• Title/Summary/Keyword: Bi-directional Information

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Sentiment Analysis of Korean Sentences using a Neural Network Model (신경망 모델을 활용한 한국어 감성분석)

  • Kim, Dong-Hyeon;Kim, Tae-Yeong;Kim, Hyo-Jeong;Moon, Yoo-Jin
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2022.01a
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    • pp.7-8
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    • 2022
  • 본 연구에서는 한국어 SNS 대화에서 나타나는 문장들의 감성을 분석하고자 신경망 모델을 활용하여 시스템을 구축하였다. 현재 해외 SNS 감성분석에 대한 연구는 많이 진행된 상황이지만, 한국어 범용 대화에 대해 적절한 모델이 무엇인지는 연구가 부족한 실정이었다. 따라서 한국어 대화에 적합한 모델을 채택해 보다 정확한 감성분석을 수행하였다. 이를 위해 한국어 SNS 대화 데이터에 대해 신경망 모델을 적용하여, 82% 성공률로 기존 모델 72% 성공률보다 훨씬 더 우수한 성능을 보였다. 또한 본 연구의 결과는 악플 추적 등 실용적인 분야에도 기여할 수 있다고 사료된다.

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3-D Beam Steering Antenna for Intelligent Beam-reconfigurable System (지능형 빔 재구성 시스템을 위한 3-D 빔 조향 안테나)

  • Lee, Chang Yong;Kim, Yong-Jin;Jung, Chang Won
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.10
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    • pp.4773-4779
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    • 2012
  • In this paper we propose two types of reconfigurable 3-D beam steering antenna for intelligent or smart antenna system. Proposed antennas are composed of triangular(structure1.) or circuler(structure2.) loop structure and bended dipole antenna structure. This antenna can steer beam pattern of 6 direction at xy-plane state (0, 1, 2) and xz-plane state (3, 4, 5) by 4 switch motion with one antenna element. Antenna structure1. is symmetric equilibrium structures based on feeding point. There is no grounding point. As a result, designed antenna's gain is similar to dipole antenna. Also, As unbalanced structure by using CPWG in the form of a semicircular, structure2. is enhanced directivity. The operation frequency of antenna are 2.5 GHz(Structure1.) and 2.55 GHz(Structure2.), maximum gain is 1.04 ~ 2.06 dBi(Structure1. : Omni-directional beam), 1.6 ~ 4 dBi(structure2. : Directional beam). The overall HPBW is about over $160^{\circ}$ in the both of the xy-plane and xz-plane at structure1. and over $125^{\circ}$ at structure2.

A Movement Instruction System Using Virtual Environment

  • Hatayama, Junichi;Murakoshi, Hideki;Yamaguchi, Toru
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2003.09a
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    • pp.70-73
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    • 2003
  • This paper proposes a movement instruction system using virtual environment. This system consists of a monitor, cameras, ana a PC. A learner is coached by a virtual instructor that is displayed in virtual environment as 3 dimensional computer graphics on the monitor. Virtual instructor shows sample movement and suggests mistakes of learner's movement by recognizing movement of learner's movement from the picture that cameras capture. To improve the robust characteristic of information from cameras, the system enables to select optimum inputs from cameras based on learner's movement It implemented by Fuzzy associative inference system Fuzzy associative inference system is implemented by bi-directional associative memory and fuzzy rules. It is suitable to convert obscure information into clear. We implement and evaluate the movement instruction system

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Analysis of Factors which Influence Consumers' Purchase Intentions in Electronic Commerce Market (전자상거래 기업의 성공을 위한 소비자 구매의도 영향요인 분석)

  • Kim, Sung-Eon;Nah, Sun-Young
    • Asia pacific journal of information systems
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    • v.10 no.3
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    • pp.61-77
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    • 2000
  • World Wide Web(Web) supports bi-directional communication between corporations and consumers. In the year of Electronic Commerce, close relationships with consumers are more emphasized for corporations. Nowadays, corporations compete with corporations which are located in whole world through the media called Internet. In this competitive environment, to attract consumers' attentions, it is required to develope corporations' Web sites in the way to stimulate consumers' purchase intentions. To verify the elements needed to stimulate consumers' purchase intentions factors which influence consumers' purchase intentions were analyzed. Adaptation, shopping convenience and assurance-reliability were found to be positive factors for consumers' purchase intentions. It was also found that consumers' purchase intentions in electronic commerce market are influenced by previous shopping experiences. Consumers who have previous shopping experiences are mainly influenced by good delivery systems and shopping environments while who have no experiences are influenced by consumers' risks such as performance risk and personal and privacy risk when they intend to purchase products or services.

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DC Platform Design for Home Application (가정용 직류 플랫폼 설계)

  • Han, Snag-Soo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.15 no.9
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    • pp.1979-1984
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    • 2011
  • This paper proposes the green platform of implementing the DC system in a house. The architecture is designed to be the platform that merges modern loads, energy sources and bidirectional devices. Converting all voltage levels and systems into DC and supplying directly to the load improves efficiency of the system. We propose the implementation steps that can be done by modifying current technologies.

Recognition of Identifiers from Shipping Container Image by Using Fuzzy Binarization and ART2-based RBF Network

  • Kim, Kwang-Baek
    • Journal of Intelligence and Information Systems
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    • v.9 no.2
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    • pp.1-18
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    • 2003
  • The automatic recognition of transport containers using image processing is very hard because of the irregular size and position of identifiers, diverse colors of background and identifiers, and the impaired shapes of identifiers caused by container damages and the bent surface of container, etc. We proposed and evaluated the novel recognition algorithm of container identifiers that overcomes effectively the hardness and recognizes identifiers from container images captured in the various environments. The proposed algorithm, first, extracts the area including only all identifiers from container images by using CANNY masking and bi-directional histogram method. The extracted identifier area is binarized by the fuzzy binarization method newly proposed in this paper and by applying contour tracking method to the binarized area, container identifiers which are targets of recognition are extracted. We proposed and applied the ART2-based RBF network for recognition of container identifiers. The results of experiment for performance evaluation on the real container images showed that the proposed algorithm has more improved performance in the extraction and recognition of container identifiers than the previous algorithms.

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Bi-directional Screen Sharing System for Smart Education (스크린 공유기반 양방향 수업진행 시스템)

  • Kim, Chang-Hoon;Kim, Dong-Whee;Kim, Tae-Cheol;Kim, Kyoo-Hyuk
    • Proceedings of the Korea Multimedia Society Conference
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    • 2012.05a
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    • pp.183-186
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    • 2012
  • 최근 IT기술의 급속한 성장으로 교육에 IT기술을 적용하여 교육의 효율성으로 높이려는 시도가 활발히 진행되고 있다. 이러한 시도는 스마트 교육이라는 새로운 학문 분야를 만들었으며, 상호작용기반 멀티미디어 교육은 스마트 교육에서 가장 중요한 부분 중 하나로 인식되고 있다. 본 논문에서는 스마트 교육의 효율성을 높이기 위한 스크린 공유기반 양방향 교육시스템을 제안하며, 시스템은 고속 영상처리부, 다자간 영상송수신처리시스템, 전용 H/W로 구성된다. 제안하는 시스템은 전용 H/W로 인해 추가적인 비용을 요구하지만, 원활한 수업 진행이 어려운 기존 S/W기반 시스템에 비해 실시간 수업 진행이 가능하다.

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Design of Reliable Bi-directional Multicast Transfer Protocol (안정된 양방향 멀티캐스트 전송 프로토콜의 설계)

  • Kim, Eun-Gi;Na, Guen-Sik
    • The Transactions of the Korea Information Processing Society
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    • v.5 no.7
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    • pp.1839-1846
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    • 1998
  • 본 논문은 안정된 멀티캐스트 데이터 전송 프로토콜의 설계에 관한 연구이다. 그룹에 가입한 모든 노드는 하나의 멀티캐스트 링크를 통하여 데이터를 송신 및 수신을 할 수 있다. 전체 그룹은 몇 개의 부그룹으로 구성되며, 각 부그룹에는 자신의 멤버들에게 안정된 데이터 전송을 지원하는 DN 노드가 존재한다. 사용자는 기존의 그룹 멤버에 영향을 미치지 않고 간단한 과정을 통하여 그룹에 가입 및 탈퇴를 할 수 있다. 본 논문에서 연구된 MM-RMTP 프로토콜은 멀티캐스트 그룹 멤버들을 연결하는 링크의 재 구성이 간단하며, 멀티캐스트 기능을 지원하는 라우터를 필요로 하지 않는다. 또한, 많은 송신 노드의 존재로 인하여 발생할 수 있는 ACK 급격 증가 문제가 발생하지 않는 장점을 갖는다.

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Backward Quadtree Disparity Estimation for Efficient Multi-view Image Coder (효율적인 다시점 영상 부호화기를 위한 역방향 사진트리 변이 추정)

  • 최승철;김용태;손광훈
    • Proceedings of the IEEK Conference
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    • 2003.07e
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    • pp.1911-1914
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    • 2003
  • This paper proposes efficient system for multiview images using backward quadtree disparity estimation. Previous quadtree method usually divides current image. In this work, backward quadtree divides reference image. So, it does not need to code quadtree data. For backward quadtree, quadtree information map is generated. By using this map, adaptive dividing is possible. And, conventional bi-directional matching method is used with backward quadtree. These methods increase subject and object quality of decoded test images. For multiview images, panorama synthesizing method was used. Panorama image and right-most image are used for reference image for intermediate view images coding.

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A Novel Compact CPW-fed Antenna with Multi-resonance Mode

  • Choi, Hyo-Sub;Ko, Jae-Jin;Lee, Chul-Dong
    • Journal of information and communication convergence engineering
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    • v.8 no.6
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    • pp.635-639
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    • 2010
  • A multi-resonance antenna for wireless communications is reported. By using double inverted-L strips, the antenna demonstrated compact size (15 mm ${\times}$ 14 mm) including the ground, multi-band operation for IEEE 802.11 a/b/g/p applications, and wide bandwidth of 1.7 GHz at 5 GHz band. Good radiation features of omni-directional patterns and 1.98 and 2.29 dBi peak antenna gains for the lower and upper bands, respectively, have been achieved.