• Annual Conference on Human and Language Technology
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• 2019.10a
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• pp.241-245
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• 2019

문서 요약, 키프레이즈 추출과 패러프레이징은 인간이, 혹은 기계가 문서를 보다 원활히 이해하는 데에 도움을 주는 방법론들이다. 우리는 본 연구에서 질문/요구 등의 지시성 발화를 대상으로, 핵심 내용을 추출하는 간단한 방법론을 통해 한국어 병렬 코퍼스를 구축한다. 또한, 우리는 인적 자원을 활용한 효율적인 데이터 증강 전략을 통해 부족하거나 필수적인 유형의 발화의 양을 보강하고, 약 5만 쌍 크기의 코퍼스를 제작하여 이를 공개한다.

• Annual Conference on Human and Language Technology
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• 2023.10a
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• pp.269-274
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• 2023

질의응답 (Question Answering)은 주어진 질문을 이해하여 그에 맞는 답변을 생성하는 자연어 처리 분야의 핵심적인 기계 독해 작업이다. 현재 대다수의 자연어 이해 작업은 사전학습 언어 모델에 미세 조정 (finetuning)하는 방식으로 학습되고, 질의응답 역시 이러한 방법으로 진행된다. 하지만 미세 조정을 통한 전이학습은 사전학습 모델의 크기가 커질수록 전이학습이 잘 이루어지지 않는다는 단점이 있다. 게다가 많은 양의 파라미터를 갱신한 후 새로운 가중치들을 저장하여야 한다는 용량의 부담이 존재한다. 본 연구는 최근 대두되는 deep prompt tuning 방법론을 한국어 추출형 질의응답에 적용하여, 미세 조정에 비해 학습시간을 단축시키고 적은 양의 파라미터를 활용하여 성능을 개선했다. 또한 한국어 추출형 질의응답에 최적의 prompt 길이를 최적화하였으며 오류 분석을 통한 정성적인 평가로 deep prompt tuning이 모델 예측에 미치는 영향을 조사하였다.

• The Mathematical Education
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• v.59 no.3
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• pp.271-294
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• 2020

The purpose of this study was to explore the possibility of digital simulation by which pre-service teachers (PSTs) can approximate the core teaching practice of eliciting student thinking. This study examined PSTs' questions to elicit student thinking, their use of "pause" session and peer feedback, and their reflections on doing a digital simulation. We analyzed a two-hour digital simulation session with 13 PSTs who enrolled in the elementary mathematics methods course. The results showed that PSTs shifted their general questions to more content-specific questions throughout the simulation and made a quick transition to comparing students' strategies. The number of lead PST-initiated "pause" ranged one to four times for various reasons. Their peer-coaches did not voluntarily "pause" the simulation session but actively shared what they noticed from the student work samples and suggested the next teaching moves. Without utilizing the pause session, the dramatic improvement of questioning was not observed. Even though the PSTs felt overwhelmed with interacting with the student-avatars in real-time, they highlighted the benefits of simulations, appreciated the opportunity to learn the core teaching practice, and viewed this digital simulation as "real" and "authentic" experience. The findings of this study provide implications for re-designing a practice-based teacher education program.

• The Korean Journal of Applied Statistics
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• v.34 no.2
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• pp.191-204
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• 2021

Visual Question Answering (VQA) and image captioning are tasks that require understanding of the features of images and linguistic features of text. Therefore, co-attention may be the key to both tasks, which can connect image and text. In this paper, we propose a model to achieve high performance for VQA by image caption generated using a pretrained standard transformer model based on MSCOCO dataset. Captions unrelated to the question can rather interfere with answering, so some captions similar to the question were selected to use based on a similarity to the question. In addition, stopwords in the caption could not affect or interfere with answering, so the experiment was conducted after removing stopwords. Experiments were conducted on VQA-v2 data to compare the proposed model with the deep modular co-attention network (MCAN) model, which showed good performance by using co-attention between images and text. As a result, the proposed model outperformed the MCAN model.

• The Journal of the Korea Contents Association
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• v.22 no.10
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• pp.676-690
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• 2022

The present study aims to explore how fallacies, arguments that seem valid but are not, appear in 2022 South Korean presidential debates. It qualitatively analyzes the candidates' remarks in the first and last presidential debates (240 minutes) using 20 formal and informal fallacy concepts as a theoretical framework. Results show that the three candidates used 23 informal fallacies from 15 categories, including the straw man, red herring, begging the question, complex question, hasty generalization, appeal to the masses, and you too. The candidates relied on fallacies to defend their image and electoral agenda from adversary attacks and to contaminate their opponent's image and agenda. The arguers, who struggled with tough questions, frequently made fallacies as pseudo-arguments to avoid the situation without lying and violating election laws. This study indicates that the fallacy system can be a framework for analyzing crucial political content. Moreover, it warns against the abuse of fallacies in TV debates.

• 한국벤처창업학회:학술대회논문집
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• 2022.04a
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• pp.205-210
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• 2022

오늘날 많은 선진국들이 창업국가를 표방하고 있다. 실제로 많은 연구들은 창업 생태계의 역동성이 국가 경쟁력 향상으로 이어지고 있음을 뒷받침하고 있다. 이에 각국 정부들은 스타트업을 새로운 미래 성장 동력으로 인식하고, 능력 있는 창업가와 스타트업을 자국으로 유치하기 위해 힘쓰고 있다. 본 연구는 창업자들의 글로벌 창업이주(Startup migration)현상과 지역적 창업 생태계의 등장에 주목하여, 그들의 이주요인을 알아보고자 한다. 창업 생태계 관련 선행연구에 따르면 창업자들은 개인적 동기 혹은 가용 자원이 풍부한 환경을 찾아서 국경을 넘는다. 창업이주는 국내 스타트업의 해외 진출을 의미하는 아웃바운드(Outbound)와 해외 스타트업의 국내 창업 허브에 유치하는 인바운드(Inbound)가 있는데, 본 연구는 비교적 선행연구가 적은 인바운드 창업이주(Inbound startup migration)를 중심으로 진행하고자 한다. 본 연구는 선행연구, 선행연구 기반의 질문지 작성, 설문 조사의 단계로 구성되어 있다. 우선 글로벌 창업 생태계를 비교 분석 및 평가한 선행연구를 살펴보고, 글로벌 창업 이주에 영향을 미치는 요인들을 찾아낼 것이다. 이후 전문가 인터뷰를 통해 앞에서 발견한 요인들을 인바운드 창업이주 관점에서 재정리하고 각 요인별로 질문을 추가하여, 설문지를 구성할 것이다. 설문지 작성의 목적은 인바운드 창업이주에 영향을 미치는 요인들 간의 중요도를 알아보기 위함이다. 작성된 설문은 글로벌 창업이주 형태로 국내에 정착한 100여명의 해외국적 창업자들에게 진행될 것이다. 본 연구는 인바운드 창업이주의 핵심 요인들을 찾아내어 이론화하고 이를 실증할 설문도구를 만들어서, 이를 우리나라 인바운드 스타트업들을 대상으로 검증하여 각각의 상대적 중요도를 찾아내었다는 데 그 의의가 있다. 본 연구에서 찾아낸 영향, 요인, 프레임워크는 세계 각국의 창업생태계를 비교하는 후속 연구에 활용될 수 있을 것이고 실증된 결과는 정책 입안에 활용될 수 있을 것이다.

• The Journal of the Korea Contents Association
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• v.17 no.3
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• pp.532-541
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• 2017

Design is an extremely critical and important for the prosperity and development of a corporation, and design for children's facilities can be said to be a critical factor not only from a commercial perspective but also one of the critical factors that can be beneficial to the physical, intellectual and emotional growth and development of children. To measure the economic value of publicly designed children's facilities established with the purpose of children's design education, this research study utilized the Contingent Valuation Method. This research study attempts to provide useful information for policy administrators on the usage of both publicly designed children's facilities with high use value and also high non-use value through economic value measurement. To achieve the objectives of this research, the Contingent Valuation Method that utilized both open-ended questions and also double-bounded dichotomous choice methodologies was used. The results of the pre-verification that used the open-ended questions results from 50 test subject participants and the double-bounded dichotomous choice methodology results from 530 test subject participants confirmed that the average annual per person expense was estimated to be KRW 12,463. The gross benefit amount figure estimated for all households in the nation was estimated to be about KRW 219 billion annually.

• Journal of Korea Spatial Information System Society
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• v.4 no.2 s.8
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• pp.41-54
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• 2002

The main questions of this study are how to reuse GIS applications and what to do for interoperability of the applications in local governments. To answer the questions, related technologies and standards of GIS are investigated. International standard organizations, such as ISO/TC211 and OGC(OpenGIS Consortium), are working on GIS interoperability standards based on component technology and distributed computing environments. In this study, a standard model for interoperability of GIS applications in local governments is proposed based on the international standards. Standardization process of GIS interfaces in local governments is as followed: 1) modeling of GIS business and 2) establishment of GIS service architectures 3) defining GIS standard interfaces 4) GIS component. In conclusion, by developing interoperable GIS applications based on component technology the reusability in local governments can be realized.

• Stress
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• v.26 no.4
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• pp.268-276
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• 2018

Background: The purpose of this study is to evaluate the effects of the Motivational Interviewing (MI) based communication training for third-year nursing students. Methods: This study use a quasi-experimental design with pre and post-test to evaluate a 4-hour MI based communication training. This training was offered to 35 third-year nursing students who were participating in elective psychiatric nursing clerkship course. Each student completed pre and post questionnaire which includes assessment of motivational interviewing skills as measured by Helpful Response Questionnaire (HRQ). Also confidence (5 items) in using MI based communication knowledge and core skills were included. Data were independently analyzed by two coders and blindly rated the pre and post HRQ self-reported responses. Data were analyzed using paired t-test, descriptive analysis. Results: Nursing students showed increasing use of reflection (4.10~5.67, p<.001), decreasing use of closed-ended question (2.00~0.73, p<.001), road blocks (2.94~0.64, p<.001), and improve in depth of reflection (12.79~20.86 p<.001). But they did not show significant changes in open-ended question (2.01~2.33, p=.257). Confidence in the interview has increased overall, except for reflecting. The overall satisfaction with the training was quite high, and the most helpful training method was group and individual feedback. Conclusions: This study provides evidences that 4 hour-training is effective in core skills such as reflection and depth of reflection, and also confidence in interviews. It is necessary to develop step-by-step training modules to enhance undergraduate communication skills. It is necessary to develop an effective training strategy focused on students' confidence in open-ended questions and reflection.

• The Journal of the Korea Contents Association
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• v.14 no.1
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• pp.56-65
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• 2014

Most of experimental films have different visual techniques and aesthetic values compared to those of narrative films. This difference makes it difficult to understand experimental films. In order to understand in what ways the experimental film has broken with the convention of narrative film, it is important to examine certain structure of experimental film. The important aspect of many experimental films is the way that they have altered the nature of narrative by changing the way that we perceive the succession of image. In particular, The tradition of American Sturcture film has been the contribution of the experimental film to expand the limits of this rule system and evolve a more personal and organic approach to the continuum of film. This approach has been a method of understanding experimental films and still a useful aesthetic tools both reading personal films and making innovative works.