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Design and Implementation of Potential Advertisement Keyword Extraction System Using SNS (SNS를 이용한 잠재적 광고 키워드 추출 시스템 설계 및 구현)

  • Seo, Hyun-Gon;Park, Hee-Wan
    • Journal of the Korea Convergence Society
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    • v.9 no.7
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    • pp.17-24
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    • 2018
  • One of the major issues in big data processing is extracting keywords from internet and using them to process the necessary information. Most of the proposed keyword extraction algorithms extract keywords using search function of a large portal site. In addition, these methods extract keywords based on already posted or created documents or fixed contents. In this paper, we propose a KAES(Keyword Advertisement Extraction System) system that helps the potential shopping keyword marketing to extract issue keywords and related keywords based on dynamic instant messages such as various issues, interests, comments posted on SNS. The KAES system makes a list of specific accounts to extract keywords and related keywords that have most frequency in the SNS.

Improving Science Teaching and Learning for New Teachers and Diverse Learners Using Participatory Action Research and Cogenerative Dialogue (공동생성적 대화와 현장연구를 통한 초임교사와 다양한 학습자의 과학 교수학습 증진)

  • Park, Changmi;Martin, Sonya N.
    • Journal of The Korean Association For Science Education
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    • v.38 no.2
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    • pp.97-112
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    • 2018
  • Conducted within the methodological framework of action research, this study examines the ways in which a beginning science teacher in a Korean elementary classroom engaged in collaborative research with her own students to resolve problems preventing effective science teaching and learning. Specifically, this study uses cogenerative dialogue between teachers and students to develop new teachers' knowledge of how to manage the classroom to be able to more effectively implement inquiry instructional strategies and knowledge of students as learners. Findings from this research suggest that by involving students in cogenerative dialogues, beginning teachers are provided with valuable insights into how elementary students think about school, science, and teaching and learning, which can help expand a beginning teacher's capacity to be an effective science teacher of science for all learners, especially diverse learners. These findings suggest that teacher education programs could better support beginning teachers by placing greater emphasis on how to conduct action research, including how to implement cogenerative dialogues to catalyze positive changes in their own classrooms. We conclude by discussing the important implications this research has for supporting new teachers struggle to effectively teach science and who would benefit from using strategies to foster improved relationships with their students and improved understanding about the challenges faced by diverse learners in their classroom.

Stereoscopic Video Services for Terrestrial DMB (지상파 DMB를 위한 스테레오스코픽 영상 서비스)

  • Kim, Yong-Han
    • Journal of Broadcast Engineering
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    • v.14 no.1
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    • pp.85-88
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    • 2009
  • Recently "DMB Video-Associated Stereoscopic Data Services" standard has been published by TTA. The standard enables DMB broadcasters to provide 3D or stereoscopic interactive data services based on MPEG-4 BIFS (Binary Format for Scenes). The purpose is to entice viewers to utilize DMB interactive data services more often by providing realistic and protrusive image objects overlaid on top of the main video in the background. This paper provides the background, technical analysis, and in-depth considerations for the standard. Also the results of standard verification are provided including the results of interoperability test with the existing terrestrial DMB receivers.

Implementation of an Efficient Voice Transmission System in Bluetooth Network Rnvironments (블루투스 네트워크 환경에서의 효율적인 음성전송 시스템 구현)

  • Kim, Myung-Jong;Park, Ji-Hun;Kim, Hong-Kook
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2008.02a
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    • pp.125-128
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    • 2008
  • IPTV의 상용화에 맞추어 사용자와 TV간의 정보 교환에 의한 대화형 서비스들이 제공되고 있으며, 특히 음성인식 기술은 이러한 서비스를 실현하기 위한 중요한 기술 중의 하나로 대두되고 있다. TV에서의 음성인식 수행을 위해서는 가정환경과 같은 제한된 공간에서 효율적으로 사용자의 음성을 TV에 전송할 수 있는 근거리 무선통신 수단이 필요하게 된다. 특히, 리모트 컨트롤러와 같은 저전력 시스템 환경에서 구현이 가능해야 한다. 따라서 이러한 제한된 조건에서 최적의 성능을 갖는 음성 전송 시스템 개발이 요구되고 있다. 본 논문에서는 블루투스 환경 하에서 음성인식을 위해 필요한 음성전송 시스템을 실시간 구현한다. 효율적인 음성전송을 위해 G.711을 기본 코덱으로 사용하며, 음성전송 시 발생하는 패킷손실에 따른 음성 품질 저하를 줄이기 위해 G.711 패킷손실 은닉 알고리즘을 음성전송 시스템에 적용한다. 특히 G.711 패킷 손실 은닉 알고리즘 수행을 위해 블루투스 프로토콜 스택application layer에 RTP 프로토콜을 적용하여 패킷 손실 여부를 확인하고, 패킷 손실 발생 시 패킷손실 은닉 알고리즘을 통해 음성의 품질 저하를 줄인다. 구현된 시스템의 성능을 평가한 결과, G.711 패킷 손실 알고리즘을 적용하여 2~10%의 패킷손실 환경에서 14.7%의 음질개선을 얻을 수 있었다.

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Story Structure & Media Traits of Japanese Comic Book -focusing on Shinyashokudo- (일본만화의 이야기구조와 미디어적 속성 -<심야식당>을 중심으로-)

  • Hong, Kyung-Soo
    • The Journal of the Korea Contents Association
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    • v.10 no.11
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    • pp.162-168
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    • 2010
  • Comic book has a different story structure from western movies, i.e. New Character->reaction->food->master mediation->effect of food->disappearance ->conclusion. Comic book is full of media traits. The master is like a shaman, who console people with food of memory. Food also is a media, which carries message of memory instead of savor itself. Restaurant is a media, in which many events occur and rhetoric of rumor pervade. Foods of memory massage our feeling sense, like a media. In conclusion, comic book has a analogous role to that of Marshal Mcluhan's Media theory.

ETRI small-sized dialog style TTS system (ETRI 소용량 대화체 음성합성시스템)

  • Kim, Jong-Jin;Kim, Jeong-Se;Kim, Sang-Hun;Park, Jun;Lee, Yun-Keun;Hahn, Min-Soo
    • Proceedings of the KSPS conference
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    • 2007.05a
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    • pp.217-220
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    • 2007
  • This study outlines a small-sized dialog style ETRI Korean TTS system which applies a HMM based speech synthesis techniques. In order to build the VoiceFont, dialog-style 500 sentences were used in training HMM. And the context information about phonemes, syllables, words, phrases and sentence were extracted fully automatically to build context-dependent HMM. In training the acoustic model, acoustic features such as Mel-cepstrums, logF0 and its delta, delta-delta were used. The size of the VoiceFont which was built through the training is 0.93Mb. The developed HMM-based TTS system were installed on the ARM720T processor which operates 60MHz clocks/second. To reduce computation time, the MLSA inverse filtering module is implemented with Assembly language. The speed of the fully implemented system is the 1.73 times faster than real time.

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Development of 60 GHz Band Transceiver System for Multimedia Contents Transmission (멀티미디어 콘텐츠 전송용 60 GHz대 송수신 시스템 개발)

  • Cho, Jine-Yeon;Kim, Chang-Il;Kim, Nam-Soo
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.15 no.2
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    • pp.57-63
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    • 2015
  • There are increasing demands for the transmission of high speed and non-compressed video informations. The video data usually compressed before transmission for reducing the data. And the received data uncompressed at a receiver, consequently the processing delay is unavoided. In this paper, we implement a 60 GHz band wireless transmission system for real time multimedia contents transmission, and successfully transmit the full HD class uncompressed video information at 4 Gbps with 20 m apart. Hence the non-compressed video data from a remote camera or a smart phone can be transmitted and displayed in a large screen in real time via the developed transceiver system.

Design of a Sentiment Analysis System to Prevent School Violence and Student's Suicide (학교폭력과 자살사고를 예방하기 위한 감성분석 시스템의 설계)

  • Kim, YoungTaek
    • The Journal of Korean Association of Computer Education
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    • v.17 no.6
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    • pp.115-122
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    • 2014
  • One of the problems with current youth generations is increasing rate of violence and suicide in their school lives, and this study aims at the design of a sentiment analysis system to prevent suicide by uising big data process. The main issues of the design are economical implementation, easy and fast processing for the users, so, the open source Hadoop system with MapReduce algorithm is used on the HDFS(Hadoop Distributed File System) for the experimentation. This study uses word count method to do the sentiment analysis with informal data on some sns communications concerning a kinds of violent words, in terms of text mining to avoid some expensive and complex statistical analysis methods.

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Development of Interactive Hologram Education System based on Speech Recognition - Live Map (음성인식 기반 대화형 홀로그램 교육 시스템의 개발 및 평가에 관한 연구 - 라이브맵(Live Map))

  • Kwon, Chongsan;Lee, Dong-Heon;Moon, Mikyeong
    • Journal of Industrial Convergence
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    • v.17 no.4
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    • pp.69-75
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    • 2019
  • In this study, we developed a world map learning system for elementary education that uses Google Cloud platform STT, Dialog Flow, and fan holograms to recognize the voices of learners and to show and explain three-dimensional images of suitable results as holograms. As a result of the experiments and interviews, it is expected to be helpful for improving the learning effect by inducing students' interest and immersion and is expected to be effectively used for collaborative learning and education for students with disabilities.

Study of the Indoor Noise Limit for Naval Vessels Considering the Satisfaction of the Crew (승조원의 만족도를 고려한 함정의 함내소음 기준 분석)

  • Han, Hyung-Suk;Park, Mi-Yoo;Cho, Heung-Gi
    • Journal of the Society of Naval Architects of Korea
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    • v.47 no.4
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    • pp.589-597
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    • 2010
  • The indoor noise of the naval vessel is very important considering hearing protection, improvement of working environment and easily communication between crews. When the environment of the naval vessel suffering from the noise is considered, it is very important to be quiet in the living area where the crews have a rest sufficiently. In addition, the noise of the working area should be reduced in order to increase working efficiency. Therefore, in this research, the satisfactions about the indoor noise are survey for crews working in a naval vessel. Through this survey, the relationship between the indoor noise and crew's satisfaction about it can be found. As a result, the limit of sound pressure level which almost all crew can be satisfied with the indoor noise about their living and working area is suggested base on the survey in this research.