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Data Analysis Method of Intelligent Analysis Platform for Big Data of Film and Television

Youwen Ma, Yi Wan, Zhihan Lv
2021 Complexity  
Based on cloud computing and statistics theory, this paper proposes a reasonable analysis method for big data of film and television.  ...  According to the film type, producer, production region, investment, box office, audience rating, network score, audience group, and other factors, the film and television data in recent years are analyzed  ...  Big data analysis system for film and television is a set of intelligent analysis system for big data for film and television based on Hadoop.  ... 
doi:10.1155/2021/9947832 fatcat:jbnnsjfgtvce3issbty7cnpo2i

Research on the Influencing Factors of Film Consumption and Box Office Forecast in the Digital Era: Based on the Perspective of Machine Learning and Model Integration

Qi He, Bin Hu, Yuanpeng Zhang
2021 Wireless Communications and Mobile Computing  
Movie box office revenue is an important indicator to measure the realization of the market value of movie consumption, and it is also the basic guarantee for the sustainable development of the movie industry  ...  movie box office.  ...  Acknowledgments This work is supported by the National Natural Science Foundation of China (Grant No. 71704102).  ... 
doi:10.1155/2021/6094924 fatcat:wg3lcbuqijfvhnwr3tsxort5oi

PREDICTION MODEL OF BOX OFFICE BASED ON ARBITRAGE PRICING THEORY: AN EMPIRICAL ANALYSIS FROM CHINA

Wang Qingshi, Li Naiqian, Hashmat Ali
2019 International Journal of Economics and Financial Issues  
movie box office combined with the research experience in predicting movie box office at home and abroad. 219 movies released in Mainland China from 2008 to 2017 were selected as samples for empirical  ...  testing and analysis.  ...  Prediction Model of Chinese Film Box Office In summary, according to the APT model and Litman's and Kohl (1989) EMPIRICAL ANALYSIS OF BOX OFFICE PREDICTION MODEL IN CHINA Data Sources This paper  ... 
doi:10.32479/ijefi.8383 fatcat:lkpm3gtprzgppktrtv47oav73q

A Text Mining Approach for Sustainable Performance in the Film Industry

Hyunwoo Hwangbo, Jonghyuk Kim
2019 Sustainability  
We collected ratings and reviews, box office revenues, and other basic information from the Internet Movie Database (IMDb).  ...  Many previous studies have shown that the volume or valence of electronic word of mouth (eWOM) has a sustainable and significant impact on box office performance.  ...  On the other hand, each country is expanding electronic commerce systems, using big data analysis to pioneer international markets and improve sustainable revenue generation [2] .  ... 
doi:10.3390/su11113207 fatcat:ymrtyo2m45h55gxcgxacf7mmwq

The future of film-making: Data-driven movie-making techniques

Nadide Gizem Akgülgil Mutlu
2020 Global Journal of Arts Education  
Since the term 'big data' came to the scene, it has left almost no industry unaffected. Even the art world has taken advantage of the benefits of big data.  ...  The research aims to find answers to the capabilities of data-driven movie-making techniques and, accordingly, it makes a number of predictions about the role of human beings in the production of an artwork  ...  This question can be asked of each platform. However, it seems that data-driven movie-making is a tool for the producer to take wiser action and have better success at the box office.  ... 
doi:10.18844/gjae.v10i2.4735 fatcat:nswgiz5pzfeprd25y7feddlw7u

Movie Title Keywords: A Text Mining and Exploratory Factor Analysis of Popular Movies in the United States and China

Xingyao Xiao, Yihong Cheng, Jong-Min Kim
2021 Journal of Risk and Financial Management  
Specifically, intragroup and intergroup analyses of 217 top hit movies in the United States and 245 top hit movies in China showed that successful movies in these two major movie markets with outstanding  ...  The analysis of movie title keywords is one promising but rarely investigated direction of study.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/jrfm14020068 fatcat:gwyklxg7rjbi7apaq2ap3kqkiu

Online Film in China

X Shen, R Williams, S Zheng, Y Li, Y Liu, M Gerst
2019 Zenodo  
year: The Golden Globe Awards, the Academy of Country Music Awards and the New Year countdown celebrations in New York.  ...  The Chinese Dalian Wanda Group is about to buy Dick Clark Productions for about one billion USD; and with it the broadcasting rights to television programs that attract tens of millions of viewers every  ...  distributor that was caught pumping up box-office figures for Hong Kong-Chinese action movie Ip Man 3.  ... 
doi:10.5281/zenodo.2590578 fatcat:gguibo7s5rcfhebt7gj44ztzmi

On the Attraction Gap between Chinese and US Movie: From the Perspective of the Audience

Dongjin Yang, Biying Liu
2017 Open Journal of Social Sciences  
By employing analysis model of movie attraction, questionnaire and quantitative analysis, this paper explores gaps between Chinese and US movies, and discusses the reasons for forming these gaps.  ...  This article studies the attraction gap between Chinese and US movie from the perspective of the audience.  ...  Introduction In Chinese mainland market, the box office of Chinese movies has the trend to catch up and surpass the US in recent years.  ... 
doi:10.4236/jss.2017.52003 fatcat:ryuw3wrrg5ftrgumd2mnzg4sxi

Guest Editorial: Large-Scale Multimedia Content Analysis on Social Media

Haojie Li, Zheng-Jun Zha, Benoit Huet, Qi Tian
2016 Multimedia tools and applications  
On the other hand, the availability of massive social media has also presented many exciting opportunities and challenges to attack in particular within the field of multimedia content analysis.  ...  In particular, the papers of this issue concern (i) feature description and indexing for social media content, (ii) semantic understanding of social media, (iii) efficiency strategy for large scale practical  ...  users, to predict movie box-office revenues.  ... 
doi:10.1007/s11042-016-3255-z fatcat:t6pi6bjigfg57dj5aaa7hbafgy

ASSESSING MALAYSIA'S CREATIVE INDUSTRY: PROGRESS AND POLICIES IN THE CASE OF THE FILM INDUSTRY

Lee Yoong Hon, Ruth Lim Sheau Yen
2019 Creativity Studies  
This paper explores the performance of local movies at the Malaysian box-office circuit to ascertain and analyse the extent of the reported improvements of the sector – it is hoped that the findings can  ...  provide a more objective assessment of the state of local films and the policies that have been aimed at cultivating improvements in the sector.  ...  Data We compiled and utilised secondary quantitative data for our analysis of the performance of the local FI.  ... 
doi:10.3846/cs.2019.7978 fatcat:cc6dwuxrgzhjxmrnijnrxwkuvu

Visual Analysis of Multimodal Movie Network Data Based on the Double-Layered View

Ying Tang, Jia Yu, Chen Li, Jing Fan
2015 International Journal of Distributed Sensor Networks  
In this paper, we apply the new method to visualize movie network data, a typical multimodal graph data that contains nodes of different types and connections between them.  ...  We apply our visualization method to the Chinese movie data from Douban website.  ...  Conflict of Interests The authors declare that there is no conflict of interests regarding the publication of this paper.  ... 
doi:10.1155/2015/906316 fatcat:62mc5nefife67h34jfjcxbt7qa

Mining Chinese social media UGC: a big-data framework for analyzing Douban movie reviews

Jie Yang, Brian Yecies
2016 Journal of Big Data  
An exploratory simulation of results demonstrates the flexibility and applicability of the proposed framework for extracting relevant information from complex social media data, knowledge which can in  ...  In this pilot study, we address common Big Data problems of time constraints and memory costs involved with using standard single-machine hardware and software.  ...  Competing interests The authors declare that they have no competing interests.  ... 
doi:10.1186/s40537-015-0037-9 fatcat:nkfzzs5k3rhxrpsgt5nnci5lpu

A Methodology for Analyzing Web-Based Qualitative Data

2003 Journal of Management Information Systems  
Results of a survey of ten of these sites revealed that the ratings do not reflect the actual popularity of movies based in box office sales. There are several possible explanations for this result.  ...  first week box office sales.  ... 
doi:10.1080/07421222.2003.11045741 fatcat:ctmgq6qcgffynheo3jovdu5qju

Improving productivity in Hollywood with data science: Using emotional arcs of movies to drive product and service innovation in entertainment industries

Marco Del Vecchio, Alexander Kharlamov, Glenn Parry, Ganna Pogrebna
2020 Journal of the Operational Research Society  
Second, we propose a 2-stage analysis for our model of box office success: (i) in the first stage, we use natural language processing and the sentiment analysis to obtain the sentimental topology of movies  ...  0.137 Q3 1 2017 Analyzing box-office hit factors using big data: Focusing on Korean films for the last 5 years Journal of Information and Communication Convergence Engineering 15 4  ... 
doi:10.1080/01605682.2019.1705194 fatcat:ds3susgc5zfgtexawyuewbvl24

Entertainment Marketing

Natasha Zhang Foutz
2017 Foundations and Trends® in Marketing  
The top international box office markets in 2016 are led by China ($6.6 billion), Japan ($2 billion), and India ($1.9 billion).  ...  increasingly higher percentages of the box office revenues in the later weeks during the film's theatrical run.  ... 
doi:10.1561/1700000049 fatcat:nmakfh427vddhba54u6e3y5fha
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