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Linguistic Features Discrimination for Social Issue Risk Classification (사회적 이슈 리스크 유형 분류를 위한 어휘 자질 선별)

  • Oh, Hyo-Jung;Yun, Bo-Hyun;Kim, Chan-Young
    • KIPS Transactions on Software and Data Engineering
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    • v.5 no.11
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    • pp.541-548
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    • 2016
  • The use of social media is already essential as a source of information for listening user's various opinions and monitoring. We define social 'risks' that issues effect negative influences for public opinion in social media. This paper aims to discriminate various linguistic features and reveal their effects for building an automatic classification model of social risks. Expecially we adopt a word embedding technique for representation of linguistic clues in risk sentences. As a preliminary experiment to analyze characteristics of individual features, we revise errors in automatic linguistic analysis. At the result, the most important feature is NE (Named Entity) information and the best condition is when combine basic linguistic features. word embedding, and word clusters within core predicates. Experimental results under the real situation in social bigdata - including linguistic analysis errors - show 92.08% and 85.84% in precision respectively for frequent risk categories set and full test set.

Design and Implementation of the Conversion Rule between XML and MTF Messages (MTF 메시지와 XML간 상호변환 규칙 설계 및 구현)

  • Park, In-Soo;Yoon, Hee-Byung
    • The KIPS Transactions:PartD
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    • v.12D no.5 s.101
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    • pp.781-788
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    • 2005
  • MTF message is the normalized and standardized format which is used in the time when it tries to transmit data to other systems or exchanges needed information in defense message systems. XML can support variety of search functionality and is estimated to be the best way from the view of efficient presentation and exchange in internet based environment, based on advantage which is independent of hardware and software. US army brought in XML-MTF combining with XML based technology, but we do not contain such a MTF system, and necessity of MTF is increasing for combined operation between ROK and US as a lot of C4I system were transferred to Web based systems. In this paper, we make analysis of fundamental structure, organization of paragraph, witting regulation of MTF message. We present the rule of naming element and fundamental mapping rule for transformation of its XML based on it. Also, we prove that MTF message can be transformed to XML document by trying to transforming sample documents to XML document applying presented mapping rule, creating MTF message based on it and implement program which can automatically transform them to XML-MTF.

An Improvement of Fast Handoff Protocol using Modified Local Registration in Mobile Computing Environment (이동 컴퓨팅 환경에서 수정된 지역 위치등록을 이용한 고속 핸드오프 프로토콜 개선)

  • Han, Seung-Jin;Choe, Seong-Yong;Lee, Jeong-Hyeon
    • The KIPS Transactions:PartC
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    • v.9C no.2
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    • pp.267-276
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    • 2002
  • By using wireless terminal, User that want to transmit multimedia traffic as well as simple text and voice have a tendency to increase. This paper proposes a fast handoff protocol that is suitable transmission for real-tim of multimedia traffic by using modified local registration. The proposed protocol solves the Triangle Routing Protocol that is one of existing opened issues without modifying protocol of CN, and we propose the method that MN is able to received a packet by real-time, even if MN is being handoff. We compare fast handoff protocol proposed in this paper with existing method n the registration cost and data packet transmission cost. As a result, we showed that fast handoff protocol proposed in this paper outperforms existing method.

Korean-Japan Medical Culture Exchange through The Choson Delegation in The 18th Century (18세기 조선통신사를 통한 한일의학문화교류)

  • Cha, Wung-Seok
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.20 no.6
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    • pp.1418-1430
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    • 2006
  • In the 18th century, Joseon and Japan corresponded politically and culturally through the Joseon Missionary. During this time, the people in Japan who received the Joseon Missionary left many records of their visits and among them were numerous accounts related to medicine, In the years 2003 and 2004, the Korea Institute of Oriental Medicine gathered records that were dispersed throughout japan, and in 20005, it organized the information and put it up on the web along with the original text. This research is an overall report on the documentary records. It analyzes individual documents and looks into what the mainly interested the joseon and Japanese medical worlds at that time. The documents located up till now are 21 medical dialogue records from the 18th century. Through the process of these medical dialogues, the Joseon medical circle discovered a different side of japanese medicine, and the japanese medical world had a chance to directly receive advanced medical skills. Through these medical dialogues, the two countries also exchanged bountiful information about clinical patients. The japanese scholars showed deep interest in Joseon's ginseng, and asked many questions about practical usages of the contents in the medical documents. It is thought that these medical dialogue records will greatly assist studies on the medical history of this time, because it reveals new research data on Korean medical history and Japanese medical history in the latter half of the Joseon Dynasty that has never been reported in the academia before.

Design and Implementation of Visual/Control Communication Protocol for Home Automated Robot Interaction and Control (홈오토메이션을 위한 영상/로봇제어 시스템의 설계와 구현)

  • Cho, Myung-Ji;Kim, Seong-Whan
    • Journal of Internet Computing and Services
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    • v.10 no.6
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    • pp.27-36
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    • 2009
  • PSTN (public switched telephone network) provides voice communication service, whereas IP network provides data oriented service, and we can use IP network for multimedia transport service (e.g. voice over IP service) with economic price. In this paper, we propose RoIP (robot on IP) service scenario, signaling call flow, and implementation to provide home automation and monitoring service for remote site users. In our scheme, we used a extended SIP (session initiation protocol) for signaling protocol between remote site users and home robots. For our bearer transport control, we implemented H.263 video codec over RTP (real-time transport protocol) and additionally DTMF (dual tone multi-frequency) transport for robot actuator control. We implemented our scheme on home robots and experimented with KTF operator network, and it shows good communication quality (average MOS = 9.15) and flexible robot controls.

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A Study on the Analysis of Intellectual Structure of Korean Veterinary Sciences (국내 수의과학 분야의 지적 구조 분석에 관한 연구)

  • Cho, Hyun-Yang
    • Journal of Information Management
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    • v.43 no.2
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    • pp.43-66
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    • 2012
  • The purpose of this study is to see the intellectual structure in the field of veterinary sciences in Korea, using author profiling analysis(APA), a bibliometric approach. Three journals are selected on the basis of citation data, exchanging most citations with Korean Journal of Veterinary. And then, 50 authors who published most articles at selected journals during the given period of time were chosen. The analysis of similarity and dissimilarity among authors by comparing co-word appearance patterns from article title, abstracts, and keywords was made. Authors can be grouped 11 minor clusters under 4 major clusters, depending on their interests in the area of veterinary sciences in Korea. The subjects for each cluster at the veterinary sciences are decided by the matching the keyword, representing author's research interest. As a result, it is possible to figure out the current research trends and the researcher network in the field of veterinary sciences.

Study on a Model-based Design Technique for Monitoring and Control of a Vehicle Cluster (자동차 클러스터의 감시 및 제어를 위한 모델기반설계 기법 연구)

  • Kim, Dong Hun
    • Journal of the Korean Institute of Intelligent Systems
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    • v.27 no.1
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    • pp.35-41
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    • 2017
  • This paper presents the development of a monitoring and control system for a vehicle cluster using a model-based design technique. For MBD(model-based design), MATLAB GUI(Graphic User Interface), M programs, simulink, state flow, and tool boxes are used to monitor a number of data such as warning, interrupts, and etc. connected to a real vehicle cluster. As a monitoring tool, a PC(Personal Computer) station interworks with the real vehicle cluster through the interface commands of tool boxes. Thus, unlike existing text-based designs, the MBD based vehicle cluster system provides very easy algorithm updates and addition, since it offers a number of blocks and state flow programs for each functional actions. Furthermore, the proposed MBD technique reduces the required time and cost for the development and modification of a vehicle cluster, because of verification and validation of the cluster algorithm on the monitor through a PC.

Disaster Health Literacy of Middle-aged Women

  • Seifi, Bahar;Ghanizadeh, Ghader;Seyedin, Hesam
    • Journal of Menopausal Medicine
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    • v.24 no.3
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    • pp.150-154
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    • 2018
  • As disasters have been increasing in recent years, disaster health literacy is gaining more important for a population such as middle-age women. This is because they face developmental crises (menopause) and situational crisis (disaster). Due to the growing elderly population, it is imperative to seriously consider the issue of aging women's healthcare, and their educational needs relative to emergencies and disasters. The purpose of study was to clarify the importance of disaster health literacy for middle-age women. This study is a review of the literature using PubMed, ScienceDirect, Web of Science, Google Scholar, SCOPUS, OVID, ProQuest, Springer, and Wiley. Data was collected with keywords related to the research topic ("Women's health" OR "Geriatric health") AND ("Health literacy" OR "Disaster health literacy" OR "Disaster prevention literacy" OR "Risk knowledge" OR "Knowledge management") AND ("Disasters" OR "Risk" OR "Crises") in combination with the Boolean-operators OR and AND. We reviewed full text English-language articles published November 2011 November 2017. Additional references were identified from reference lists in targeted publications, review articles and books. This review demonstrated that disaster health literacy is critical for elderly women, because they may suffer from physical and psychological problems triggered by developmental crises such as menopause and situational crises such as disasters. Disaster literacy could enable them to improve resiliency and reduce disaster risk. Education has vital role in health promotion of middle-age women. Policymakers and health managers should be aware of the challenges of elderly women as a vulnerable group in disasters and develop plans to incorporate disaster health literacy for preparedness and prevention in educating this group.

The Identity of Overseas Chinese through the Reconstruction of the Elderly of Overseas Chinese in Korea. (화교노인의 생애사 재구성을 통해 본 화교의 정체성)

  • Kim, Young Sook;Lee, Keun Moo;Yoon, Jae-Young
    • Korean Journal of Social Welfare Studies
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    • v.43 no.1
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    • pp.179-202
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    • 2012
  • This study is a life history study of the elderly of overseas chinese. The aim of study is to explain the acculturation of identity and attitude to korean and the experience of discrimination through of the work of reconstruction of life history. We approached narrative - life history analyze. The life history data were collected by in - depth interview. The authors analysed the text according to Rosenthal(2008). In first stage we recomposed narrative life history and finally we composed experienced life history. The result as follows. The hero of this study have lived wearing korean mask for survival in the land of emergency landing but he lived severely dreaming come home in glory. The life of hero of this study represented forfeit of identity. He couldn't root in korea, Taiwan and China.

Social Issue Analysis Based on Sentiment of Twitter Users (트위터 사용자들의 감성을 이용한 사회적 이슈 분석)

  • Kim, Hannah;Jeong, Young-Seob
    • Journal of Convergence for Information Technology
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    • v.9 no.11
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    • pp.81-91
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    • 2019
  • Recently, social network service (SNS) is actively used by public. Among them, Twitter has a lot of tweets including sentiment and it is convenient to collect data through open Aplication Programming Interface (API). In this paper, we analyze social issues and suggest the possibility of using them in marketing through sentimental information of users. In this paper, we collect twitter text about social issues and classify as positive or negative by sentiment classifier to provide qualitative analysis. We provide a quantitative analysis by analyzing the correlation between the number of like and retweet of each tweet. As a result of the qualitative analysis, we suggest solutions to attract the interest of the public or consumers. As a result of the quantitative analysis, we conclude that the positive tweet should be brief to attract the users' attention on the Twitter. As future work, we will continue to analyze various social issues.