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Adversarial learning for underground structure concrete crack detection based on semi­supervised semantic segmentation (지하구조물 콘크리트 균열 탐지를 위한 semi-supervised 의미론적 분할 기반의 적대적 학습 기법 연구)

  • Shim, Seungbo;Choi, Sang-Il;Kong, Suk-Min;Lee, Seong-Won
    • Journal of Korean Tunnelling and Underground Space Association
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    • v.22 no.5
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    • pp.515-528
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    • 2020
  • Underground concrete structures are usually designed to be used for decades, but in recent years, many of them are nearing their original life expectancy. As a result, it is necessary to promptly inspect and repair the structure, since it can cause lost of fundamental functions and bring unexpected problems. Therefore, personnel-based inspections and repairs have been underway for maintenance of underground structures, but nowadays, objective inspection technologies have been actively developed through the fusion of deep learning and image process. In particular, various researches have been conducted on developing a concrete crack detection algorithm based on supervised learning. Most of these studies requires a large amount of image data, especially, label images. In order to secure those images, it takes a lot of time and labor in reality. To resolve this problem, we introduce a method to increase the accuracy of crack area detection, improved by 0.25% on average by applying adversarial learning in this paper. The adversarial learning consists of a segmentation neural network and a discriminator neural network, and it is an algorithm that improves recognition performance by generating a virtual label image in a competitive structure. In this study, an efficient deep neural network learning method was proposed using this method, and it is expected to be used for accurate crack detection in the future.

The Occupational Socialization of the Security Guards in the Casinos - Case of Security Science Majors - (카지노 시큐리티 종사자의 직업사회화 과정 - 경호학 전공자들을 대상으로 -)

  • Chun, Yong-Tae
    • The Journal of the Korea Contents Association
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    • v.10 no.3
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    • pp.337-346
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    • 2010
  • The purpose of this study is to explore how security science graduates in casinos are socialized into the workplace. Participants for this study were seven security guards who work for two of three casinos for foreign customers in the city of Seoul. All the participants majored in the security science in colleges. They had 1 to 5 years of work experience. Their main job responsibilities were deterrent to crimes and watch for impending danger in the casinos. A variety of qualitative data collection techniques for this study included formal and informal interviews, stimulated-recall interview, observations, and field notes. Analytic induction and constant comparison were utilized to analyze data. Triangulating and member checks were employed to enhance trustworthiness. The findings of this study were as follow: Firstly, In acculturation, sports experience and media attraction were revealed as factors. Secondly, In professional socialization, college education and senior students in the program were found. Lastly, organizational socialization, Difficulty of relationship, lack of risk management training, lack of team cohesion, pride himself as a security guard, and unclear evaluation system. In conclusion, a variety of influential factors appeared through his occupational socialization even though there were negative and positive factors.

Improvement of Microwave Water Surface Current Meter and its Commercialization (전자파표면유속계의 성능개선 및 실용화)

  • Kim, Young-Sung;Lee, Hyun-Seok
    • Proceedings of the Korea Water Resources Association Conference
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    • 2011.05a
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    • pp.85-85
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    • 2011
  • 홍수기에 안전하고 정확한 유량측정을 통하여 물관리에 필요한 기초수문자료를 확보하고자 한국수자원공사에서 1993년도부터 홍수유량측정기술 확보를 위한 연구를 시작하였다. 그간의 연구성과를 바탕으로 1999년도에 하천의 유속을 비접촉식으로 측정할 수 있는 홍수용 전자파표면유속계를 개발하여 특허등록하였고 그와 동시에 이의 상품화를 추진하여 2010년도까지 75대를 보급하여 실무에서 이용하고 있다. 이동식인 홍수용 전자파표면유속계를 바탕으로 2001년도에는 고정식 실시간 홍수유량측정측정시스템을 개발하여 특허등록하였고, 이 시제품을 현재 용담 수자원시험유역의 동향지점에서 시험운영하고 있다. 또한, 현장 유량측정실무자들의 홍수용 전자파표면유속계 개선요구에 따라 편각용 전자파표면유속계 시제품을 개발하였으며, 이는 임의의 한 지점에 설치한 한 대의 장비로 좌우 여러 측선의 유속을 동시에 측정할 수 있는 다점 측정기능을 갖도록 성능을 개선하였다. 이에 따라 홍수시 유량측정에 소요되는 시간이 줄어들어 신속하게 유량측정을 완료할 수 있는 계기를 마련하였다. 이와 더불어 유속측정 범위를 확장하여 홍수시의 고유속 뿐만 아니라 0.5 m/s 이하의 저유속까지 측정할 수 있는 범용 전자파표면유속계의 시제품을 추가로 개발하였다. 이 장비는 최저유속 0.03 m/s의 측정을 실내시험을 통하여 입증하였다. 범용 전자파표면유속계는 상품화 시제품의 개발을 목표로 기존 시제품의 현장시험을 통하여 현장적용상의 문제점에 대한 해결에 주력하였다. 첫째, 평갈수용 전자파표면유속계의 사용편의를 개선하기 위하여 소형화 및 경량화를 추진하였고, 이를 위하여 사용주파수를 기존의 10 GHz에서 24 GHz로 변경함으로써 $35{\times}35\;cm$ 크기의 기존안테나를 $22{\times}22\;cm$ 크기로 소형화하였으며 송수신부의 무게는 기존 18 kg에서 3.3 kg으로 혁신적으로 줄이는데 성공하였다. 이를 위하여 안테나는 기존의 반사형안테나에서 도파관슬롯배열안테나로 변경하였다. 둘째, 측정값의 안정화를 위하여 안테나의 특성을 개선하여 부엽(side-lobe) 레벨 30 dB 이하 그리고 전후방비(front-back ratio) 50 dB 이하로 개선하여 안테나가 지향하는 방향 이외의 위치에서 반사되는 불필요한 신호를 줄였다. 또한 적응형 이득제어(adaptive gain control)기법의 채택으로 미소 신호에 대한 안정적 측정 및 과다 신호에 대한 능동적 감쇄를 할 수 있도록 시스템을 구성하여 전 유속범위에 대한 안정적 측정을 가능토록 설계 및 제작하였다. 셋째, 자가점검 기능을 탑재하여 유속측정 전에 기기의 상태에 대한 self test기능을 통하여 측정자가 기기의 상태를 사전에 파악 가능토록함으로써, 기기 오작동에 대한 능동 대처할 수 있도록 하였다. 이외에도 저전력 회로설계를 통하여 배터리 사용시간을 확장하였고, 기존의 전자파표면유속계가 가지고 있던 방습 및 방수에도 내성을 갖는 제품으로 설계하였으며 스마트기기를 이용한 무선측정 및 세련된 디자인 등 사용자의 요구사항을 충분히 반영하였다.

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A Preliminary Study on Extending OAK Metadata for Research Data (연구데이터 관리를 위한 OAK 메타데이터 확장 방안 연구)

  • Lee, Mihwa;Lee, Eun-Ju;Rho, Jee-Hyun
    • Journal of Korean Library and Information Science Society
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    • v.51 no.3
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    • pp.27-51
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    • 2020
  • This study aims to propose an extended OAK metadata for research data that would be described in OAK, an open access repository of the National Library of Korea. As a research method, literature review, case studies, and interviews with related parties were conducted. The method of extending the existing OAK metadata for research data was derived as follows. First, in modeling for research data, the structure of the collection> item> file is maintained, the collection is placed as a higher group to which the research data can be grouped, and item was combined metadata and files or digital objects of various formats together. Second, by mapping the metadata standard and case organizations with the existing OAK metadata, elements judged to need to be extended to OAK for research data were selected and reflected in the existing OAK. Third, the controlled vocabulary and syntax are also proposed so that it can be used for search or later statistics through structured data. By expanding the OAK metadata to describe research data, research data produced in Korea can be officially stored and used, which is the basis for preventing duplication of research and sharing and recycling research results nationally.

Japanese case of community partnership for Healthy City Projects (일본 건강증진사업의 지역사회 자원과의 연대 구축 사례: 건강도시사업을 위한 지역사회 파트너 쉽 형성 사례)

  • Hoshi, Tanji
    • Proceedings of The Korean Society of Health Promotion Conference
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    • 2005.09a
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    • pp.197-230
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    • 2005
  • 일본의 Soyo town에서 진행된 건강도시사업은 건강증진 프로그램 모형을 통하여 건강한 도시를 건설하겠다는 슬로건을 가지고 주민들이 참여하여 자신의 건강관리능력을 함양하고 서로의 장점을 공유하는 것을 사명으로 하고 있다. 또한 삶의 질 향상, 주관적 건강상태 향상, 삶의 만족도 향상, 정서적 유대감 향상, 수입증가 그리고 조기사망의 감소를 구체적 목적으로 설정하고 있다. 이러한 목적을 달성하게 위한 매우 실제적이며 수량화된 목표들이 설정되어 있다. 1992년에 사전조사를 실시하고 1996년과 2002년에 사후 조사를 실시하였다. 프로그램 내용과 과정에는 보건의료전문가와 시설에 대한 정비, 평가에 대한 계획, 학교를 포함한 포괄적인 보건의료시스템이 포함된다. 모든 부문은 자신들이 설정한 보건정책 결과에 대하여 모니터링을 진행하며 적절한 정책을 다시 설정하고 수량화된 목표를 설정하며 프로그램을 수행한다. 프로그램 수행의 가장 중요한 원칙은 사업의 기획, 수행, 평가 과정에 주민이 최우선적으로 참여한다는 점이다. Soyo town은 사업을 위하여 학교 및 지역 내 사조직과 협력하고 모든 사업의 기획과정에 다양한 구성원들을 참여시켰는데 이는 건강자원 개발에 있어 매우 중요하게 실천되어야 하는 문제이다. 특히 모든 Soyo town의 주민들이 참여하는 것을 원칙으로 하였다. 주민들은 건강관련 자원의 배치상태와 과학적 근거를 고려하여 효과적인 사업을 선정하는 것을 포함한 모든 사업의 과정에 참여하였다. 바람직한 생활양식을 향상시키기 위하여 식품회사, 자원단체 그리고 사회적 관계망 그리고 지역의 단체급식시설, 식당 등이 파악되었으며, 요양원, 가사도우미, 공중보건간호사, 방문간호사, 사회사업가로 구성된 보건의료 시설과 인력들이 협력하였다. 사업이 주민의 건강을 향상시켰는가와 건강향상에 사업이 효과적이었는지를 판단하기 위해서 평가가 진행되었는데, 서비스 제공자 뿐 아니라 소비자와 주민들도 평가를 수행하였다. Soyo town의 건강도시사업의 평가 결과, 조기사망률이 1988년 22.1%이 1992년 18.2%로, 1998년 15.6%로 감소하였다. 또한 주관적인 건강상태는 1988년 48%에서 1992년 67.1%로, 1998년 71.5%로 증가하였다. 전반적으로 주관적 건강상태, 사회적 관계망, 보건의료서비스에 대한 접근성은 증가하였으며, 조기사망, 의료비용은 감소하였다. 한편 보건의료부문의 질적인 향상을 가져왔으며, Soyo town은 건강한 도시의 명성을 얻게 되었다. 사업의 효과성을 향상시킨 요인은 주민 개개인들에게 사업의 기획과정에 처음부터 참여할 기회가 주어졌다는 점과 자원개발에 있어 기존자원의 재개발에 우선순위를 두었다는 점이었다. 효과적인 사업의 수행을 위하여 행정부, 주민, 건강관련 단체들은 수단과 방법에 관한 정보를 교환하는 것이 중요하다. 사업의 기획단계에 모든 이해당사자들이 참여하여 각자의 역할분담을 명확히 하는 것이 필요하며, 건강증진은 개인의 노력 뿐 아니라 사회적 환경의 개선과 자원의 개발을 통해서 달성되는 것이므로 주민들은 건강증진을 위한 환경개선을 위해 노력도 병행되어야 한다.

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Efficacy Test of Mating Disruptors Against Peach Fruit Moth, Grapholita molesta, using Polypropylene Dispenser Containing Ester Wax (에스테르 왁스가 함유된 폴리프로필렌 방출기 제조와 복숭아순나방 교미교란 효과 검정)

  • Yoon, Ji Young;Kim, Da Eun;Im, Yu Na;Lee, Ji Sung;Yang, Chang Yeol;Kim, Jong-Duk
    • Korean journal of applied entomology
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    • v.54 no.4
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    • pp.369-374
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    • 2015
  • Grapholita molesta (GM) has been considered as a major problem to apple and peach orchards. Mating disrupters have been applied to control the pest over the world as an Integrated Pest Management [IPM] tool. Various types of dispensers releasing mating disrupters have been developed with different formulation of wax, polyethylene tube and aerosol. In this study, the dispensers that were composed of ester waxes and polypropylene (PP) film were used as dispenser materials to analyze release pattern of GM pheromone compared with paraffin wax and polyethylene (PE) film. The release pattern in PP film group was consistent with time while PE film group irregular. Based on these results, Japan wax_PP film dispenser (Japan_PP) was manufactured and showed the mating disruption effect of 98% during 5months in peach orchard.

The study of U.K.'s FSMA on the insolvency of financial institutions and implications in South Korea (금융기관 정리절차와 관련된 법률적 고찰과 시사점: 영국 FSMA와 국내 관계법률을 중심으로)

  • Chang, Pyoung-Hoon;Kim, Shin-Wook
    • Journal of Digital Convergence
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    • v.11 no.1
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    • pp.13-25
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    • 2013
  • After studying FSMA 24, We found that the insolvency rule of financial institutions in FSMA consists of eight provisions: 1) voluntary arrangement, 2) administration order, 3) receiverships, 4) voluntary winding up, 5) winding up by the court, 6) bankruptcy, 7) provisions against debt avoidance, and 8) supplemental provisions in insurance cases. Insolvency provisions in FSMA explain powers and accountabilities of FSA in relation to these insolvency proceedings. Although there are some differences in proceedings, provisions entitle FSA the same status as creditors to petition the court, with a right to participate in related meetings and to be notified of any matters involving insolvency proceedings. The differences and implications between U.K.'s FSMA and Korean regulations are related to the insolvency rule of financial institutions. First, in FSMA, FSA has a comprehensive power to manage insolvency proceedings of financial institutions in a centralized way. However, Korean regulations have special laws to regulate insolvency in a decentralized way. The offices executing those laws are the Financial Services Committee, the Financial Supervisory Service, and the Financial Deposit Insurance Corporation. This characteristic results from an accelerated legislation procedures related to financial reform in 1997 Korean financial crisis. Second, FSA contains special provisions on continuation of contracts of long-term insurance considering the characteristics of insurance industry related to insolvency of financial institution. However, Korean insolvency rules applied to financial institutions do not consider industrial differences and the characteristics of financial contracts, so need to be supplemented in the future.

The Study on Instructional Strategies for Using Information and Communications Technologies in The Knowledge-based Society (지식정보화사회에 었어서 ICT 활용을 위한 교수전략에 대한 고찰)

  • Lee, Gyeoung-Hee
    • The Journal of Korean Association of Computer Education
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    • v.5 no.1
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    • pp.1-16
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    • 2002
  • The development of information and communications technologies(ICT) is changing school education, which is a center of teaching/lession process. Information and communications technologies can not guarantee quality education appropriate for knowledge & information society. Interactions between ICT and educational environment, change in the role of teachers, and shift in teaching strategies for educational contents and learning method would be required. This paper has studied the relationship between school education and ICT, change in the role of teachers, and a direction in teaching strategies to take advantage of ICT in school education. For this purpose, it has endeavored to offer an ideal ICT environment by researching both some cases in the foreign countries and the seventh educational process in Korea. In conclusion, this study recommends the followings; First, interactive environment between school and ICT is necessary to make education appropriate to knowledge-information society; Secondly, in the structutive teaching/learing process based upon ICT classroom, teachers should not be the old role player, such as knowledge transfer and learning manager any longer; instead, they should stimulate more social and conversational thinking, and integrate ICT into teaching process; Thirdly, teaching strategies need to change for the purpose of promoting evaluative thinking productive thinking creative thinking.

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Regional Path Re-selection Period Determination Method for the Energy Efficient Network Management in Sensor Networks applied SEF (통계적 여과 기법이 적용된 센서 네트워크에서 에너지 효율적인 네트워크 관리를 위한 영역별 경로 재설정 주기 결정 기법)

  • Park, Hyuk;Cho, Tae-Ho
    • Journal of the Korea Society for Simulation
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    • v.20 no.3
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    • pp.69-78
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    • 2011
  • A large-scale sensor network usually operates in open and unattended environments, hence individual sensor node is vulnerable to various attacks. Therefore, malicious attackers can physically capture sensor nodes and inject false reports into the network easily through compromised nodes. These false reports are forwarded to the base station. The false report injection attack causes not only false alarms, but also the depletion of the restricted energy resources in a battery powered network. The statistical en-route filtering (SEF) mechanism was proposed to detect and drop false reports en route. In SEF, the choice of routing paths largely affect the energy consumption rate and the detecting power of the false report. To sustain the secure routing path, when and how to execute the path re-selection is greatly need by reason of the frequent network topology change and the nodes's limitations. In this paper, the regional path re-selection period determination method is proposed for efficient usage of the limited energy resource. A fuzzy logic system is exploited in order to dynamically determine the path re-selection period and compose the routing path. The simulation results show that up to 50% of the energy is saved by applying the proposed method.

Knowledge and Attitudes about HIV/AIDS among Health Care Officers in S. Korea (보건복지 공무원의 에이즈에 대한 지식과 태도에 대한 연구)

  • Choi, Eun-Jeung;Kim, Wha-Son;Jung, Sun-Bok;Whang, In-Sook;Yang, Jeoung-Nam
    • Korean Journal of Health Education and Promotion
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    • v.26 no.5
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    • pp.41-55
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    • 2009
  • Objective: This study explores the level of knowledge and attitude towards HIV/AIDS and the relationship between knowledge and attitude among social workers and nurses working in the public sector in Gwangju, S. Korea. Methods: The sample was composed of 121 nurse and 124 social workers. For the purpose of this research participants completed a questionnaire designed to assess their knowledge and attitudes about HIV/AIDS. The data was collected between December 2008 and January 2009. All data was analyzed using SPSS WIN version 12.0 for technical statistics. t-Test, ANOVA and multiple regression analysis was employed. Results: First, the result of this research showed that the level of participants knowledge on HIV/AIDS was 85.9%. The nurses score was significantly higher than social workers on knowledge. Second, the outcome also showed that nurses generally had a more positive attitude about HIV/AIDS patients than social workers but it was not significant. Third, participant's attitudes towards HIV/AIDS was significantly influenced by the level of knowledge and previous education about HIV/AIDS. Fourth, the results also showed that knowledge on HIV/AIDS is the most important influencing factor towards the participants attitude. Conclusion: This result has important implications for future education programs designed for health care professionals including nurses and social workers. Given the importances of the role of public officers as practitioners and policy makers on HIV/AIDS, the education program should not only focus on lectures but also include a sharing of practical experience and knowledge.