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Air Pollution Prediction Model Using Artificial Neural Network And Fuzzy Theory

  • Baatarchuluun, Khaltar;Sung, Young-Suk;Lee, Malrey
    • International Journal of Internet, Broadcasting and Communication
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    • v.12 no.3
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    • pp.149-155
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    • 2020
  • Air pollution is a problem of environmental health risk in big cities. Recently, researchers have proposed using various artificial intelligence technologies to predict air pollution. The proposed model is Cooperative of Artificial Neural Network (ANN) and Fuzzy Inference System (FIS), to predict air pollution of Korean cities using Python. Data air pollutant variables were collected and the Air Korean Web site air quality index was downloaded. This paper's aim was to predict on the health risks and the very unhealthy values of air pollution. We have predicted the air pollution of the environment based on the air quality index. According to the results of the experiment, our model was able to predict a very unhealthy value.

Recognition of Chinese Compound Noun Using Decision Tree (결정트리를 이용한 중국어 복합명사 인식)

  • Cui, Zheng;Kim, Mi-Young;Kim, Dong-Il;Lee, Jong-Hyeok
    • Proceedings of the Korean Information Science Society Conference
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    • 2003.04c
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    • pp.495-497
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    • 2003
  • 중-한 기계번역 시스템에 있어서 중국어 복합명사를 정확하게 처리하는 것이 매우 중요하다. 본 논문에서는 결정트리를 이용하여 품사의미 애매성을 포함된 복합명사를 인식하는 방법을 제시하였다. 제안한 방법으로 구축된 규칙이 기존의 방법보다 f-measure가 10.9% 더 좋은 성능을 보여 주었다.

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The Value of Academic Papers as the Contents of the 4th Industrial Revolution (4차 산업혁명 컨텐츠로서 학술논문의 가치)

  • Park, Ji-Young;Choi, Hee-Seok;Kim, Jae-Soo
    • Proceedings of the Korea Contents Association Conference
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    • 2017.05a
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    • pp.399-400
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    • 2017
  • 4차 산업혁명은 정보통신기술(ICT)의 발전으로 인한 다양한 산업분야의 혁명적 변화를 말한다. 이러한 변화는 한 기술자체의 발전뿐만 아니라 기술 간 융합과 연결을 통해 더 가속화될 수 있다. 학술적 영역에서도 ICT의 발전과 함께 디지털화에 소요되는 비용이 줄어들어 디지털화를 기반으로 한 학술논문의 공개, 공유의 움직임이 시작되었다. 학술논문의 공개와 공유는 기술 간 융합과 연결이 원동력이 되는 4차 산업혁명 시기에 더 중요하고 필요한 일이 되었다. 따라서 한 편의 학술논문이 가지는 고유의 가치와 수집된 논문이 집합체로서 활용을 통해 실현될 수 있는 잠재적 가치에 대해 알아보고자한다. 학술논문의 가치에 대한 평가를 통해 4차 산업혁명 시대를 더 잘 준비하기 위한 일환으로 학술논문의 가치 제고 방안에 대한 논의와 실행이 필요하다.

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Resolving structural ambiguity of Chinese V+NP$_1$+的+NP$_2$syntactic pattern (중국어 V+NPl+的+NP2 구문 패턴의 애매성 해소)

  • Cui, Zheng;Kim, Mi-Young;Kim, Dong-Il;Lee, Jong-Hyuk
    • Proceedings of the Korean Information Science Society Conference
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    • 2002.10d
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    • pp.667-669
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    • 2002
  • 중국어 V+NP$_1$+的+NP$_2$형 패턴은 동사구와 명사구로 분석이 가능하여 중국어 구문분석의 결과에 중요한 영향을 미친다. 본 논문은 중국어 V+NP$_1$+的+NP$_2$형 패턴의 구조적 중의성 문제를 해결하기 위한 방법을 제안한다. 제안하는 방법은 통계정보로 보완된 동사의 결합가 정보, 두 명사간의 결합도 정보 및 휴리스틱으로 구조적 애매성을 해소하고자 한다.

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The Improvements for 3GPP LTE-Advanced Relay (3GPP LTE-Advanced을 위한 Relay 개선 방안)

  • Park, Byoung-Seong;Kim, Sang-Ha;Chang, Il-Doo;Lee, Hee-Bong;Kwon, Kyoung-In
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.36 no.12B
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    • pp.1647-1658
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    • 2011
  • This paper suggests the methods to improve the wireless backhaul link of the Relay FDD mode that 3GPP LTE-Advanced supports. New RRC message and Relay startsup procedure are introduced to apply Carrier Aggregation in the Relay wireless backhaul. Also, we design new reference signal that makes Type 1 Relay operated in full-duplexing, expecting to maximize the radio resource utilization. And, we propose the efficient configuration for the periodic uplink control information under the backhaul subframe allocation method in LTE-Advanced Relay. Hereafter, the standard activities in the 3GPP RAN is supposed to focus on the improvement of the LTE-Advanced features. Therefore, the suggestions in this paper are expected to be actively discussed in the LTE-Advanced future releases.

Implementation and Verification of IMT-Advanced Simulator for 4G Evaluation (4G 기술 평가를 위한 IMT-Advanced 시뮬레이터 구현 및 검증)

  • Kim, Dae-Jung;Chung, Kwang-Sue
    • Journal of KIISE:Information Networking
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    • v.37 no.6
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    • pp.466-476
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    • 2010
  • This paper proposes a novel simulator which is capable of loading different modules enabling to update the simulator easily when the 4G mobile communication technologies are revised. This simulator is not only designed based on IMT-Advanced channel model but also confirmed its reliability through mutual verification with Matlab based simulator developed by Winner+. The proposed simulator was evaluated on the basis of evaluation requirements on the IMT-Advanced. By comparing with experimental results for IEEE and 3GPP, it was also proved for the simulator to have a better performance.

Grapheme Segmentation Method for Low Quality Printed Hangul Text Recognition (저해상도 인쇄체 한글 영상 인식을 위한 자소 분할 방법)

  • Lee Seong-Hun;Cho Kyu-Tae;Kim Jin-Sik;Kim Jin-Hyung;Jung Cheol-Kon;Kim Sang-Kyun;Moon Young-Su;Kim Ji-Yeun
    • Proceedings of the Korean Information Science Society Conference
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    • 2006.06b
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    • pp.382-384
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    • 2006
  • 본 논문에서는 저해상도 한글 영상을 자소 단위로 분리하는 방법을 제안한다. 비디오 자막이나 저해상도 스캔 영상의 경우 자소간 획이 접촉되거나 잡영이 많이 포함되어 기존의 자소 분할 방법으로는 한계가 있다. 한자 문자열을 문자 단위로 분할하는데 사용된 비선형 분할 경로 알고리즘을 한글 낱자 영상에 적용하여 자소 단위로 분할한다. 기존의 분할 경로 알고리즘을 한글 자소 분할에 효과적으로 적용하기 위해서 우세점 탐지 알고리즘을 이용하여 자소간 접촉점을 찾고 이를 바탕으로 생성된 분할 경로에 따라 여러 개의 자소 후보 영상이 생성된다. 자소 영상을 자소 인식기로 인식한 결과 높은 인식률을 보이는 것을 실험을 통하여 확인하였다.

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The Study of Analysis Algorithm and Wave Characteristic Control Environment for Wireless Communication (무선이동통신 제어환경에서 전파특성 및 알고리즘 분석에 관한 연구)

  • Kang, Jeong-Yong
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.36 no.4B
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    • pp.371-377
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    • 2011
  • Users of the Information Age, IT usage patterns of the wired broadband information services and various forms of the same quality wireless multimedia services are required. Changes of these times the next-generation mobile communications (IMT-Advanced) has emerged as the necessity of developing its current voice and packet data communications on the move in the high-speed 100Mbps, 1Gbps in stationary and slow data transmission rates up to fixed-mobile convergence based on needed to provide ubiquitous service platform for the realization of IMT-Advanced is the time for preparation. In particular, 3-5GHz band, focused on mobile communications can be used to secure the necessary frequency band relocated and the existing crosstalk analysis methodology developed for the services rendered, and the frequency of such results to obtain new spectrum for IMT-Advanced for the country to secure the frequency characteristics and IMT-Advanced 3-5GHz band for the radio frequency of the characterization techniques necessary to develop a national wireless communication interference and frequency-based technology acquisition and management skills were identified.

Distributed Kinetic Delaunay Triangulation

  • Yoo Taewon;Choi Sunghee;Lee Hyonik;Lee Jinwon
    • Proceedings of the Korean Information Science Society Conference
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    • 2005.11a
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    • pp.964-966
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    • 2005
  • This paper proposes a distributed algorithm to maintain the Delaunay triangulation of moving points. We assume that every point is a processor which can only communicate with the adjacent points connected by edges in the Delaunay triangulation. The topology changes of the Delaunay triangulation due to the movement of the points are updated automatically by local operations of the points without any centralized processor or global information.

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Shift in Warfare Paradigm and Military Transformation (전쟁패러다임의 전환과 군사변혁)

  • Jeong, Chun-Il
    • Journal of National Security and Military Science
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    • s.4
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    • pp.381-418
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    • 2006
  • In present, advanced countries in the world are seen concentring on Military Transformation to create new military capability as there is a shift in Warfare Paradigm. Rapid development of technology enables military system, operational concept and organization innovated. As a result, Revolution in Military Affairs(RMA) that dramatically increased warfighting capability is pursued. Especially, advanced information technology constructs system of systems with abilities of battle visualization, information sharing in battlefield, long-range strike capability that are interoperable and combined. Corresponding to this, engagement methods and organizations are being progressively developed. The purpose of this thesis is overview of newly developing Warfare Paradigm and analysis of tendency of Military Transformation that advanced countries are pursuing preparation to this. Above all, specific aspects and contents of the Warfare Paradigm which emerged by information age were summarized. Subsequently, Military Transformation which provides the basic concepts and principles to the advanced countries in the world for the creation of new military capability was discussed. In conclusion, the tendency of Military Transformation by U.S.A, Japan, China, and Russia surround the Korean peninsular as the major power in military was carefully observed.

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