• Proceedings of the KIEE Conference
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• 2003.07a
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• pp.624-626
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• 2003

Transmission pricing is one of important issues related to competitive electricity markets since rational pricing scheme ensures a fair competition between this market participants. Transmission pricing scheme is classified briefly into marginal cost pricing and embedded cost pricing. In economic efficiency, marginal cost pricing is more adequate for competitive electricity market. However, this pricing scheme requires revenue reconciliation since it cannot ensure full recovery of Transco's revenue requirements. This paper presents a new revenue reconciliation to maximize social welfare. For this analysis, this paper provides the results applied by various revenue reconciliation methodologies.

• Proceedings of the Korean Society of Computer Information Conference
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• 2015.07a
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• pp.81-83
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• 2015

본 연구는 사용자의 감성이 온라인 소셜 미디어를 통해 감염이 된다는 사실을 감성 전파 모델링으로 보이고자 한다. 이를 위해 전염병 파생을 기술하고 이를 예측하는데 사용되었던 질병확산 모델을 기초로 소셜 미디어상의 감성 전파 모델을 제시한다. 제시한 모델의 타당성을 검증하기 위해 특정 리테일 산업에 대한 논의가 활발히 이루어지고 있는 웹포럼의 데이터를 수집한다. 수집된 데이터로부터 주요 주제어를 도출하고, 주제별 감성을 측정하고, 시간에 따른 감성 값을 도출하여, 제시한 모델을 추정한다. 실험 결과 사용자의 긍정적 감성과 부정적 감성이 서로 경쟁관계에 있다는 가정을 따른 제안한 모델이 타당함을 보였다.

• Proceedings of the Korea Information Processing Society Conference
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• 2019.10a
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• pp.533-535
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• 2019

최근 청년 실업률의 증가에 따른 취업 경쟁이 날이 갈수록 심해지고 있다. 채용과정에서 면접의 비중을 높이는 기업도 갈수록 증가하고 있다. 또한 대기업에서는 면접의 객관성을 확보하기 위해 AI 면접을 도입했다. 이러한 면접의 도입으로 인해 취업 준비생들의 면접 준비에 드는 비용 부담이 증가하였다. 최근 AI분야에서 음성 인식과 자연어 처리에 대한 개발이 활발히 이루어지고 있다. 본 논문은 녹음된 면접 음성을 음성 인식 기술 중 STT(Speech To Text) 와 TTS(Text To Speech)를 활용하여 면접의 음성을 문자로, 면접 질문의 문장을 음성으로 변환한다. 또한 자연어 처리 및 감성어 사전(KNU)을 활용하여 면접 문장의 형태소 분석하고 긍정 및 부정 단어별 정보를 시각화 하여 나타낼 수 있게 구현하였다.

• Proceedings of the Korean Society of Broadcast Engineers Conference
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• fall
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• pp.113-116
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• 2021

일반적으로 딥러닝 기반의 객체 검출(Object Detection)기법은 합성곱 신경망(Convolutional Neural Network, CNN)을 통해 입력된 영상의 특징(Feature)을 추출하여 이를 통해 객체 검출을 수행한다. 최근 자연어 처리 분야에서 획기적인 성능을 보인 트랜스포머(Transformer)가 영상 분류, 객체 검출과 같은 컴퓨터 비전 작업을 수행하는데 있어 경쟁력이 있음이 드러나고 있다. 본 논문에서는 YOLOv4-CSP의 CSP 블록을 개선한 one-stage 방식의 객체 검출 네트워크를 제안한다. 개선된 CSP 블록은 트랜스포머(Transformer)의 멀티 헤드 어텐션(Multi-Head Attention)과 CSP 형태의 공간 피라미드 풀링(Spatial Pyramid Pooling, SPP) 연산을 기반으로 네트워크의 Backbone과 Neck에서의 feature 학습을 돕는다. 본 실험은 MSCOCO test-dev2017 데이터 셋으로 평가하였으며 제안하는 네트워크는 YOLOv4-CSP의 경량화 모델인 YOLOv4s-mish에 대하여 평균 정밀도(Average Precision, AP)기준 2.7% 향상된 검출 정확도를 보인다.

• Journal of Distribution Research
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• v.8 no.1
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• pp.91-116
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• 2003

This study empirically analyzes the relationships among small and medium-sized stores' competitive strategies, marketing capabilities, and retail performance to cope with hostile environments like mass merchandisers' threats. To accomplish the proposed research objectives, data were collected from 325 small and medium-sized stores scattered nationwide. Three types of competitive strategies were significantly classified as follows cost leadership, merchandise differentiation, and service differentiation. Also, several strategic groups such as doing-nothing type, service differentiation type, cost leadership type, and merchandiser differentiation type were recognized through the cluster analysis. The test results show that the small and medium-sized stores perceiving hostile environments less importantly marked the high retail performance among clusters like cost leadership type, merchandise differentiation type, and even doing-nothing type. On the other hand, the moderating effects resulted from the interaction between strategic groups and environmental hostility did not have significant influence on retail performance. Additionally, merchandise differentiation cluster obtains and accumulates marketing capability most efficiently and the cluster like cost leadership, service differentiation, and doing-nothing follows next in order. Finally, merchandise differentiation cluster shows the most highest retail performance among the clusters while there was no difference between cost leadership and service differentiation cluster in terms of retail performance.

• The Journal of the Korea Contents Association
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• v.9 no.10
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• pp.407-416
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• 2009

This study examines the competitiveness of Korean golf industry and forecasts the demand for golf tourism to diminish the deficit of tourism revenue through revitalizing domestic market for golf. A comparative investigation of the golf expenses shows that the price competitiveness of golf fee and equipments is significantly lower than the competing destinations. For instance, a price of golf tourism package in South east Asian countries, that includes accommodation for three nights and a round-trip airfare, is even lower than the price of three sets of rounding during the weekend in Korea. Plus, the economic impacts analysis shows that if the current regulations regarding domestic golf industry are to be maintained, the competitiveness of Korean golf industry is likely to get worse due to an excessive tax burden, which may result in the increased deficit of tourism revenue. It is expected that the enhanced competitiveness of Korean golf industry will help overcome the current economic crisis of Korea.

• Korean Journal of Plant Resources
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• v.33 no.5
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• pp.482-500
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• 2020

The purpose of this study was to identify the phytosociological vegetation structure through a sampling survey of Mt. Jirisan National Park. And it was conducted to provide the latest data for establishing a conservation and management plan for forest ecosystems. As a result of TWINSPAN classification, it was classified into 4 communities. Group I is the Fraxinus mandshurica - Acer pseudosieboldianum Community, group II is the Quercus serrata - Quercus variabilis Community, group III is the Quercus mongolica Community, group IV is the Pinus densiflora Community. Group I is dominated by Fraxinus mandshurica in the canopy layer, and Cornus controversa and Quercus mongolica compete and maintain dominance. Group II is dominated by Quercus variabilis and Quercus serrata in canopy layer, and Styrax obassia and Styrax japonicus compete in sub-tree layer. In group III, Quercus mongolica has a high dominance of 67% in canopy layer and 27% in the sub-tree layer, and Acer pseudosieboldianum competes with the Quercus mongolica in the sub-tree layer. In group IV, Pinus densiflora showed a high dominance of 74% in canopy layer. The sub-tree layer is dominated by Quercus mongolica, and is accompanied by competition between Carpinus tschonoskii and Fraxinus sieboldiana.

• Journal of Digital Contents Society
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• v.18 no.6
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• pp.1067-1078
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• 2017

Previous research on university life of Chinese students studying in Korea has been conducted on students in Korea, but Chinese students have a sense of belonging and university prejudice against Korean universities, so the objectivity of research is not clear. This paper conducted a survey of the Chinese people in China and conducted a media search for attracting foreign students. Not all foreign students are proficient in Korean language. Even students who have completed more than one year of education in the Korean language institutes or passed advanced level of Test of Proficiency in Korean(TOPIK) have difficulties in everyday life and acquiring a degree. According to the results of this study, until foreign students who lack sufficient Korean language skills are able to adapt to culture and acquire information in Korea, it is desirable to prepare multilingual content services so that they can obtain academic information or daily information necessary for studying in their native language.

• Proceedings of the Korean DIstribution Association Conference
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• 2006.02a
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• pp.187-227
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• 2006

To attain competitiveness in the severe competition of retailing, retailing firm like Aekyung department store composites multiplex entertainment shopping mall with other firms as key tenants like LG supermarket, Books Libro, and CGV. But in multiplex entertainment shopping mall customers who have experienced a service failure in key tenant's shops usually ask a compensation of service failure to the lessor like department store. Even though customers of multiplex entertainment shopping mall know that key tenants use different service strategy, personnel management system and operation system and so on, they do not rare of it. Why they do that? How can we explain this situation? This study explains customer's complaining behaviors in multiplex entertainment shopping mall using attribution theory and justice theory. The study presents a comprehensive model about the effects of the perceived attribution and fairness on customer satisfaction and suggests practical implications for retailing firms composing multiplex entertainment shopping mall.

• Knowledge Management Research
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• v.21 no.3
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• pp.215-228
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• 2020

This study introduces the case of a company that newly jumped into the competitive cosmetics market with a brand concept developed through big data analysis. Skin Reverse Lab, which possesses anti-aging material technology, launched a new brand in the skincare cosmetics market. Using a big data analysis program called Luminoso, SNS data was analyzed in four areas, which were consumer attitudes toward overall cosmetics, skincare products, competitors, and consumers' experiences of product use. The age groups and competitors were analyzed through the emotional analysis technique including context, which is the strength of Luminoso, and insights on consumers were derived through the related word analysis and word cloud techniques. Based on the analysis results, Logically Skin have won various awards in famous magazines and apps, and have been recognized as products that meet global trend standards. Besides, it has entered six countries including the United States and Hong Kong. The Logically Skin case is a case in which a new company entered the market with a new brand by deriving consumer insights only from external data, and it is significant as a case of applying AI-based sentiment analysis.