• The Korean Journal of Applied Statistics
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• v.26 no.3
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• pp.441-452
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• 2013

This study analyzed the relationship between key film and a box office record success factors based on movies released in the first quarter of 2013 in Korea. An over-fitting problem can happen if there are too many explanatory variables inserted to regression model; in addition, there is a risk that the estimator is instable when there is multi-collinearity among the explanatory variables. For this reason, optimal variable selection based on high explanatory variables in box-office performance is of importance. Among the numerous ways to select variables, LASSO estimation applied by a generalized linear model has the smallest prediction error that can efficiently and quickly find variables with the highest explanatory power to box-office performance in order.

• The Journal of the Convergence on Culture Technology
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• v.8 no.4
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• pp.193-198
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• 2022

Arthur Miller's play has been reproduced for a long time, and has been made into a film several times. Director Asghar Farhadi made a film set in Iran in the 21st century, showing the film (2017), which excludes "Death" from the original title. is not just a movie of . In , the play is summoned in the form of performing a play. There are many movies in this form, but is an exquisite fabrication so that the reality outside the play and the content in the play harmonize with each other. The play depicts the tragedy of the head of the family who falls at the end of the American dream. The movie transforms this tragedy into a conflict between a young couple living in Iran in the 21st century. In addition, is completed as an independent work that not only rearranged the space and characters of the original work, but also reinterpreted the meaning of death, creating the effect of media conversion such as theater and film.

• Journal of Korea Entertainment Industry Association
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• v.13 no.5
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• pp.91-97
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• 2019

The movie Lolita is directed by the famous director Stanley Kubrick in the United Kingdom in 1962. Due to the movie theme, it produced a great social dispute at that year. Lolita was Stanley Kubrick's first independently produced film. It tells the story of the abnormal love between Professor Humbert from Europe and his stepdaughter Lolita. Throughout the film, it shocked people by feeling honourable and aesthetic although the theme is about commit incest. The director also completely shown the social reality of the United States in a black humor irony method. By the meantime, the lush tragic feature of the film also strongly infects the audience. Current studies on the movie Lolita mainly focus on the following aspects: firstly, the black humor techniques of director Kubrick's movies, secondly, the parody techniques of the movie, and thirdly, the differences between the original novel Lolita and the adapted movie. In the American society where consumerism constitutes the mainstream, instead of sticking to traditional moral concepts, people pursue material enjoyment. Based on the consumerism theory, this paper analyzes the social reality revealed by the movie Lolita, presents such typical characteristics of the consumerist society as hedonism and broken family relations, and explains how the consumerist society leads to Lolita's tragic life.

• The Journal of the Korea Contents Association
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• v.20 no.12
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• pp.13-22
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• 2020

This study aims to find out success factors of crowdfunding on movie projects. For empirical analysis, we collected 583 data of the movie projects from the crowdfunding platform 'Tumblbug'. To figure out the success factors, we examined effects of 10 independent variables on 1 dependent variable. The independent variable includes target amount, project information, reward options, creator funding power, editor recommendation, creator contents power, movie type, number of comments, number of replies, and number of SNS information. The final achievement rate of crowdfunding was set as dependent variable. This study found that the target amount, number of text information, number of video information, editor recommendation, number of backers' reply, and number of SNS information had a significant impact on the achievement rate of the movie crowdfunding project. This study has implications in that it has discovered a variable of editor recommendation and the number of SNS information, and both of them have a positive effect on crowdfunding achievement.

• Journal of Industrial Convergence
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• v.20 no.4
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• pp.31-37
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• 2022

Research on what factors affect the success of the movie market is very important for reducing risks in related industries and developing the movie industry. In this study, in order to find out the degree of correlation of independent variables that affect movie performance, a survey was conducted on film experts using the AHP method and the importance of each measurement factor was evaluated. In addition, we hypothesized that factors derived from big data related to search portals and SNS will affect the success of movies due to the increase in the spread and use of smart phones. And a prediction model that reflects both the expert survey information and big data mentioned above was proposed. In order to check the accuracy of the prediction of the proposed model, it was confirmed that it was improved (10.5%) compared to the existing model as a result of verification with real data.Therefore, it is judged that the proposed model will be helpful in decision-making of film production companies and distributors.

• Science of Emotion and Sensibility
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• v.17 no.1
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• pp.71-78
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• 2014

We propose the sentiment pattern as a novel sentiment feature for more accurate text sentiment analysis, and introduce the rating inference of movie reviews using it. The text sentiment analysis is a task that recognizes and classifies sentiment of text whether it is positive or negative. For that purpose, the sentiment feature is used, which includes sentiment words and phrase pattern that have specific sentiment like positive or negative. The previous researches for the sentiment analysis, however, have a limit to understand accurately total sentiment of either a sentence or text because they consider the sentiment of sentiment words and phrase patterns independently. Therefore, we propose the sentiment pattern that is defined by arranging semantically all sentiment in a sentence, and use them as a new sentiment feature for the rating inference that is one of the detail subjects of the sentiment analysis. In order to verify the effect of proposed sentiment pattern, we conducted experiments of rating inference. Ratings of test reviews is inferred by using a probabilistic method with sentiment features including sentiment patterns extracted from training reviews. As a result, it is shown that the result of rating inference with sentiment patterns are more accurate than that without sentiment patterns.

• The Journal of the Korea Contents Association
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• v.14 no.12
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• pp.598-606
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• 2014

While the United States and Japan have non-government film rating system, Korea and France are still maintaining governmental control process. But the restrict showing rate in Korea does possibly violate the Constitution with no theatre for the movies of that rate right now. No other visual media including broadcasting have any outer classification process before their showing. So we need to improve our system by replacing it with non-governmental system. To establish independent non-government rating system, first of all, the major companies of film industry should get together to set up Korean Classification and Rating Association, to support the Film Rating Board. The most important thing is that the board operates independently. Government can support art cinemas financially with rating fee. Juvenile protection groups have to keep watch on the process of the board going fairly as well. The chief obstacle for non-governmental rating system is the fact that major companies don't want to get it. But continuing efforts to find any rational way is worthy enough.

• The Journal of the Korea Contents Association
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• v.12 no.9
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• pp.106-115
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• 2012

This paper focuses on the systematic conceptualization of the 'contents' through the differentiation between the meanings of the work of art and the contents. The 'contents' are referred to as various media products, but they are all the audience-oriented work of art. From the beginning of its birth the film medium turned out to be a kind of contents, which is involved in the specific role of audience. It also implies that the film medium could not exist without the interaction of the media text and audience. In order to understand this context, this paper analyzes the film of Alfred Hitchcock.

• The Journal of the Convergence on Culture Technology
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• v.10 no.3
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• pp.723-730
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• 2024

In order to trace the changes in the concept and understanding of automatically generated images, this study analogously explores the creative methods of photography and cinema, which represent the existing image fields, in terms of AI-based image creation methods and 'automaticity', and discusses the understanding and possibilities of new automatic image creation. At the time of the invention of photography and cinema, the field of 'automatic creation' was established for them in comparison to traditional art genres such as painting. Recently, as AI has been applied to video production, the concept of 'automatic creation' has been expanded, and experimental creations that freely cross the boundaries of literature, art, photography, and film are active. By utilizing technologies such as machine learning and deep learning, AI automated creation allows AI to perform the creative process independently. Automated creation using AI can greatly improve efficiency, but it also risks compromising the personal and subjective nature of art. The problem stems from the fact that AI cannot completely replace human creativity.

• Korean Architects
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• s.636
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• pp.28-33
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• 2022

세계 유일 책을 위한 도시이자 생태·예술이 어우러진 파주출판도시를 통해 우리가 살고 있는 도시의 의미와 가치를 돌아보고 새로운 미래를 그리는 도시·건축 다큐멘터리가 4월 21일 개봉한다. 제46회 서울독립영화제, 제12회 서울국제건축영화제 공식 초청작이자 제12회 DMZ국제다큐멘터리영화제 예술공헌상을 수상한 영화 <위대한 계약: 파주, 책, 도시> 얘기다. 이 다큐를 만든 기린그림의 김종신·정다운 감독은 앞서 <한국 현대건축의 오늘(2016)>, <한국 현대건축의 오늘: 집(2017)>과 <이타미 준의 바다(2019)>를 통해 건축과 삶, 예술혼을 영상으로 복원해 내며 관객들의 눈길을 사로잡은 바 있다. <이타미 준의 바다>는 프리 프로덕션부터 개봉까지 꼬박 8년이 걸린 작품이다. 경기 파주시 문발동 소재 국가문화산업단지인 파주출판도시는 민주화 이전 출판이 탄압받던 시절부터 출판인들이 꿈꾸던 책을 위한 도시다. 출판사들과 더불어 새로운 철학과 가치를 담은 이상적 공간, 즉 새로운 도시를 그리던 건축사들이 '위대한 계약'을 체결하면서 실현됐다. 아무도 관심 갖지 않았던 파주의 늪지는 특색 있는 건축물과 만나 심학산과 한강의 탁월한 낙조 경관을 자랑하며 세계에서 유일한, 책을 위한 생태도시가 됐다. 편집·인쇄·유통 출판 관련 인프라를 집약한 도시는 이후 영화제작사를 비롯한 영상 관련 업체들과 IT 업체들이 입주하며 종합문화예술 도시로 탈바꿈한다. 2019년 파주출판도시 기획 30주년을 기념해 도시의 발자취를 담기 위해 시작된 영화는 과거와 현재라는 두 개의 큰 축에서 진행되며 찬란한 도시의 여정을 그린다. 그러면서 건축을 넘어 우리가 살고 있는 도시를 생각해 보게 만든다.