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Summarization of Korean Dialogues through Dialogue Restructuring (대화문 재구조화를 통한 한국어 대화문 요약)

  • Eun Hee Kim;Myung Jin Lim;Ju Hyun Shin
    • Smart Media Journal
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    • v.12 no.11
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    • pp.77-85
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    • 2023
  • After COVID-19, communication through online platforms has increased, leading to an accumulation of massive amounts of conversational text data. With the growing importance of summarizing this text data to extract meaningful information, there has been active research on deep learning-based abstractive summarization. However, conversational data, compared to structured texts like news articles, often contains missing or transformed information, necessitating consideration from multiple perspectives due to its unique characteristics. In particular, vocabulary omissions and unrelated expressions in the conversation can hinder effective summarization. Therefore, in this study, we restructured by considering the characteristics of Korean conversational data, fine-tuning a pre-trained text summarization model based on KoBART, and improved conversation data summary perfomance through a refining operation to remove redundant elements from the summary. By restructuring the sentences based on the order of utterances and extracting a central speaker, we combined methods to restructure the conversation around them. As a result, there was about a 4 point improvement in the Rouge-1 score. This study has demonstrated the significance of our conversation restructuring approach, which considers the characteristics of dialogue, in enhancing Korean conversation summarization performance.

Accidents research Ⅰ for the college students in their Dental Laboratory Technology-major classes (치기공과 실습 중 안전사고 실태 조사 Ⅰ)

  • Park, Jong-Hee
    • Journal of Technologic Dentistry
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    • v.27 no.1
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    • pp.115-129
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    • 2005
  • The purpose of this study was to identify injury characteristics happened in the college dental laboratory technique classes and to provide the empirical accident findings for safety education development for the college dental technology classes. The research data were collected from a self-administered survey distributed to the conveniently selected college students. The study participants were 476 freshmen, sophomore and junior students whose major was the dental laboratory technology of the 4 colleges in 2 metropolitan cities and 2 medium-size cities. All collected survey responses were encoded and analyzed in SPSS 12.0. The findings were as follows. The accidents happened to the college students during the dental laboratory technology classes: 1. The accident rate was the highest in the sophomore and the freshmen, junior in order. 2. The body parts frequently injured were hands, face, eyes, arms, and legs in order. 3. The frequent injury types were cut, burnt, stuck, wound, and suffocated in order. 4. The treatment methods for their accidents were the simple first-aids, no treatment, and the emergency room visits in order. 5. The laboratory training conditions inducing the accidents were significantly frequent under wire-related, and wax-related, iron-related, alcohol-related jobs in order, but not frequent in investing material-related, porcelain-related, resin-related, and agar-related jobs. Polishing was the most accident-prone job explaining 63% of the laboratory accidents and then, model producing, wax patterning, casting, burning, and investing jobs in order. In summary, the college dental laboratory accidents had the certain patterns by the training level and by the material or machine involved in each class. Thus, the planned and organized safety education programs should be produced and investigated for college students before their major laboratory classes.

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Thermographic Defects Evaluation of Railway Composite Bogie (적외선열화상을 이용한 복합소재대차의 결함평가)

  • Kim, Jeong-Guk;Kwon, Sung-Tae;Kim, Jung-Seok;Yoon, Hyuk-Jin
    • Proceedings of the KSR Conference
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    • 2011.05a
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    • pp.548-553
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    • 2011
  • The lock-in thermography was employed to evaluate the defects in railway bogies. Prior to the actual application on railway bogies, in order to assess the detectability of known flaws, the calibration reference panel was prepared with various dimensions of artificial flaws. The panel was composed of polymer matrix composites, which were the same material with actual bogies. Through lock-in thermography evaluation, the optimal frequency of heat source was determined for the best flaw detection. Based on the defects information, the actual defect assessments on railway bogie were conducted with different types of railway bogies, which were used for the current operation. In summary, it was found that the novel infrared thermography technique could be an effective way for the inspection and the detection of surface defects on bogies since the infrared thermography method provided rapid and non-contact investigation of railway bogies.

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A Study on the future application of a small house (미래형 소형주택의 적용성에 관한 연구)

  • Kwon, Yoon-Ji;Kang, Soon-Joo
    • Proceeding of Spring/Autumn Annual Conference of KHA
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    • 2009.11a
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    • pp.174-179
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    • 2009
  • In this study, small domestic level to examine the development of housing product in terms residential environmental was to determine the spatial plan. And the purpose of this study is to provide a guideline for the lifestyle in small housing. The summary of the result is as follows: 1) Domestic supply and environmental issues in a small housing that drives many are residential. 2) Case of Japan, according to the look she saw a residential environmental assessment items, most services and facilities for the convenience and safety that were. 3)Sustainable development of small houses in order to make various layers sohwahae the development of housing types is needed.

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Government-Nonprofit Service Delivery from Resource Dependence Theory: Revising with System Dynamics

  • Cho, Sung-Sook
    • Korean System Dynamics Review
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    • v.8 no.1
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    • pp.5-24
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    • 2007
  • This study explores the partnership between government and human service nonprofits in the United States from the perspective of resource dependence theory and extends the theory with system dynamics in order to better explain government-nonprofit service delivery. The article is structured as follows. First, I introduce the historical development of the government-nonprofit partnership in service delivery in the United States. Second, I present an overview of resource dependence theory for government-nonprofit service delivery, including assumptions, key elements, claims, how well it explains the government-nonprofit service delivery, and limitations. Third, I highlight the advantages of system dynamics along with the limitations of resource dependence theory, as an attempt to revise the theory. Finally, I conclude with a summary and suggestions for the next steps in theoretical development and research.

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A study of reference services for young adult (청소년들을 위한 도서관봉사의 일고찰)

  • 손연옥
    • Journal of Korean Library and Information Science Society
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    • v.10
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    • pp.59-94
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    • 1983
  • Through the close examination of characteristics of adolescent, social institutions and its programs, and newly added and expanded library reference services. it is founded that new role and qualifications of young adult reference librarians are prerequisite subject. The following are the summary of new role and qualifications of specialized young adult reference librarianship. 1. Adequate training and education for the YA librarians is needed in order to have understanding of their characteristics (physiology, psychology, personality etc.). 2. Because of librarian's unique exposure to human relations and their personal awareness of other people's need, YA librarian should bring a person-centered managerial technique. 3. Librarianship may not have a clinical counseling function but to provide right answer or information, the librarian become counselor inescapably. 4. Librarians are not professionally trained to be experts on counseling in sex education. However, librarians can play an important role in educating YA by committing book selection, reader's advisory, referral services, library programming and staff development planning.

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Study on the Development of Load Shedding Scheme for Improving Voltage Stability of Seoul Metropolitan Area using Synchro-phasor Data (Synchro-Phasor 데이터를 이용한 수도권 전압 안정화 제어 스킴 개발에 관한 연구)

  • Shin, Jeong-Hoon;Nam, Su-Chul;Baek, Seung-Mook;Lee, Jae-Gul;Moon, Seung-Pil;Kim, Tae-Kyun
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.59 no.9
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    • pp.1530-1539
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    • 2010
  • Recent technology advancement related to computer & communication and measuring devices allows system operators to adopt more intelligent monitoring and control systems to their power systems in order to prevent massive system blackout. Among them, wide-area monitoring and control(WAMAC) system based on synchro-phasor technology has been widely applied to power systems for their own purposes. In this paper, the study on the development of load shedding scheme to improve voltage stability in KEPCO system is introduced. Summary of WAMAC technology being developed and applied in the world through extensive literature survey is proposed. And methodology to develop voltage stability index and multi-step load shedding scheme based on synchro-phasor data is also presented.

Teachers' Cognitions about the Primary Science Textbooks(Experiment and Observation) and It's Improvement in Science Classes (과학수업에서 실험관찰 교과서에 대한 교사들의 인식과 활용 방안)

  • Kwon, Chi-Soon;Jung, Eun-Suk
    • Journal of the Korean Society of Earth Science Education
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    • v.4 no.1
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    • pp.12-19
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    • 2011
  • This study aimed to analyze the teachers' cognitions about the primary science textbooks(experiment and observation) used in elementary schools. This study surveyed 211 teachers in Seoul and Gyeonggi province. The data were statistically analyzed by SPSS WIN 10.0. The results of this study are as follows : Most of the teachers showed positive opinions on the directions of the compilation of experiment and observation textbook. Teachers used experiment and observation textbook as summary notes, experiment reports and evaluating methods. The experiment and observation textbooks should be compiled and reorganized in order as follows : Lesson introduction, inquiry activities, and intensive and supplementary activities which are followed by space of description in experiment and observation textbook.

Technical Overview of UIC CODE on Speed for Speed Improvement of Conventional Korean Lines (기존선 속도향상을 위한 UIC CODE 속도규정의 기술적 검토)

  • Kim Jeongguk;Chung Jong-Duk;Kim Jin-Hwan;Hong Yong-Ki;Kim Weon-Kyung;Pyun Jang-Sik
    • Proceedings of the KSR Conference
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    • 2004.06a
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    • pp.262-268
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    • 2004
  • In order to improve the speed of conventional Korean lines, the amendment of speed related regulations is required as the introduction of Korean tilting train. Therefore, an extensive review of UIC leaflets on speed was performed in the areas of tilting train, rolling stocks, operation, civil infrastructures, etc. The review was mainly achieved through the overview of parameters directly related with speed of railway. Moreover, a summary of UIC leaflets on speed and tilting train was provided for a better understanding of speed related UIC CODE. Through the technical overview of UIC CODE, necessary information on the amendment of current Korean speed regulations could be provided.

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A study on clinical evaluation method of nursing student in nursing management practice (간호관리실습 평가방법에 관한 연구)

  • 박성애;이병숙
    • Journal of Korean Academy of Nursing
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    • v.14 no.2
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    • pp.5-11
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    • 1984
  • The main purpose of this study were; to determine the reliability and validity of evaluation tool administered to the nursing student in nursing management practice,;to identify the effective evaluation method of nursing student in nursing management practice. The subjects were 46 senior nursing students at Department of Nursing, College of Medicine, Seoul National University in 1983. The evaluation tool was analyzed according to evaluation method; self-evaluation. and head nurse evaluation. Also individual item of evaluation tool was analyzed by item analysis in order to determine the evaluation area, and appropriateness of the test item used. A Summary of the results is as follows; 1. The reliability and validity of evaluation tool were relatively high both in self-evaluation and head nurse evaluation. 2. In comparison of mean scores, there is no significant difference between head nurse evaluation and self-evaluation. 3. The nursing management activities which have the correlation of self-evaluation and head nurse evaluation were in the activity of interpersonal relation, independent activity and implementing nursing process. In general nursing practice and unit management activity, there was no correlation of self-evaluation and head nurse evaluation.

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