• Proceedings of the Korean Society of Computer Information Conference
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• 2024.01a
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• pp.175-177
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• 2024

OTT(Over-The-Top) 플랫폼의 부상은 미디어 콘텐츠 소비 방식을 혁명적으로 변화시키고 있다. 본 논문은 Netflix, Amazon Prime Video, Disney+, Hulu 등 주요 OTT 플랫폼에 등록된 영화들을 IMDb 평점과 러닝타임, Rotten Tomatoes 지수를 중심으로 분석한다. 이를 통해 현재의 영화 시장 트렌드와 소비자 선택, 시장 전략에 중요한 정보를 제공하려 한다. 분석 결과, 플랫폼별로 제공하는 영화의 품질과 러닝타임이 다양하며, 소비자들이 선호하는 영화 테마를 시각적으로 파악할 수 있는 워드 클라우드를 포함한다. 이러한 결과는 OTT 플랫폼의 전략적 콘텐츠 제공과 소비자 행동 이해에 기여할 수 있는 중요한 통찰력을 제공한다.

• The Journal of the Korea Contents Association
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• v.20 no.9
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• pp.424-429
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• 2020

This study explored the simulation of film in the post-modern society through Jean Baudrillard's theory of simulation. The 21st century can be said to be in a simulated world in which representational images dominate and can be said to be the era of images, where reality and imagination cannot be distinguished. In this world, movies are created under the premise of 'fictional' as a work of art created by man, but in the present post-modern society, the audience responds to and ignores the movie according to the expression of this simulation. In this aspect, we looked at the trends according to the expression method of Simulation, and found that successful film works express the cold reality in various and diverse ways and express it with positive 'stimulating' elements. Through this, in order to develop more deeply and systematically in the production of domestic films, various humanistic values, which are double tracks that can systematically compose a simulation that contains a didactic message about the real world and draw the audience's response, It was concluded that an attempt to express 'stimulating' in a positive sense was necessary.

• The Journal of the Korea Contents Association
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• v.13 no.12
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• pp.638-649
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• 2013

This study focuses on analyzing the trend of Korean movies and the issues caused by industrialization and the alternatives. The results are as follows: first, there does not exist distinctive genre movie as most of the movie producers concentrate on thoughtless genre fusion of movie, simply hoping for box office success. Second, Giant companies that has large amounts of money and distributors tend to monopolize production, distribution, and running of movie. Consequently, the development of diversity and artistry is absolutely impeded. Third, the structure of Korean movie industry make some well-known movie stars survive the film world and staff members and actors except them face economic difficulty. The solution plans for the problems mentioned above can be drawn like this; first, genre film with distinctive features should be developed. Second, the monopolistic structure of the screen should be changed. Legal organizations are required to redesign the system of unfair Korean film industry. Third, it is suggested that quantitative expansion of special theaters of diversity film be urgently needed. Fourth, appearance fees given to popular movie stars, actors, and staff members have to be provided in a balanced way. Fifth, the way for revitalization of film production should be found through the legal examination of fund for film development. Last but not least, the profit from the additional film market ought to be made.

• 주택과사람들
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• s.189
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• pp.12-13
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• 2006

"아파트라고 똑같이 살란 법 없잖아요? 주택처럼 맞춤설계 하세요."(탤런트 이나영. 벽산 건설 블루밍). 아파트 단지 내 골프 연습장에서 골프채를 휘두르는입주민(영화배우 이영애. GS건설 자이). 아파트가 한층 가파르게 진화하고 있다. 밋밋하고 획일화된 주거공간의 대명사였던 아파트가 달라진 소비자들의 눈높이에 맞춰 '환골탈태'를 거듭하고 있는 것이다. 최근 등장하는 아파트 TV 광고를 눈여겨보면 주택 시장의 트렌드가 어떻게 바뀌고 있는지 한눈에 엿볼 수 있다. 건설업체들의 품질 경쟁도 어느 때보다 치열하다. 그렇다면 아파트 품질은 과연 어떻게 변모하고 있을까. 최근까지 주택 시장의 주요 트렌드는 친환경 공간이 중시된 '웰빙 아파트'나 첨단 편의시설을 갖춘 '유비쿼터스 아파트'가 주도했다고 볼 수 있다. 이어 올해 주택 시장의 키워드로 손꼽히는 3대 트렌드는 '커뮤니티 아파트' '기둥식 평면 구조' '발코니 확장형 아파트'로 요약할 수 있다.

• The Journal of Bigdata
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• v.3 no.1
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• pp.63-71
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• 2018

In the last five years (2013~2017), we analyzed what factors influenced Korean films that have surpassed 10 million viewers in the Korean movie industry, where the total number of moviegoers is over 200 million. In general, many people consider the number of screens and ratings as important factors that affect the audience's success. In this study, four additional factors, including the number of screens and ratings, were established to establish a hypothesis and correlate it with the presence of 10 million spectators through big data analysis. The results were significant, with 91 percent accuracy in predicting 10 million viewers and 99.4 percent accuracy in estimating cumulative attendance.

• Proceedings of the Korean Society of Computer Information Conference
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• 2020.01a
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• pp.15-18
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• 2020

특정 영화의 스크린 독과점이 꾸준히 논란이 되고 있다. 본 논문에서는 영화 스크린 분배의 불평등성을 지적하고 이에 대한 개선을 요구할 근거로 머신러닝 기법을 활용한 영화 관람객 예측 모델을 제안한다. 이에 따라 KOBIS, 네이버 영화, 트위터, 구글 트렌드에서 수집한 3,143개의 영화 데이터를 이용하여 랜덤포레스트와 그라디언트 부스팅 기법을 활용한 영화 관람객 예측 모델을 구현하였다. 모델 평가 결과, 그라디언트 부스팅 모델의 RMSE는 600,486, 랜덤포레스트 모델의 RMSE는 518,989로 랜덤포레스트 모델의 예측력이 더 높았다. 예측력이 높았던 랜덤포레스트 모델을 활용, 상영관을 크게 확보하지 못 했던 봉준호 감독의 영화 '옥자'의 상영관 수를 조절하여 관람객 수를 예측, 6,345,011명이라는 결과를 제시한다.

• The Journal of Bigdata
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• v.5 no.1
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• pp.29-39
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• 2020

Purpose The atmosphere of respect for individual tastes that have spread throughout society has changed the consumption trend. As a result, the travel industry is also seeing customized travel as a new trend that reflects consumers' personal tastes. In particular, there is a growing interest in 'film-induced tourism', one of the areas of travel industry. We hope to satisfy the individual's motivation for traveling while watching movies with customized travel proposals, which we expect to be a catalyst for the continued development of the 'film-induced tourism industry'. Design/methodology/approach In this study, we implemented a methodology through 'OCR' of extracting and suggesting film location information that viewers want to visit. First, we extract a scene from a movie selected by a user by using 'OpenCV', a real-time image processing library. In addition, we detected the location of characters in the scene image by using 'EAST model', a deep learning-based text area detection model. The detected images are preprocessed by using 'OpenCV built-in function' to increase recognition accuracy. Finally, after converting characters in images into recognizable text using 'Tesseract', an optical character recognition engine, the 'Google Map API' returns actual location information. Significance This research is significant in that it provides personalized tourism content using fourth industrial technology, in addition to existing film tourism. This could be used in the development of film-induced tourism packages with travel agencies in the future. It also implies the possibility of being used for inflow from abroad as well as to abroad.

• Journal of Korea Entertainment Industry Association
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• v.13 no.8
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• pp.223-230
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• 2019

This paper aims to derive the specificity of film music of Baz Luhrmann, a Hollywood film director, focusing on his representative works such as Dancing Heroes, Romeo and Juliet, and Moulin Rouge. Frist, Dancing Heroes captures various dance music genres through dynamic shooting techniques and shows trendy sensibility by using the main theme song 'Time after Time,' sung by the main character, Tina. Second, Romeo and Juliet, the original work of Shakespeare, keeps thier lines and stories while decorating gorgeous fashion and rock music in jukebox style. Also, it is harmonized with the most modern and trendy MTV-style video. Third, Moulin Rouge presents film music through the 'mix and match' method, which consists of jukebox-type trendy songs containing classical back stage musical and Bollywood musical images. In conclusion, the style of Baz Luhrmann has been reborn as a unique way of directing Buz Luhrmann's film music that it is expressed by connecting various juke box style music with amazing visual effect. Through director's style, it is possible to suggest the direction of various film music to the industries.

• The Journal of Bigdata
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• v.4 no.2
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• pp.185-194
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• 2019

In the 100-year history of Korean films, Korean films have grown to more than 100 million viewers every year since 2012, and their total sales are estimated at 1 trillion. It is assumed that the influence on the popularity of Korean movies is related to 2012, when 60% of smartphone penetration rate and 30 million subscribers exceeded. As a result, before and after 2012, changes in movie boxing factor variables were needed, and the prediction model trained as a new independent variable was applied to actual data.

• Proceedings of the Korea Contents Association Conference
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• 2014.11a
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• pp.331-332
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• 2014

21세기 포스터모더니즘 트렌드는 실존 인물인 예술가의 삶과 예술품을 다루면서, 회화, 조각, 스케치, 음향, 조각소리 등, 복합적인 콘텐츠 융합의 시청각 효과로 스토리의 시너지 효과를 낸다. 그럼으로써 내러티브의 진실성을 나타내는 것이다. 그러나 무엇보다도 신빙성 있는 탄탄한 증거자료 수집이 영화의 진실성을 뒷받침하고 있다.