• 제목/요약/키워드: Artificial

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AI 교육을 위한 전공별 맞춤형(RAS) 교육과정 개발연구 (A Research on the Development of Customized Curriculum (RAS) for Each Major for AI Education)

  • 백란
    • 공학교육연구
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    • 제25권5호
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    • pp.44-54
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    • 2022
  • The purpose of this study is to effectively implement the artificial intelligence education required in the digital transformation era. As we enter the era of the 4th industrial revolution, the demand for a great digital transformation in industry is essential, and the nurturing of manpower is presented as an indispensable relationship in the industrial field based on it. The integration of various new technologies that have emerged from the era of the 4th industrial revolution has the greatest purpose in realizing artificial intelligence technology. As the importance of digital competency in the top curriculum reorganization has been highlighted, artificial intelligence education is necessary even in the curriculum reorganization in 2022, and there is a demand in the educational field that it should be converted into a mandatory education in middle and high schools. Artificial intelligence education according to the demands of the times is to develop an artificial intelligence curriculum in universities by reestablishing systematic artificial intelligence education in universities, setting educational goals, and presenting the goals of artificial intelligence education by major. The main direction of this study is to present the relationship between artificial intelligence and each major in university education, develop a curriculum based on artificial intelligence for each major, and link artificial intelligence software for AI education customized for each major. We would like to present a process that can measure the learning outcomes of AI education.

정부서비스에서의 인공지능 도입 및 활용을 위한 법제도적 쟁점과 개선과제 (Legal and Institutional Issues and Improvements for the Adoption and Utilization of Artificial Intelligence in Government Services)

  • 김법연
    • 한국IT서비스학회지
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    • 제22권4호
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    • pp.53-80
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    • 2023
  • Expectations for artificial intelligence technology are increasing, and its utility value is growing, leading to active use in the public sector. The use of artificial intelligence technology in the public sector has a positive impact on aspects such as improving public work efficiency and service quality, enhancing transparency and reliability, and contributing to the development of technology and industries. For these reasons, major countries including Korea are actively developing and using artificial intelligence in the public sector. However, artificial intelligence also presents issues such as bias, inequality, and infringement of individuals' right to self-determination, which are evident even in its utilization in the public sector. Especially the use of artificial intelligence technology in the public sector has significant societal implications, as well as direct implications on limiting and infringing upon the rights of citizens. Therefore, careful consideration is necessary in the introduction and utilization of such technology. This paper comprehensively examines the legal issues that require consideration regarding the introduction of artificial intelligence in the public sector. Methodological discussions that can minimize the risks that may arise from artificial intelligence and maximize the utility of technology were proposed in each process and step of introduction.

골프 스윙 모션 추정에서 Bi-LSTM 기반의 효율적인 이상치 검출 및 보정 기법 (An efficient Bi-LSTM based method for outlier detection and correction in golf swing motion estimation)

  • 주찬양;박지성;오경수;최현준;이동호
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2021년도 추계학술발표대회
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    • pp.787-790
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    • 2021
  • 본 논문에서는 최신 모션 인식 기술을 활용하여 골프 스윙 비디오에서 사람의 자세를 추정한 후 다양한 원인으로 오검출된 좌표들을 보정하여 자세 추정의 정확도를 높이는 방법을 제안한다. 기존의 사람 자세 추정 모델은 골프 스윙 데이터에서 오검출, 반전, 불안정성, 미검출의 문제를 보여 정확한 자세 추정을 어렵게 했다. 이를 해결하기 위하여 본 연구에서는 자세 추정시 발생하는 이상치 데이터들을 Bi-LSTM 으로 학습하고 골프 스윙의 특징을 고려한 간단한 규칙을 통하여 이상치 데이터를 효과적으로 검출하고 이를 보정하는 방법을 제안한다. 또한 다양한 실험과 분석을 통하여 제안하는 방법이 골프 스윙 모션에서 사람의 자세를 정확히 추정할 수 있음을 보인다.

인공지능 윤리 강화를 위한 제도적 개선방안 연구 (Research on institutional improvement measures to strengthen artificial intelligence ethics)

  • 차건상
    • 융합보안논문지
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    • 제24권2호
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    • pp.63-70
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    • 2024
  • 인공지능 기술의 발전으로 우리의 삶은 혁신적으로 변화하고 있지만, 동시에 윤리적 문제들도 새롭게 대두되고 있다. 특히 알고리즘 및 데이터 편향성에 의한 차별문제, 딥페이크 및 개인정보 유출 문제 등은 인공지능 서비스확대에 따라 사회적으로 해결해야 할 선결과제라 판단된다. 이를 위해 본 논문에서는 인공지능 윤리 측면에서 인공지능의 개념과 윤리적 이슈를 살펴보고 이를 예방하기 위한 각국의 윤리 가이드라인, 법률, 인공지능 영향평가제도, 인공지능 인증제도와 인공지능 알고리즘 투명성 관련 기술 현황 등을 살펴보고 인공지능 윤리 강화를 위한 제도적 개선방안을 제시하고자 한다.

레미콘 슬러지의 인공골재로서의 재활용 연구 (Recycling of Ready Mixed Concrete Sludge as artificial aggregate)

  • 문경주;이양수;백명종;소양섭
    • 한국콘크리트학회:학술대회논문집
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    • 한국콘크리트학회 1998년도 가을 학술발표회 논문집(I)
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    • pp.167-172
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    • 1998
  • The purpose of this study is recycling of ready mixed concrete sludge as artificial aggregate by product technique of artificial aggregate in the normal temerature. For the qulity test of artificial aggregate using ready mixed concrete sludge, it is tested in the various aspect. Therefor, Quality of artificil aggregate is suitable as coarse aggregate except absoption, abrasion. For the application of aggregate in cement concrete, Coarse aggregate are replaced with artificial aggregate using ready mixed concrete sludge 100% of volume. The results of test shown that the artificial aggregate using ready mixed concrete sludge could be used replacement of coarse aggregate in cement concrete.

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인공어초 사후관리 현황과 발전방향 (Management after installation of artificial reefs;Present Condition and Development Scheme)

  • 이성일;안승환;김동선
    • 한국마린엔지니어링학회:학술대회논문집
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    • 한국마린엔지니어링학회 2005년도 후기학술대회논문집
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    • pp.160-161
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    • 2005
  • It is important to manage artificial fish reefs with installation for restoration. The instruments of survey for artificial reefs condition(location, amount etc.) is Side Scan Sonar and Multi-beam sonar. The efficient and economic survey of the artificial reefs facility is the complete survey of the SSS(Side Scan Sonar) in all area first and then the survey of the artificial reefs by MBES(Multi Beam Echo Sounder) in the finding area.

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Squint Free Phased Array Antenna System using Artificial Neural Networks

  • Kim, Young-Ki;Jeon, Do-Hong;Thursby, Michael
    • 컴퓨터교육학회논문지
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    • 제6권3호
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    • pp.47-56
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    • 2003
  • We describe a new method for removing non-linear phased array antenna aberration called "squint" problem. To develop a compensation scheme. theoretical antenna and artificial neural networks were used. The purpose of using the artificial neural networks is to develop an antenna system model that represents the steering function of an actual array. The artificial neural networks are also used to implement an inverse model which when concatenated with the antenna or antenna model will correct the "squint" problem. Combining the actual steering function and the inverse model contained in the artificial neural network, alters the steering command to the antenna so that the antenna will point to the desired position instead of squinting. The use of an artificial neural network provides a method of producing a non-linear system that can correct antenna performance. This paper demonstrates the feasibility of generating an inverse steering algorithm with artificial neural networks.

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슬롯을 가진 삼각패치형 인공전송선로 (A Slotted Triangular-Patch Type Artificial Transmission Line)

  • 오송이;최경;황희용
    • 정보통신설비학회논문지
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    • 제9권4호
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    • pp.164-167
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    • 2010
  • In this paper, an artificial transmission line of triangular-patch type with slots is proposed. This artificial transmission line is useful for miniaturizing the electrical lengths of conventional transmission lines. Also, this structure is easy to regulate the characteristic impedance and electrical lengths. The electrical lengths and the characteristic impedances of the proposed artificial transmission line with some parameters are researched and summarized The proposed artificial transmission line could be useful for compact designs for most of the passive microwave components. The optional-artificial transmission line is fabricated and measured at 2.45GHz.

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일본국립순환기병센터형 완전 인공심장을 이용한 동물실험 (The Animal Experiments of Total Artificial Heart at the National Cardiovascular Center in Japan)

  • 박영환
    • Journal of Chest Surgery
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    • 제27권10호
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    • pp.824-832
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    • 1994
  • Recently we developed the concept of totally implantable electrohydraulic artificial heart. We tested the artificial heart which was drived by external compressive air in the calves. All three calves had pneumonia before surgery, so postoperative course was not only bad but also the results was not good. The first calf died severe pneumonia on 76th day, the second calf died from troublesome bleeding and uncertain allergic like reaction, and the third died because of bleeding. However, the performance of the artificial heart was good, and especially the blood contacting surface showed excellent hemocompatibility. The anatomic fitting was also very good even in the 35 Kg small newborn calf. During treadmill test, the first calf did not well tolerate for 1 minute but by the Full Fill Full Empty control method the artificial heart responsed well to the physiologic needs. In conclusion, the artificial heart had the very good hemocompatible surface, however, the volume of the artificial heart was a little deficient for the calf and the control algorithm needed further development.

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패조류용 어초의 안정성에 관한 실험적 연구 (An Experimental Study on the Stability of Artificial Reefs for Shellfish and Seaweed)

  • 손병규
    • 한국해양공학회지
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    • 제21권6호
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    • pp.120-124
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    • 2007
  • The purpose of this study was to investigate the stability of the arched and fan types of artificial reefs, which provide habitats for shellfish and seaweed. According to the Froude similitude, parameters affecting the stability of the artificial reefs were analytically, experimentally studied. First, the design parameters of the artificial reefs in wave and current fields were presented. Then, using dimensionless parameters, such as the surf similarity parameter and water particle speed, the stability of the arched and fan types of artificial reefs was investigated. From the hydraulic experiments, it is shown that the stability heavily depends on the way the artificial reefs are installed. Therefore, the installation of the artificial reefs on the surf zone should be carefully executed.