality Environmental for Preparing a Natural Learning and Experimental Area in Bukchun and Boundary)

  • 정종현;최석규;이종현;정덕영;이강우
    • 한국환경보건학회지
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    • 제28권2호
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    • pp.11-22
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    • 2002
  • This study analyzes the river system and water quality conditions of Bukchun in order to establish a basic plan for Preparing a natural learning and experimental area of environmental ecosystem in Bukchun, Gyeongju. It also tries to establish an integrated plan for water management of Bukchun stream based on water contaminants. In addition, after analysing the water quality at 13 points during the non-rainy season, the effluent of municipal wastewater was of relatively better quality with I ~ II grade, below the water quality standard of the river, except in points near Samsung apartments. However, analysing the Hyeongsangang and the effluent of Bomunho and Duckdongdam in rainy season, the water quality was II ~ III grade according to environmental standard. The water Quality of those samples was strongly dependent of non-point source.

도시생태계 교육을 위한 시민 인식 설문조사 및 분석 - 수원시를 중심으로 - (Survey and Analysis of Citizens' Perception for Urban Ecosystem Education - Targeting Suwon City -)

  • 유다영;이민지;김남춘
    • 한국환경복원기술학회지
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    • 제23권6호
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    • pp.75-85
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    • 2020
  • The purpose of this study was to investigate the citizens' perception of urban ecosystem and urban ecosystem education to find out how to plan and create an effective urban ecosystem and how to utilize urban ecosystem education and educational media according to age groups. To this end, an online survey of 416 Suwon citizens was conducted, and based on the responses of the respondents, cross-analysis, multiple-response analysis, and correlation analysis were conducted using the IBM SPSS Statistics Statistical Program. The study found that fewer respondents showed a high understanding of urban ecosystem concepts compared to those who recognized the importance of environmental issues. Nevertheless, most of the respondents were aware of the importance of preserving and protecting the urban ecosystem and responded positively to the inconvenience. In addition, most of the respondents were aware of the need for urban ecosystem education and were found to have different preferred information media depending on age. It has been confirmed that the establishment of facilities such as ecological learning centers and seasonal environmental schools is the top priority among all age groups. Citizens are also aware of the importance of preserving and protecting the urban ecosystem and the need for education, but it is deemed necessary to supplement it because effective urban ecosystem conservation and protection plans and systematic education are not provided that citizens can sympathize with. In addition, it is deemed that various measures should be presented in selecting responsible organizations and educational media that host the education for effective education and promotion of urban ecosystem education according to conduct urban ecosystem education.

An Intelligent Machine Learning Inspired Optimization Algorithm to Enhance Secured Data Transmission in IoT Cloud Ecosystem

  • Ankam, Sreejyothsna;Reddy, N.Sudhakar
    • International Journal of Computer Science & Network Security
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    • 제22권6호
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    • pp.83-90
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    • 2022
  • Traditional Cloud Computing would be unable to safely host IoT data due to its high latency as the number of IoT sensors and physical devices accommodated on the Internet grows by the day. Because of the difficulty of processing all IoT large data on Cloud facilities, there hasn't been enough research done on automating the security of all components in the IoT-Cloud ecosystem that deal with big data and real-time jobs. It's difficult, for example, to build an automatic, secure data transfer from the IoT layer to the cloud layer, which incorporates a large number of scattered devices. Addressing this issue this article presents an intelligent algorithm that deals with enhancing security aspects in IoT cloud ecosystem using butterfly optimization algorithm.

천연 해조장 생태계 서비스 및 편익지표에 관한 탐색적 연구 (An Exploratory Study on the Ecosystem Service and Benefit Indicators of Natural Seaweed Beds)

  • 강석규
    • 수산경영론집
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    • 제47권3호
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    • pp.53-69
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    • 2016
  • The purpose of this study is to explore the ecosystem service and benefit indicators of natural seaweed beds. Ecosystems of natural seaweed beds provide a wide range of services and benefits to human society including provisioning services, regulating services, supporting services, and cultural services. Indicators for each of the ecosystem services are chosen by marine plants ecologists and as follows. Ecosystem indicators of natural seaweed beds for provisioning services are well-being food(amount of seaweed harvested/amount of fish landed, fish biomass, area of natural seaweed beds, the number of species, contribution to the second production), raw materials(amount of biomass by breed, amount of aquaculture feed), genetic resources(amount of genetic material extracted, amount of genetic material contained by age and habitat), and medicinal resources(amount of medicinal material extracted). Ecosystem indicators of natural seaweed beds for regulating services are air purification(amount of fine dust/NOx or $SO_2$ captured), climate regulation(amount of $CO_2$ sequestered), waste treatment(amount of N, P stored, biochemical degradation capacity COD), and costal erosion prevention(length and change of natural coast line, amount of sediment prevented). Ecosystem indicators of natural seaweed beds for supporting services are lifecycle and maintenance(primary production, contribution to the second production) and gene pool protection(amount of compositional factors in ecosystem, introduced species). Ecosystem indicators of natural seaweed beds for cultural services are recreation and tourism(the number of visits of an area) and information for cognitive development(amount of time spent in education, research and individual learning about ecosystem of natural seaweed beds).

뇌기반 진화적 접근법에 따른 과학 야외학습이 초등학생들의 흥미와 성취도에 미치는 영향 (Analyses of Elementary School Students' Interests and Achievements in Science Outdoor Learning by a Brain-Based Evolutionary Approach)

  • 박형민;김재영;임채성
    • 한국초등과학교육학회지:초등과학교육
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    • 제34권2호
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    • pp.252-263
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    • 2015
  • This study analyzed the effects of science outdoor activity applying a Brain-Based Evolutionary (ABC-DEF) approach on elementary school students' interest and academic achievement. Samples of the study were composed of 3 classes of 67 sixth graders in Seoul, Korea. Unit of 'Ecosystem and Environment' was selected as a object of the research. Textbook- and teachers' guidebook-based instruction was implemented in comparison group, brain-based evolutionary approach within classroom in experimental group A, and science outdoor learning by a brain-based evolutionary approach in experimental group B. In order to analyze the quantitative differences of students' interests and achievements, three tests of 'General Science Attitudes', 'Applied Unit-Related Interests', and 'Applied Unit-Related Achievement' were administered to the students. To find out the characteristics which would not be apparently revealed by quantitative tests, qualitative data such as portfolios, daily records of classroom work, and interview were also analyzed. The major results of the study are as follows. First, for post-test of interest, a statistically significant difference between comparison group and experimental group B was found. Especially, the 'interests about biology learning' factor, when analyzed by each item, was significant in two questions. Results of interviews the students showed that whether the presence or absence of outdoor learning experience influenced most on their interests about the topic. Second, for post-test of achievement, the difference among 3 groups according to high, middle, and low levels of post-interest was not statistically significant, but the groups of higher scores in post-interest tends to have higher scores in post-achievement. It can be inferred that outdoor learning by a brain-based evolutionary approach increases students' situational interests about leaning topic. On the basis of the results, the implications for the research in science education and the teaching and learning in school are discussed.