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이유빈 ( Lee Yubin ),이재규 ( Lee Jaekyu ) 한국공간디자인학회 2021 한국공간디자인학회논문집 Vol.16 No.3
(Background and Purpose) Social interest in idle space is increasing, but the systematic utilization of idle space is insufficient as it is approaching only from the perspective of facilities and real estate. Moving away from the primary point of view of idle space as a functional and abandoned building, idle space is worth developing because it connects the present and the future based on historical symbolism, socio-cultural meaning, and community records. The Cultural Heritage Administration designates abandoned areas with local historical, architectural, and cultural values as registered cultural assets. In Korea, the use of abandoned railway facilities, including abandoned whistle stops, is mostly passive at the level of temporary facilities, and efforts need to be made to find local regeneration. Therefore, the purpose of this study is to find the possibility of development as an idle space for abandoned whistle stops. (Method) The background is identified through theoretical consideration of idle space and closed space station and analyzed by evaluation method for future use. Among them, we would like to research the utilization of Sinchon Station, Nampyeong Station, Wonchang Station, Songjeong Station, Bangok Station, Gudun Station, and Namchang Station, which are designated as cultural heritages. (Results) In general, it was evaluated as superior in physical factors rather than cultural factors. Sinchon Station, Songjeong Station, and Namchang Station were relatively high in terms of physical and cultural factors due to their high accessibility, and it is expected to be profitable if tourism is commercialized. Many places with poor accessibility were evaluated as having better preservation and aesthetics because many people visit them. Idle spaces, including railway-related sites, are no longer subject to be neglected or demolished, but need to be used in ways such as repurposed, renovated and repaired. (Conclusions) In this study, the utilization of physical and cultural elements was studied for domestic abandoned areas designated as cultural heritage in order to derive such specific utilization. Research and projects on idle spaces are being activated. There is a need to be active in idle space research on abandoned whistle stops. The site of the abandoned station is a community place for local residents and a place of old memories of waiting and excitement for other locals, making it more valuable to use. The abandoned whistle stops should be respected as a cultural asset and used as a place for coexistence with local residents through development, and the abandoned area with the history of the region will be more valuable with the participation of various attractions.
이유빈 ( Yu Bin Lee ),박천희 ( Chun Hee Park ),배기형 ( Ki Hyung Bae ) 한국물류학회 2013 물류학회지 Vol.23 No.5
The purpose of this study is to provide baseline data for government policy and establishment of a strategy on retail distribution and to help people understand the future of retail distribution by using the 2009`s Input-output Table announced by the Bank of Korea in 2010. This study classifies retailing as retail distribution and shows how much retail distribution has contributed to the national economy by analyzing and comparing it with other industries. To achieve this purpose, the study created and used the retail distribution Input-output Table limiting only retailing to retail distribution out of 403 basic fields of 2009`s Input-output Table. The results of the study show that the economic effects of retail distribution amount to 63.3 trillion won, with inducement coefficient of 1.715(row) and 1.549(column), index of the sensitivity of dispersion of 0.867, index of the power of dispersion of 0.881, value-added coefficient of 0.881, income inducement coefficient of 0.338, tax inducement coefficient of 0.047 and employment inducement coefficient of 0.031.
에세이 창의성 분류를 위한 저빈도 서브워드 마스킹 기반 BERT 모델
이유빈(You-Bin Lee),온병원(Byung-Won On) 한국정보기술학회 2022 Proceedings of KIIT Conference Vol.2022 No.12
기존의 지식을 바탕으로 새로운 것을 만들어내는 중요성이 높아지고 있는 4차 산업혁명 시대인 만큼 우리는 창의적인 능력이 기를 필요가 있다. 이때 글쓰기는 창의력을 키우는 좋은 도구이다. 창의성은 명확하게 정의하기가 어렵기 때문에 최근 몇 년 동안 창의성에 대한 수많은 연구는 딥 러닝 모델에 기반을 두고 있다. 특히 BERT(Bi-directional Encoder Representation from Transformers)는 마스킹 할 일부 단어를 무작위로 선택하여 사전 훈련 단계를 수행한다. 본 논문에서는 마스킹과정에서 참신한 단어에 중점을 둔다. 추출된 참신한 단어를 기반으로 마스킹 하게되면 BERT 모델은 창의적 에세이를 잘 분류할 수 있는 단어에 더 집중할 수 있다. 따라서 우리는 낮은 빈도수에 해당하는 subword들을 참신한 단어로 여겨, 참신한 단어 마스킹 기반 BERT 모델을 제안한다. 실험 결과 제안한 모델이 기존 BERT 모델에 비해 최대 5% 향상되었다. In the era of the fourth Industrial Revolution, in which the importance of creating something new based on existing knowledge is increasing, we are required to be creative. At this time, writing is a good tool to develop creativity. Because creativity is very difficult to clearly define, numerous studies on creativity in recent years are based on deep learning models. In particular, Bi-directional Encoder Representation from Transformers (BERT) performs the pre-training step by randomly selecting some words for masking. In this paper, we focuses on novel words for masking. If the extracted novel words are masked, BERT model can focus more on them that can help it classify creative essays well. Therefore, we propose a new novel word masking-based BERT model in which novel words are considered as the corresponding subwords with low frequency. Our experimental results show that our proposed model improved up to 5%, compared to the existing BERT model.
이유빈(Yu-Bin Lee),김언군(YANJUN JIN),배기형(Ki-Hyung Bae) 한국콘텐츠학회 2013 한국콘텐츠학회논문지 Vol.13 No.12
캐릭터 산업은 고부가가치 문화산업이며, 반드시 육성해야 하는 전략산업 중의 하나이다. 그러나 캐릭터산업의 중요성과 가치에 대한 국가적인 공감대의 형성 부족과 영화산업을 국가 전략산업으로서의 가치 인식의 미미로 인하여 캐릭터 산업의 발전에 큰 어려움을 겪고 있다. 본 연구는 한국은행의 2009년 산업연관표상 기본분류인 403개 산업 중 장난감 및 오락용품(291), 모형 및 장식용품(296) 등 2개 부문을 캐릭터산업으로 한정하고 새로이 캐릭터 산업연관표를 작성, 활용하여 캐릭터산업의 경제적 효과를 계량적으로 측정, 평가하여 향후 캐릭터산업의 정책과 전략수립에 일조하는데 목적이 있다. 연구 결과 다음과 같다. 캐릭터 산업의 생산유발계수는 열 합계 1.602, 행 합계 1.007, 감응도 계수 0.543,로 영향력계수 0.864, 부가가치유발계수 0.620, 소득유발계수 0.334, 생산세유발계수 0.066, 노동유발계수 0.008 등을 보여주고 있다. The character industry is a high value-added industry, and is one of the strategic industries to be fostered. However, the character industry is struggling due to the lack of national consensus on the importance and value of the character industry. Therefore, in order to resolve this issue, the study used the character Input-Output Table of year 2009 of korea to analyze how much the character industry(Toys and games, Models and decorations) contributes to the national economy by measuring economic spreading effects of character industry on national economy. The results shows that character industry shows that production inducement coefficient is column 1.602, row 1.007, index of the sensitivity of dispersion is 0.543, Index of the power of dispersion is 0.864, value-added coefficient is 0.620, income inducement coefficient is 0.334, tax inducement coefficient is 0.066, employment inducement coefficient is 0.008.