• Title/Summary/Keyword: 지능형 융합

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A Study on Construction Method of AI based Situation Analysis Dataset for Battlefield Awareness

  • Yukyung Shin;Soyeon Jin;Jongchul Ahn
    • Journal of the Korea Society of Computer and Information
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    • v.28 no.10
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    • pp.37-53
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    • 2023
  • The AI based intelligent command and control system can automatically analyzes the properties of intricate battlefield information and tactical data. In addition, commanders can receive situation analysis results and battlefield awareness through the system to support decision-making. It is necessary to build a battlefield situation analysis dataset similar to the actual battlefield situation for learning AI in order to provide decision-making support to commanders. In this paper, we explain the next step of the dataset construction method of the existing previous research, 'A Virtual Battlefield Situation Dataset Generation for Battlefield Analysis based on Artificial Intelligence'. We proposed a method to build the dataset required for the final battlefield situation analysis results to support the commander's decision-making and recognize the future battlefield. We developed 'Dataset Generator SW', a software tool to build a learning dataset for battlefield situation analysis, and used the SW tool to perform data labeling. The constructed dataset was input into the Siamese Network model. Then, the output results were inferred to verify the dataset construction method using a post-processing ranking algorithm.

AiMind: SW·AI Convergence Education Platform for Fostering Digital Talent (AiMind: 디지털 인재 양성을 위한 SW·AI 융합 교육 플랫폼)

  • Se-Hoon Lee;Ki-Tea Kim;Jay Yun;Do-Hyung Kang;Young-Ho Kim
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2023.07a
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    • pp.387-388
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    • 2023
  • 본 논문에서는 인공지능(AI) 체험부터 초중등, 대학 및 평생교육에서 필요한 광범위한 응용과 활용을 할 수 있는 라이브러리를 디지털북 형태로 지원하며, 블록과 텍스트 코딩의 장점을 취합해 입문자들이 쉽고 재미있게 SW·AI 융합 교육을 할 수 있는 플랫폼을 구현하였다. 플랫폼은 웹어셈블리 기반의 파이오다이드를 통해 웹 브라우저에서 파이썬 코딩을 가능하게 하고 복잡한 설치과정 없이 쉽게 이용이 가능하다. 다양한 LMS와 연동이 가능하도록 API를 제공하며, Drag & Fill 블록으로 입문자가 코딩에 겪는 어려움 중 하나인 많은 양의 함수와 파라미터 사용법의 어려움을 해소하였다. 플랫폼은 블록으로 코딩하여 문법의 어려움, 오탈자, 오류 등을 줄이는 동시에 블록에서 생성되는 파이썬 텍스트 코드로 입문자가 텍스트 코드에 익숙해질 수 있는 경험을 제공한다.

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Efficiency Analysis of Integrated Defense System Using Artificial Intelligence (인공지능을 활용한 통합방위체계의 효율성 분석)

  • Yoo Byung Duk;Shin Jin
    • Convergence Security Journal
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    • v.23 no.1
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    • pp.147-159
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    • 2023
  • Recently, Chat GPT artificial intelligence (AI) is of keen interest to all governments, companies, and military sectors around the world. In the existing era of literacy AI, it has entered an era in which communication with humans is possible with generative AI that creates words, writings, and pictures. Due to the complexity of the current laws and ordinances issued during the recent national crisis in Korea and the ambiguity of the timing of application of laws and ordinances, the golden time of situational measures was often missed. For these reasons, it was not able to respond properly to every major disaster and military conflict with North Korea. Therefore, the purpose of this study was to revise the National Crisis Management Basic Act, which can act as a national tower in the event of a national crisis, and to promote artificial intelligence governance by linking artificial intelligence technology with the civil, government, military, and police.

Research on Intelligent Space Design of smart rural - Focus on Xikou village, Zhejiang Province, China (스마트 향촌을 위한 지능형 공간 디자인 연구 - 중국 저장성 시커우촌을 중심으로)

  • Zhu, Miaomiao;Jang, Wan-Sok;Pan, Young-Hwan
    • Journal of the Korea Convergence Society
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    • v.13 no.4
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    • pp.245-259
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    • 2022
  • Smart rural construction is an important direction for the Chinese government to promote the cause of "Rural Revitalization". In this paper, in the Xikou village project of the "future community" smart rural demonstration development project proposed by the local government of Zhejiang Province, China, the researcher participated in the design of the intellectualization of the smart rural life circle from the perspective of UX design and through qualitative and quantitative research methods. Through field investigation, understand the users' needs for intelligent design of smart countryside, and on this basis, design the maximum space of the region as a cognitive smart rural demonstration park, and quantitatively analyze the user experience feedback after the completion of the project. Before and after the actual design and application of the "Xikou village" in the demonstration area, chapters 3 and 4 are the symbols that can remember the rural era, the Rural Cultural Exchange Square. In the intelligent office space and living space, the user needs are composed of the design results. In order to reduce the anxiety of residents and tourists caused by the intelligent environment, the artificial manual service part is also designed. Now, as a case of intelligent rural space design, resident residence is developing continuously.

Trend Analysis and National Policy for Artificial Intelligence (인공지능 동향분석과 국가차원 정책제언)

  • Kim, Byung Woon
    • Informatization Policy
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    • v.23 no.1
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    • pp.74-93
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    • 2016
  • This paper proposes Korean national science and ICT policies in artificial intelligence (AI) field. After analyzing the AI trends in major countries as an initiative for global competitiveness, we suggest for new solutions for nutcracker threats and provide policy recommendations for strengthening competitiveness and commercialization in AI field of Korea. Korea's AI status was diagnosed in the order of governance, research and development (R&D), technology commercialization, law and legislation, and human resources strategy. In conclusion, it proposes improvement of governance, procession of long term future market initiative R&D, development of AI commercialization platforms, preparation of research friendly law and environment, and the nurturing of practical and converging human resources system.

Ubiquitous Virtual Reality Framework and Its Application for Fostering Sustainable Content Ecosystem (지속 가능한 콘텐츠 생태계 조성을 위한 유비쿼터스 가상현실 프레임워크 및 응용)

  • Shin, Choon-Sung;Ha, Tae-Jin;Kim, Ki-Young;Lee, Won-Woo;Lee, Young-Ho;Woo, Woon-Tack
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.47 no.1
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    • pp.123-134
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    • 2010
  • In this paper we propose ubiquitous virtual reality framework and its application for fostering a sustainable content ecosystem in the convergence space of virtual reality and real space. The ubiquitous virtual reality framework supports fundamental infrastructure which consists of platforms for end-users and service providers and dual space management. The platform for the service provider allows experts to generate contents related to real objects while the platform for the end-users allows to consume, share and regenerate the contents contextually augmented over real objects. The dual space management stores, visualizes and provides the contents generated and extended by them for connecting different users and service providers. The proposed framework allows users to continuously generate, share and extend the contents and thus contribute to making multimedia service environment. We also implemented and evaluated the framework consisting of a desktop authoring platform, mobile authoring platform and a dual space management server. We then introduced a promising application scenario to show how the content ecosystem is empowered by ubiquitous virtual reality framework and is realized in our life. Consequently, we are expecting that the ubiquitous virtual reality technology will play a vital role in building continuously evolving multimedia service environment for the future computing environment.

Technology Trends of Automatic Vehicle Guidance System (IT 융합기반 차량 자동유도 기술개발 동향)

  • An, K.H.;Sung, K.B.;Jang, J.A.;Kwak, D.Y.;Lim, D.S.
    • Electronics and Telecommunications Trends
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    • v.26 no.6
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    • pp.47-57
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    • 2011
  • DARPA 무인차 대회 우승과 구글 자율주행 자동차로 유명한 세바스찬 스런 스탠포드대 교수는 18살이 되던 해에 가장 친한 친구를 교통사고로 잃었고, 그것을 계기로 계기로 무인차 개발에 나서게 되었다고 한다. 현재 대부분의 교통사고는 운전자의 과실로 발생하며, 기계의 보조나 자동제어가 있다면 대부분 예방할 수 있다. 또한 자동으로 차선을 유지하고 차간거리를 유지하게 해준다면 도로의 교통 수용량을 2배 내지 3배로 높일 수 있으며, 도로에서 보내는 시간과 연료를 절약할 수 있다. 현재 지능형 자동차 및 도로 인프라 기술은 이러한 운전자의 안전성, 편의성, 교통 효율성, 에너지 절약을 달성하기 위한 자동차와 인프라 간의 협력형 ITS(C-ITS: cooperative ITS) 방향으로 기술개발이 이루어지고 있으며, 본 고에서는 이와 관련된 차량 자동유도 요소 기술 및 동향에 대해서 살펴본다.

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A study of the Telecommunication Industry Policy necessity in Korea (한국의 IT 산업 정책 활성화에 관한 연구)

  • Shin, Hyun-Shik
    • The Journal of the Korea institute of electronic communication sciences
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    • v.1 no.1
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    • pp.1-7
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    • 2006
  • This study is focused on the developing of the telecommunication industry for the analysis on the social changes. We predict, the role increase greatly inpotant foundational society structure of coming twenty-one century. In the scope and method of this study there must invalve following five items: constructed global society, developing economic, limit resources, change personal behavior, security of living, This problem to find a solution to the change of telecommunication industry policy in Korea.

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Development of Disaster Situation Specific Tailored Weather Emergency Information Alert System and Outlines to Apply Artificial Intelligence (재난 상황별 맞춤형 기상긴급정보 전달 시스템 개발과 AI 적용 방안)

  • Kim, Yong-Yook;Kwon, Ki-Bong;Jeon, Seung-Kwon;Lee, Byoung-Yoon
    • Proceedings of the Korean Society of Disaster Information Conference
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    • 2022.10a
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    • pp.57-58
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    • 2022
  • 지속되는 기후변화에 의한 풍수해의 발생 빈도와 강도가 증가함에 따라 풍수해 등 극한 기상현상이 지역 및 상황에 따라 재난으로 이어지는 위험성이 높아지고 있어 기상정보 사용자 및 환경에 따라 서로 다른 기상정보의 중요성과 필요성이 급증하고 있다. 이와 같은 수요를 맞추고자 기상 재난에 의한 피해 위험 지역 거주 주민과 재난 현장에서 재난에 대응하는 방재 관계기관 등 특정 사용자의 요구와 필요에 특화된 맞춤형 기상긴급정보를 다양한 매체의 특성에 맞게 즉각적으로 생성하여 전달하기 위한 기상긴급정보전달시스템이 개발되고 있으며 인공지능을 활용한 긴급성의 식별과 정보 생성 방안이 연구되고 있다.

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Development of Personal Mobility Safety Driving Assistance System Using CNN-Based Object Detection and Boarding Detection Sensor (합성곱 신경망 기반 물체 인식과 탑승 감지 센서를 이용한 개인형 이동수단 주행 안전 보조 시스템 개발)

  • Son, Kwon Joong;Bae, Sung Hoon;Lee, Hyun June
    • Journal of the Korea Convergence Society
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    • v.12 no.10
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    • pp.211-218
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    • 2021
  • A recent spread of personal mobility devices such as electric kickboards has brought about a rapid increase in accident cases. Such vehicles are susceptible to falling accidents due to their low dynamic stability and lack of outer protection chassis. This paper presents the development of an automatic emergency braking system and a safe starting system as driving assistance devices for electric kickboards. The braking system employed artificial intelligence to detect nearby threaening objects. The starting system was developed to disable powder to the motor until when the driver's boarding is confirmed. This study is meaningful in that it proposes the convergence technology of advanced driver assistance systems specialized for personal mobility devices.